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Si, Ruixue, and Rong Phoophuangpairoj. "Detection of Dangerous Motorcycling Using YOLO and Machine Learning Classifiers." ECTI Transactions on Computer and Information Technology (ECTI-CIT) 19, no. 2 (April 23, 2025): 294–306. https://doi.org/10.37936/ecti-cit.2025192.259018.
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The work studied three methods to identify risky motorcycle riding. It aids in identifying risky motorcyclists who adopt unusual riding positions, which lead to a rise in traffic accidents. This work established the feasibility of monitoring hazardous riding on public roadways. We investigated the detection of motorcycle riding types using 1) the motorcycle's extracted images, 2) the motorcyclist's extracted images, and 3) the motorcyclist's pose landmarks. You Only Look Once (YOLO) was applied to detect a motorcycle, a motorcyclist, and the landmarks of a motorcyclist from images. The findings indicated that the classification derived from YOLO detectable motorcycles surpassed that of the motorcyclists and their pose landmarks. The VGG16 surpassed MobileNet, CNN, and ResNet50 in classifying normal and dangerous riding. YOLO's efficacy in identifying specific pose landmarks at night was insouciant. Detecting dangerous motorcycling based on the motorcyclists' pose landmarks was ineffective at night. Identifying dangerous motorcycling from the detected motorcycles was the most effective. The findings indicated that YOLO attained an accuracy of 71.09% in motorcycle detection from daytime and nighttime images, whereas VGG16 acquired an accuracy of 98.75% in recognizing dangerous motorcycling.
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Siu, Wing Hin Stanford, Wei-Sheng Peng, Wei-Min Chen, and Lai-Chu See. "The impact of COVID-19 restrictions on motorcycle crashes in Taiwan." Medicine 103, no. 16 (April 19, 2024): e37901. http://dx.doi.org/10.1097/md.0000000000037901.
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Taiwan is one of the countries with the highest motorcycle per capita globally, and motorcycle crashes are predominant among traffic crashes. This study examines the impact of coronavirus disease 2019 restrictions on motorcycle crashes. We analyzed the trend of motorcycle crashes in Taipei City from 2019 to 2020 using the dataset provided by the Department of Transportation, Taipei City Government, Taiwan. We found 47,108 and 51,441 motorcycle crashes in 2019 and 2020, involving 61,141 and 67,093 motorcycles, respectively. Mopeds had the highest risk in 2020, followed by heavy motorcycles [≥550 cubic capacity (cc)] and scooters compared to 2019. Food delivery motorcycle crashes increased for scooters (0.93% in 2019 to 3.45% in 2020, P < .0001) and heavy motorcycles (250 < cc < 550) (0.90% in 2019 to 3.38% in 2020, P < .0001). While fatalities remained under 1%, 30% to 51% of motorcyclists sustained injuries. Food delivery with scooters or heavy motorcycles (250 < cc < 550) was significantly associated with motorcyclist injuries and deaths. Compared with 2019, the adjusted odds ratios of motorcyclist injuries and deaths in 2020 were 1.43 (95% confidence interval = 1.05–1.94) for heavy motorcycles (≥550 cc) and 1.07 (95% confidence interval = 1.04–1.09) for scooters. This study shows that coronavirus disease 2019 restrictions was associated with elevated risks of crashes, injuries, and deaths among motorcyclists, reflecting the general preference for private transport over public transport. The popularity of food delivery services also contributed to increased motorcycle crashes.
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Rahmadi, Apri, and Mursalin Mursalin. "DESIGN AND ANALYSIS OF CHASSIS FRAME FOR CHOPPER-STYLE MOTORCYCLE." Media Mesin: Majalah Teknik Mesin 25, no. 1 (January 30, 2024): 64–76. http://dx.doi.org/10.23917/mesin.v25i1.3224.
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Other than being a means of transportation, motorcycles represent a lifestyle for automotive enthusiasts. One way these enthusiasts express their passion is by customizing motorcycles. One common modification involves altering the motorcycle's original form, known as a custom-built motorcycle. There are several types of custom-built motorcycles, including cafe racers, street trackers, scramblers, bobbers, and choppers. Of these types, chopper-style motorcycles typically use a frame chassis which is built from scratch. This research aims to design and analyze the frame of a custom chopper-style motorcycle. The process involves creating a 3D model and analyze the strength of chassis frame using the Finite Element Method (FEM) by using Autodesk Inventor Professional 2022 software. The engine mass supported by the frame is assumed to be 30 kg. The frame is assumed to be ridden solo and with a passenger, resulting in total rider weights of 70 kg, 90 kg, 140 kg, and 180 kg. The result of this research is a chopper motorcycle frame design made of steel, weighing 11.74 kg, capable of supporting a rider's load of up to 140 kg, with a safety factor value of 3.20.
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Mohd Zulkiffli, Nora Sheda, Jen Sim Ho, Rizati Hamidun, Azzuhana Roslan, Mohd Shafie Nemmang, Nor Aznirahani Mhd Yunin, Syed Tajul Malik Syed Tajul Arif, and Nur Zarifah Harun. "Motorcyclists’ Stopping Position at 4-Legged Signalised Intersections." CONSTRUCTION 3, no. 2 (December 22, 2023): 163–71. http://dx.doi.org/10.15282/construction.v3i2.9595.
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Malaysia was ranked seventh in the world for having the highest percentage of motorcycle fatalities. The majority of motorcycle fatalities occurred at intersections as a result of other motor vehicles failing to notice them. However, little is known about the behaviour of motorcyclists when they come to a stop at an intersection. This study was designed to examine the position of motorcycles during the red phase at 4-legged signalised intersections. Data from 4,133 motorcycles were collected at four locations in peninsular Malaysia throughout peak and off-peak hours. Motorcycles stopped at signalised intersections by stopping behind the stop line, at/in front of the stop line, at the yellow box, at the pedestrian crossing and at the island marking were collected through video recording. Therefore, to facilitate the analysis, motorcycle positions were classified as either stopping behind the stop line or stopping forward. As per findings, more than 63 percent of motorcyclist’s queue in front of the stop line and move forward during peak and off-peak hours to gain a clear view, which increases the likelihood of a motorcycle departing within a very short time during the initial period of the green signal. To improve the performance of signalised intersections, some traffic engineering approaches can be used, such as the provision of a dedicated area, known as a motorcycle red box, which separates motorcycles from other types of vehicles at traffic lights. Positioning motorcycles ahead of other drivers reduces the risk of motorcycles appearing out of nowhere when traffic begins. This segregation is expected to improve motorcyclist visibility and safety, as well as provide a buffer for pedestrian crossings at signalised intersections, providing better protection for vulnerable road users.
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Triyono and Sutrisno Himawan Hadi. "Repair of The Bracket and Clutch Mechanism On Centrifugal Pump For Firefighter Motorcycle." MATEC Web of Conferences 218 (2018): 04009. http://dx.doi.org/10.1051/matecconf/201821804009.
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An addition of centrifugal pump on the engine of automatic motorcycles is expected to become one of the solutions for fire incidents in densely populated areas in big cities. Many cases of fire-related incidents have not been handled properly due to limitations of access for fire engines such as narrow alleys. The effectiveness of the centrifugal pump for firefighter motorcycles is determined by the optimum function of the pump performance according to the desired specification. The repair of the brackets and the clutch mechanism for the pump in the engine of automatic motorcycles may assist to the full effectiveness of the pump. The repair is based on the stability of the number of cycle on the centrifugal pump during the cycle of the motorcycle engine without any load. There is no disruption to the motorcycle cruise control or an increase of load due to the addition of centrifugal pump in the motorcycle’s engine. By using the magnetic clutch which uses the electrical energy in the connection and disconnection of the joint, this model will be useful since it does not disrupt the motorcycle cruise performance and does not add an extra load to the motorcycle torso.
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Ciępka, Piotr, Wojciech Wach, and Jakub Zębala. "Deceleration of Engine-Braked Motorcycles." Machines 11, no. 8 (August 8, 2023): 812. http://dx.doi.org/10.3390/machines11080812.
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One of the key parameters in the analysis of some motorcycle accident dynamics is the motorcycle’s deceleration during engine braking without applying the brakes. Since this issue lies far beyond what is usually of most interest—the critical states of movement—it is only sporadically addressed in the literature; however, these rare cases can be of fundamental importance. In our research, the results of engine-braking deceleration are presented for 26 motorcycles that were in gear with the throttle back. The tests were carried out at an initial speed of 140 km/h (if this was not possible, then from the maximum speed for a given gear) to the speed at which the motorcycle reached a constant speed or when engine operation became unstable. For all motorcycles and all gears, deceleration vs. speed and speed vs. time were plotted. Regression lines were determined, and their equations are provided, along with ±σ and ±2σ limit lines. Engine-braking deceleration was shown to be inversely proportional to both motorcycle speed (higher speed—lower deceleration) and gear number (higher gear—lower deceleration). Moreover, engine-braking deceleration at the top gear of the various motorcycles tested (i.e., 5th or 6th) was found to be close to each other. The data provided are of crucial importance from the motorcycle longitudinal dynamics and vehicle accident analysis standpoints.
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Singh, Siddhartha, Padmini Mishra, Siddhartha Ojha, Mohd Shoaib, Shivendra Kumar, and Vivek Kumar Yadav. "Helmet and License Plate Detection." International Journal for Research in Applied Science and Engineering Technology 11, no. 5 (May 31, 2023): 3184–89. http://dx.doi.org/10.22214/ijraset.2023.52320.
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Abstract: Traffic accidents are one of the leading causes of death today. Motorcycle accidents lead to serious injuries. A helmet is important for every motorcyclist. However, many do not adhere to helmet laws. This is the software CNN uses to find motorcyclists without helmets. The structure consists of motorcycle detection, helmetless classification, and motorcycle licence plate recognition. The motorcycle is scanned with the feature vector HOG. Once the motorcycle is recognised by CNN, do motorcyclists wear helmets? Motorcycle licence plate if it is determined that the motorcyclist is not wearing a helmet. Motorcycles are recognised by Tesseract OCR.
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Bragin, E. P., and D. Yu Solopov. "Justification of the need of development of a new test procedure to assess passive safety of motorcycles." Trudy NAMI, no. 3 (September 26, 2024): 71–79. http://dx.doi.org/10.51187/0135-3152-2024-3-71-79.
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Introduction (problem statement and relevance). Modern daily life is increasingly dependent on motorcycles and power products, especially in large cities where motorcycles are popular due to their maneuverability. Today’s widespread of vehicle automatic piloting and self-driving systems creates new dangers increasing the number of road traffic accidents involving motorcycles. Despite the growing popularity of motorcycles, there is a lack of research on their passive safety, and that leaves gaps in understanding how to increase the protection level for motorcyclists.The purpose of the study is to justify the development of a test procedure and assessment criteria for motorcycle passive safety.Methodology and research methods. In order to achieve the purpose in view, the development of a domestic test procedure using deformable standardised barriers simulating vehicles is proposed. The analysis of road traffic accident statistics in different countries will allow us to identify the main patterns and regularities, based on which the test program and conditions will be developed. The virtual tests to be conducted using the LS-DYNA software and validation of calculation models will help to justify the optimal test conditions.Scientific novelty and results. The research results will provide a new approach to motorcycle passive safety assessing by identifying the key parameters and conditions affecting motorcyclist injuries. The scientific novelty consists in development of more accurate and realistic test methods that can improve the effectiveness of motorcycle safety assessment.Practical significance. Development and implementation of the motorcycle passive safety test procedure are important to ensure safety of motorcyclists. The results obtained can provide grounds for creation of regulations and crash test series, as well as contribute to development of safe motorcycle designs.
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Kurnia Brahmana and Theresia Megarani. "Utilization of Bluetooth Module As An Additional Security of Arduino-Based Motorized Vehicles." Journal of Technomaterial Physics 6, no. 2 (August 30, 2024): 119–26. http://dx.doi.org/10.32734/jotp.v6i2.17132.
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The escalation in motorcycle ownership has paralleled a rise in theft incidents, challenging the efficacy of existing security measures. Despite the integration of standard security systems on motorcycles, the persistence of thefts underscores the need for innovative solutions. This study introduces a novel security device that leverages Bluetooth HC-05 technology and an ATmega328 microcontroller to address this issue. The proposed system transcends conventional security protocols by establishing a dynamic link between the motorcycle and its owner. An alarm is triggered when the distance between the paired Bluetooth devices exceeds a predefined threshold, signaling potential unauthorized movement. Moreover, the system is engineered to deactivate the motorcycle's ignition upon Bluetooth connectivity loss, immobilizing the engine and thwarting theft attempts. This advanced security mechanism enhances the protection of motorcycles by incorporating proximity-based alerts and automated engine shutdown features, offering a formidable deterrent against theft. The article delineates this security system's design, implementation, and potential impact, positioning it as a critical advancement in motorcycle anti-theft technology.
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Nawawi, Sherly Novita Sari, Rahayu Sulistyorini, and Yohanes Martono. "Studi Optimalisasi Perparkiran dan Pedestrian di Fakultas Teknik Jurusan Sipil Universitas Lampung." Jurnal Rekayasa Sipil dan Desain 3, no. 1 (March 15, 2015): 71–80. https://doi.org/10.23960/jrsdd.v3i1.395.
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Faculty of Civil Engineering Department as one of the majors at the University of Lampung whichhas the number of students, faculty and others are quite large, this has resulted in demand forparking at the Faculty of Engineering Department of Civil is a problem that can not be ignoredbecause of the Faculty of Civil Engineering Department as a center of community activityacademic need a good arrangement and the campus community college population continues toincrease each academic year. This study aims to investigate the characteristics of the motorvehicle users both motorcycles and cars in the Faculty of Engineering Department of Civil,knowing parking needs in the Faculty of Engineering Department of Civil, find out if parking andpedestrian facilities in the Faculty of Engineering Department of Civil been sufficient,, analyzeparking management solution and pedestrian in the Faculty of Civil Engineering Department.Characteristics of motor vehicle users both motorcycles and cars derived from a comparisonbetween the accumulation of the highest parking vehicles with the number of parking spacesavailable, vehicle car I is 14 pieces of land, land second car that is 20 pieces, motorcycle land I is20 pieces, motorcycles land II is 27 pieces, motorcycles III, 11 pieces of land and land motorcycleIV is 4 pieces. Based on a survey and analysis parking requirements for the Faculty ofEngineering Department of Civil to cars I and II land at 192% / day, for the motorcycle land I of11.2% / day, for the motorcycle land II, III and IV of 126% / day .Keywords: Transportation, Parking, Pedestrian
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Shabestari, Zahra Badamchi, Ali Hosseininaveh, and Fabio Remondino. "Motorcycle Detection and Collision Warning Using Monocular Images from a Vehicle." Remote Sensing 15, no. 23 (November 28, 2023): 5548. http://dx.doi.org/10.3390/rs15235548.
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Motorcycle detection and collision warning are essential features in advanced driver assistance systems (ADAS) to ensure road safety, especially in emergency situations. However, detecting motorcycles from videos captured from a car is challenging due to the varying shapes and appearances of motorcycles. In this paper, we propose an integrated and innovative remote sensing and artificial intelligence (AI) methodology for motorcycle detection and distance estimation based on visual data from a single camera installed in the back of a vehicle. Firstly, MD-TinyYOLOv4 is used for detecting motorcycles, refining the neural network through SPP (spatial pyramid pooling) feature extraction, Mish activation function, data augmentation techniques, and optimized anchor boxes for training. The proposed algorithm outperforms eight existing YOLO versions, achieving a precision of 81% at a speed of 240 fps. Secondly, a refined disparity map of each motorcycle’s bounding box is estimated by training a Monodepth2 with a bilateral filter for distance estimation. The proposed fusion model (motorcycle’s detection and distance from vehicle) is evaluated with depth stereo camera measurements, and the results show that 89% of warning scenes are correctly detected, with an alarm notification time of 0.022 s for each image. Outcomes indicate that the proposed integrated methodology provides an effective solution for ADAS, with promising results for real-world applications, and can be suitable for running on mobility services or embedded computing boards instead of the super expensive and powerful systems used in some high-tech unmanned vehicles.
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Tuyen, Pham Huu, Pham Minh Tuan, Kazuhiro Yamamoto, and Preechar Karin. "UPDATING EMISSION FACTORS FOR IN-USE MOTORCYCLES FUELED BY GASOLINE, E5 AND E10 IN VIETNAM." ASEAN Engineering Journal 11, no. 3 (April 21, 2021): 199–206. http://dx.doi.org/10.11113/aej.v11.17055.
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Motorcycle is the most popular transportation means in Vietnam due to its low cost and flexibility. However, motorcycles emit substantial quantities of hydrocarbons, carbon monoxide, nitrogen oxides and some amount of particulate matter. Emission factors for in-use motorcycles in Vietnam were studied and established quite a long time ago. The objective of this study is to update the emission factors, not only gaseous emissions but also particle number, for in-use motorcycles in Vietnam. Ten carbureted and electronic fuel injected motorcycles representative for in-use motorcycles were selected for investigation. Each motorcycle was fueled by conventional gasoline, E5 and E10 in turn, and was tested on a chassis dynamometer according to ECE R40 driving cycle. The gaseous emissions were sampled and determined by standard methods, while the particle number in exhaust gas was sampled by using the sampling system developed by Laboratory of Internal Combustion Engine, Hanoi University of Science and Technology, Vietnam. The updated emission factors were then provided for carbureted motorcycles, EFI motorcycles and average motorcycle fleet in case of gasoline, E5 and E10 fueling.
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Chen, Han Shen. "Applying Technology Acceptance Model to Explore the Adoption of Hydrogen-Electric Motorcycle in Taiwan." Applied Mechanics and Materials 459 (October 2013): 494–98. http://dx.doi.org/10.4028/www.scientific.net/amm.459.494.
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With the highest concentration of motorcycles in Asia, Taiwan was caused a major traffic congestion and air pollution. To effectively reduce these environmental burdens, Electric Motorcycle Industry Development and Promotion Plan was passed by Taiwanese government. With this plan, people was encouraged to invest in mass production of electric motorcycles. This paper uses the Technology Acceptance Model (TAM) to explore consumers behavioral intentions and their influencing factors regarding using hydrogen-electric motorcycles. This is a first in hydrogen battery research, and also one of this papers contributions. Results show that consumers' innovativeness towards hydrogen-electric motorcycles does not significantly affect behavioural intentions. To increase customers' behavioural intentions towards hydrogen-electric motorcycles, the customers' innovativeness towards hydrogen-electric motorcycles should be strengthened by motorcycle manufacturers, and perceived risk should be decreased. Then, to improve customers behavioural intentions towards hydrogen-electric motorcycles in the end.
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Kale, Tushar. "Helmet Detection and Number Plate Recognition." International Journal for Research in Applied Science and Engineering Technology 11, no. 5 (May 31, 2023): 4036–40. http://dx.doi.org/10.22214/ijraset.2023.52559.
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Abstract: Developing countries have always relied on motorcycles as their primary mode of transportation, but unfortunately, the number of motorcycle accidents has been on the rise in recent years. One of the leading causes of fatalities in these accidents is the lack of helmet usage by motorcyclists. To ensure that motorcyclists wear helmets, traditional methods include manual monitoring by traffic police at intersections or the use of CCTV footage to identify those not wearing a helmet. However, these methods require significant human effort and intervention. This system proposes an automated approach to identify nonhelmeted motorcyclists and retrieve their license plate information from CCTV footage. The system first differentiates moving objects as motorcycles or non-motorcycles. For classified motorcyclists, the system identifies whether they are wearing helmets or not. If the motorcyclist is not wearing a helmet, the system extracts the license plate number using an OCR algorithm.
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Badu, Muswarjodin, Sodikin Sodikin, and Iwan Ristanto. "Analisis Perbandingan Pengunaan Kendaraan Bermotor dan Kendaraan Motor Listrik di Wilayah Soloraya Tahun 2024 (Studi Kasus: Surakarta dan sukoharjo)." Jurnal Talenta Sipil 8, no. 1 (February 2, 2025): 42. https://doi.org/10.33087/talentasipil.v8i1.671.
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Transport, derived from the Latin word "transportare" (with "trans" meaning "across" or "beyond" and "portare" meaning "to carry" or "to bear"), is defined as the process and activity of moving goods or passengers from one place to another. This study aims to analyze the comparison between gasoline-powered vehicles and electric motorcycles in the Soloraya region for the year 2024. A quantitative approach based on statistical information was employed. To address the research problem, precise measurement of the values of the objects under study was performed using surveys, interviews, and questionnaires. The data collected were processed to obtain results regarding the usage of electric motorcycles versus gasoline-powered motorcycles in the Soloraya region. The study found that satisfaction levels and preferences were similar among users of both electric and conventional motorcycles. However, conventional motorcycle users expressed a desire to replace their vehicles within the next 1-2 years. The main reason for choosing electric motorcycles was their environmental friendliness, while conventional motorcycle users cited operational cost as their primary reason. The study concluded that, in terms of range, electric motorcycles have an average distance of 10 km, while conventional motorcycles can cover 11-20 km. Additionally, electric motorcycle users typically use their vehicles 5-6 days a week, whereas conventional motorcycle users tend to use theirs weekly.
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Waluyo, Tanto Adi, Muhammad Zudhy Irawan, and Dewanti. "Adopting Electric Motorcycles for Ride-Hailing Services: Influential Factors from Driver’s Perspective." Sustainability 14, no. 19 (September 21, 2022): 11891. http://dx.doi.org/10.3390/su141911891.
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Recently, the Indonesian government has been increasingly encouraging the population to utilize electric vehicles. In the public transportation sector, including ride-hailing services, the use of electric vehicles, especially motorcycles, is promoted. This study aims to explore the willingness to adopt electric motorcycles among ride-hailing drivers by specifying the preference for buying or renting in adopting electric motorcycles. Using a stated preference method, an interview survey was conducted on 416 ride-hailing drivers in Yogyakarta, Indonesia. Nine variables were tested to understand the determinants of electric motorcycle adoption, including purchase or rental costs, cost for motorcycle title transfer, fuel price, maximum coverage distance, maximum speed, the distance between battery exchange stations, annual tax, and credit payment. By using the ordered logit model, the results revealed two variables affecting the purchase of electric motorcycles: purchase price and maximum coverage distance. Meanwhile, four variables significantly influenced the determination of electric motorcycle rental: coverage distance, fuel price, rental fees, and the distance between battery exchange stations. Sociodemographic variables also significantly affect the decision to rent but not purchase electric motorcycles. Meanwhile, full-time drivers and students who work part-time as drivers are more likely to rent electric motorcycles. This study also found that renting electric motorcycles had a better likelihood of adoption than owning them. Finally, several policies were proposed to boost the adoption of electric motorcycles among ride-hailing drivers, including subsidy provisions, technology improvement, and priority provisions for drivers who use electric motorcycles.
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Mirbaha, Babak, and Fatemeh Mohajeri. "Investigating the Strategies for Reducing Motorcycle Mode Choice in Urban Trips: Case Study of Tehran City." Transportation Research Record: Journal of the Transportation Research Board 2673, no. 10 (May 12, 2019): 58–69. http://dx.doi.org/10.1177/0361198119842109.
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Motorcycles in Iran, especially in metropolises such as Tehran, are used extensively for various reasons such as low maintenance costs, high maneuverability, and the possibility of entering congestion priced zones without paying a toll. Nevertheless, motorcycles are involved in 25% of accidents and produce almost 30% of air and 50% of noise pollution in Tehran. Current research aims to investigate possible scenarios for reducing the use of motorcycles in Tehran’s traffic and transportation master plan strategies. After designing the scenarios, a stated preference method is used for gathering the required data from various groups of motorcycle riders in Tehran. More than 2,000 questionnaires were completed of which 1,766 were deemed acceptable for data entering and further analysis. Increasing the price of motorcycle maintenance and charging motorcycles to enter the congestion priced zone of Tehran (CPZT) were two main scenarios which were considered in this research. Multinomial and nested logit models were applied to analyze the trip choice behavior of motorcycle riders who had participated in the survey. Results indicated that strategies such as increasing motorcycle maintenance costs could be effective in reducing the use of motorcycles. For instance, increasing motorcycle maintenance costs by 4.7 times and imposing a 70,000 IRR toll price to enter the CP zone resulted in a 66% reduction in motorcycle mode choice by motorcycle riders.
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Wichitphongsa, Wachira, Nopadon Kronprasert, Moe Sandi Zaw, Pongthep Pisetsit, and Thaned Satiennam. "Modeling Riding and Stopping Behaviors at Motorcycle Box Intersections: A Case Study in Chiang Mai City, Thailand." Infrastructures 10, no. 4 (April 16, 2025): 97. https://doi.org/10.3390/infrastructures10040097.
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A motorcycle box intersection is a signalized intersection with advanced stop lines or stopping spaces intended for motorcycles, creating a waiting area in front of other vehicles. This study introduces the External Driver Model (EDM) with microscopic traffic simulation using PTV Vissim 2024 software, which replicates the filtering and stopping behavior of motorcycles in mixed traffic on intersection approaches. This research aims to evaluate the traffic performance of motorcycle boxes with respect to motorcycle departure times, headway intervals, lane-filtering rates, and vehicle movement patterns at 12 signalized urban intersections in Chiang Mai, Thailand. The results show that the motorcycle box intersection has improved traffic efficiency, reduced motorcycle departure time, and maintained a constant distance between cars and other vehicles. Signalized intersections with motorcycle boxes improved traffic flow efficiency by favoring motorcycles without affecting car delays. Spatial-temporal visualization further supported the clustering characteristics of motorcycles in motorcycle-stopping areas, contributing to more orderly and predictable behavior in traffic. Furthermore, the lane-filtering rates demonstrated significant improvement at intersections equipped with motorcycle boxes compared to conventional intersection designs. These findings indicated that motorcycle boxes are valuable for motorcycle traffic management and intersection safety in urban areas with high volumes of motorcycle traffic.
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Mulyadi, Agah Muhammad, Atmy Verani Rouly Sihombing, Hendra Hendrawan, Edward Marpaung, Johny Malisan, Dedy Arianto, Tetty Sulastry Mardiana, et al. "Effect of Traffic Lights Countdown Timer and Motorcycle Lanes as an Approach to the Red Box for Motorcycles in Bali Island." Infrastructures 7, no. 10 (September 26, 2022): 127. http://dx.doi.org/10.3390/infrastructures7100127.
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The development of red boxes for motorcycles in Indonesia was initially adopted from the advanced stop line (ASL) for bicycles. The bike box concept was adopted for motorcycles in Indonesia. To date, red boxes have been fully implemented in 21 cities in Indonesia. The purpose of this study is to analyze the effect of traffic light countdown timers and motorcycle lanes as an approach to the red box for motorcycles at signalized intersections. There were four locations studied in Denpasar Bali, i.e., red boxes with countdown timer only (Condition 1), red boxes with motorcycle lane only (Condition 2), red boxes with countdown timer and motorcycle lane (Condition 3), and red boxes without countdown timer and without motorcycle lane (Condition 4). The analysis results based on motorcycle volume data indicate that a countdown timer has a significant effect in increasing motorcycle acceleration when the green light starts, reducing the possibility of motorized vehicles other than motorcycles stopping in the red box area and reducing stop line violations while waiting during a red light. Meanwhile, the presence of a motorcycle lane as an approach lane to enter the red box area has a significant influence on increasing the occupancy of the red box by motorcycles. In addition, the correlation test shows that the countdown timer has a strong correlation with the occupancy of the red box to capacity and to stop line violation. Meanwhile, the level of traffic flow is strongly correlated with the countdown timer and motorcycle lane.
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Abdul Rashid, M. A., W. J. Yahya, A. M. Ithnin, H. Zamzuri, T. L. Ken, S. Ryunosuke, A. Dwijotomo, et al. "Detection and Warning System for Motorcycle Vehicular Collision Avoidance." Journal of the Society of Automotive Engineers Malaysia 3, no. 1 (April 29, 2021): 5–13. http://dx.doi.org/10.56381/jsaem.v3i1.103.
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 World Health Organisation has determined that South-East Asian region has the highest road traffic death in 2015 involving motorised 2-3 wheelers. Generally, motorcycles are lack of active safety features that capable to prevent road accident. Therefore, this study aims to design and develop active safety features for a motorcycle to prevent a frontal collision through an audible warning to the motorcyclist and detected object when the collision is about to happen. The system should consist of a simple algorithm with a minimum set of hardware. Based on the design criteria for the system, an audible warning will only be given when all three conditions stated below are met. (1) An object is within stopping distance limit, (2) object heading towards the centre of motorcycle and (3) relative velocity of an object might cause a frontal accident. The system called Detection and Warning System for Motorcycle Vehicular Collision Avoidance (DEWAMCA). It is expected that DEWAMCA can assist currently available Blind Spot Detection System (BSDS) to reduce accident involving motorcycles significantly.
 
 
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Nunsio, Handrian Meylano. "The Effect of Confidence through Emotional Branding Honda Motorcycle Customer Satisfaction:A Case Study of Maumere, Indonesia." International Journal of Advances in Scientific Research and Engineering (ijasre) 6, no. 2 (February 27, 2020): 113–18. https://doi.org/10.31695/IJASRE.2020.33720.
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<em> The purpose of this study is to describe the emotional branding, satisfaction and trust of Honda motorcycle customers, analyze the influence of emotional branding on Honda motorcycle customer satisfaction, analyze the influence of emotional branding on customer confidence in Honda motorcycles, analyze the effect of customer satisfaction on customer confidence in Honda motorcycles, and analyze emotional branding on trust through customer satisfaction Honda motorcycle. The population of this research is all Honda motorcycle users in Maumere, based on data from the Central Bureau of Statistics East Nusa Tenggara province, amounting to 39</em><em>.</em><em>517 people. The </em><em>N</em><em>umber of samples</em><em> t</em><em>his study of 100 users of Honda brand motorcycles. The sampling technique is simple random sampling.</em> <em>The data analysis technique is the description and path analysis. Research shows that Emotional branding effect on confidence. Emotional branding affects customer satisfaction and customer satisfaction affects trust. An important finding of this study is Emotional branding is an important part of Honda Motorcycles and able to create a sense of trust for users of Honda motorcycles, especially the reliability of the product.</em>
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Veena, Ms B. "Helmet Detection and Triple Ride Detection using CNN and YOLO." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 09, no. 03 (March 14, 2025): 1–9. https://doi.org/10.55041/ijsrem42396.
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Motorcycles have been the primary means of trans- portation in developing countries. Unfortunately, the motorcycle accident cases have been very high recently. Most of the death toll in these motorcycle accidents is due to the fact that motorcyclists fail to wear helmets. How best the motorcyclists are ensured to put on their helmets goes a long way with which technology is utilized: from monitoring the police manual at the intersections or CCTV footage to capture those without a helmet. However these methods consume considerable human effort and interaction. This system contemplates an automated scheme for the detection of helmet less motorcyclists and retrieves license number from CCTV footage. The system first categorizes moving objects as motorcycles or otherwise. For classified motorcyclists, the system determines whether they wear helmets or not. In case, the motorcyclist does not wear a helmet, the system retrieves the License plate number using an OCR algorithm. In this project CNN and yolo algorithms are used for recognition of person with and without helmet as well as triple riding detection. The violated person number plate is detected if its visible. Keywords: Motorcycles, Helmet usage, CCTV footage, automated approach, Non-helmeted motorcyclists, license plate, moving ob- jects, CNN (Convolutional Neural Networks), YOLO (You Only Look Once), recognition, OCR (Optical Character Recognition)
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Omar, Afiqah, Fauziana Lamin, Zarir Hafiz Zulkipli, and Azhar Hamzah. "Determination of Stopping Distance for Low CC Motorcycles with Antilock Braking." Jurnal Kejuruteraan si6, no. 2 (December 30, 2023): 201–9. http://dx.doi.org/10.17576/jkukm-2023-si6(2)-21.
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Motorcycles are among the favorite transportation preferred by Malaysians. Almost half of the vehicles registered in Malaysia are motorcycles. This is due to the price affordability and size, where almost 80% of the motorcycles owned are categorized under engine capacity below 250 cc. Similar to other Southeast Asia countries, motorcyclists remain the highest contributor to road traffic fatalities and injuries in Malaysia. The New Car Assessment Program (NCAP), has elevated the importance of safety technology in passenger cars such as antilock braking system (ABS) and autonomous emergency braking (AEB) in order to protect the occupants. However, the limitation of space and power requirements in two-wheel motorcycles deferred the technology implementation. Previous studies have attempted to study the effectiveness of ABS for motorcycles with 250 cc and above. Focusing on the low cc motorcycle of less than 250 cc, this paper compares motorcycle braking distance and rider stability between motorcycles with ABS and motorcycles without ABS during dry and wet conditions. The braking distance produced by ABS is reduced by 50% and 12% in dry and wet conditions respectively. In addition, motorcycles with ABS were tested at higher speeds of 50 km/h. ABS motorcycles shows consistent data for a series of tests. This finding demonstrates the effectiveness of ABS in improving braking performance for low cc motorcycles.
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Anindityas, Yovita Fabriska Laras, M. Rizki, and T. B. Joewono. "Effect of the Rise in Online Motorcycle Taxi Services on the Number of Motorcycles using the Interrupted Time Series Method." Civil Engineering Dimension 23, no. 2 (October 4, 2021): 123–30. http://dx.doi.org/10.9744/ced.23.2.123-130.
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The substantial growth of motorcycle users in Indonesia is hypothesized to be influenced by a government policy on motorcycle purchase waivers and the massive growth of online motorcycle taxis. This study aims to analyse the relationship between the emergence of online motorcycle taxis and government policy changes towards the number of motorcycles and compare the estimation model seen from the consumer and sales sides. The data were collected from the Indonesian Bureau of Statistics, Motorcycle Industry Association, and World Bank. Several estimation models were built using the interrupted time series method. The results showed that changes in government policy and income per capita significantly increased the number of motorcycles. However, the emergence of online motorcycle taxis negatively affected the increasing number of motorcycles. The results also showed that models with data representing motorcycle usage behavior provided better results than the model with motorcycle sales.
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Anindityas, Yovita Fabriska Laras, M. Rizki, and T. B. Joewono. "Effect of the Rise in Online Motorcycle Taxi Services on the Number of Motorcycles using the Interrupted Time Series Method." Civil Engineering Dimension 23, no. 2 (October 4, 2021): 123–30. http://dx.doi.org/10.9744/ced.23.2.123-130.
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The substantial growth of motorcycle users in Indonesia is hypothesized to be influenced by a government policy on motorcycle purchase waivers and the massive growth of online motorcycle taxis. This study aims to analyse the relationship between the emergence of online motorcycle taxis and government policy changes towards the number of motorcycles and compare the estimation model seen from the consumer and sales sides. The data were collected from the Indonesian Bureau of Statistics, Motorcycle Industry Association, and World Bank. Several estimation models were built using the interrupted time series method. The results showed that changes in government policy and income per capita significantly increased the number of motorcycles. However, the emergence of online motorcycle taxis negatively affected the increasing number of motorcycles. The results also showed that models with data representing motorcycle usage behavior provided better results than the model with motorcycle sales.
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Podosek, Krzysztof, Željko Šarić, and Andrzej Zuska. "Test bench for the assessment of vibrations occurring in motorcycles." Archives of Automotive Engineering - Archiwum Motoryzacji 95, no. 1 (March 31, 2022): 65–78. http://dx.doi.org/10.14669/am.vol95.art5.
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The purpose of this publication is to present the construction and adaptation of the test stand intended for motorcycle simulation research. The stand is designed to study the impact of motorcycle vibrations that act on the body of the driver and passenger. Motorcycles belong to one of the types of transport that directly affects users. Excessive vibrations transmitted to the body of the driver and passenger can make driving uncomfortable and even dangerous. The vibrations of motorcycles depend mainly on the technical condition of the vehicle, the structure of the vehicle, and the construction of the engine. The stand was built on the basis of a hydraulic power supply unit, distributor, and electrohydraulic pulsators. The purpose of the construction of the stand is to examine a given group of motorcycles to learn and eliminate vibrations that occur in various areas of motorcycles and affect the comfort, health, and safety of motorcycle travelers. Test studies of the presented stand are presented in this article. The preliminary results of the simulation tests determined the possibility of testing individual elements and motorcycles on the laboratory stand.
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Edo Irawan, Edo Irawan, and Ari Muzakir. "Sistem Pengendali Keamanan Sepeda Motor Berbasis IoT (Internet of Things) Menggunakan Smartphone Android." Journal of Information Technology Ampera 3, no. 2 (August 7, 2022): 148–58. http://dx.doi.org/10.51519/journalita.volume3.isssue2.year2022.page148-158.
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Motorbike vehicles are the most widely used private transportation by people to travel to places near and even far. In addition to motorcycles having a price that is relatively affordable by the public, motorcycles are much easier to go through all the congested and narrow road terrains. The increasing number of motorcycles circulating around and also the weak security system of motorcycles are one of the causes often targeted by theft. In this study, we provided a solution to this security by building a motorcycle security control system that can be accessed and controlled remotely using a Smartphone. The system installed on this motorcycle uses a microcontroller (Arduino Mega2560), a global positioning system (GPS) module, a vibration sensor module, and a relay module. The GPS module helps to determine the coordinates of the position of the motorcycle. These coordinates are sent and displayed through the Android application on the smartphone of the motorcycle owner. Based on the results of several tests, the system used can communicate well between the motorcycle and the motorcycle owner through the internet network, as long as the devices in the vehicle are connected to the internet network.
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Saleh, Khairul, Helmi Fauzi Siregar, and Zunaida Sitorus. "Analisis Fuzzy Sugeno Dalam Menentukan Pemilihan Motor Honda." Jurnal Teknologi Informasi 5, no. 2 (December 31, 2021): 181–86. http://dx.doi.org/10.36294/jurti.v5i2.2498.
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Motorcycles are two-wheeled vehicles. Honda is one of the best selling motorcycle brands in Indonesia. Honda is a Japanese company that has been very tested in Indonesia. Honda also has many types, because of the many types of Honda motorcycles, a decision support system (DSS) with the fuzzy Sugeno method is needed in overcoming the selection of Honda motorcycles. At the same time to compare previous research that has been done with the Mamdani method in determining the selection of the Honda motorcycle.
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Hasan, Indra, Denur, and Reky Zukriady. "Modifikasi Kunci Kontak Menggunakan Perintah Suara (Arduino Uno R3) Pada Sepeda Motor." Jurnal Surya Teknika 7, no. 2 (December 20, 2020): 156–63. http://dx.doi.org/10.37859/jst.v7i2.2383.
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Motorcycles are the most in demand vehicles in Indonesia. The number of users of these two-wheeled vehicles continues to increase every year. However, the increasing number of motor vehicles is also accompanied by increasing crimes against motorcycle users. To solve the problem, it is designed a security tool on motorcycles that can turn motorcycles on and off using voice commands based on arduino uno r3 connected to bluetooth on smartphones. It aims to tackle and reduce the number of crimes against motorcycle users.
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Priambudi, Silvester Baiyo, Yohanes Suban Belutowe, and Dewi Anggraini. "SISTEM PAKAR MENENTUKAN TINGKAT PERAWATAN ATAU KERUSAKAN PADA KENDARAAN BERMOTOR HONDA MATIC DENGAN METODE FORWARD CHAINING." High Education of Organization Archive Quality: Jurnal Teknologi Informasi 11, no. 2 (July 12, 2021): 90–96. http://dx.doi.org/10.52972/hoaq.vol11no2.p90-96.
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Motorcycles with automatic systems are currently the type of vehicle that are most interested by many riders because they are economical and comfortable. Automatic motorcycles, which are more fuel efficient, seem to be the most desired vehicle by the community today, in 2014 the number of motorcycles in Kupang City was 125,574 and in 2015 there were 139,033 of which were automatic motorcycles. So that intensive care is needed on automatic motorbikes, with intensive care it will make automatic motorbikes more comfortable when riding. Aurora Motor is one of the motorcycle repair shops in Kupang City. In addition to providing service and maintenance services for two-wheeled vehicles, Aurora Motor also sells various kinds of motorcycle parts. The average number of customers who come reaches ± 15 customers per day, which consists of various types of motorcycles with different weights. Currently, the problem at the aurora motorcycle workshop is that there is no system that can quickly identify the damage that occurs to the motorcycle, resulting in the slow process of repairing the motorcycle. it can be concluded that this application has fulfilled its main purpose, which is an application that can help mechanics at aurora motorbike workshops to determine each level of damage and maintenance on a Honda matic motorbike. This application is able to determine the level of maintenance and damage with forward chaining.
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Diputra, Anak Agung Bagus Yudistira, and Ni Made Hartini. "Pengaruh Promosi Dan Kualitas Produk Terhadap Keputusan Pembelian Motor Listrik Di Sentrik Bali." Journal Research of Management 6, no. 1 (December 27, 2024): 169–83. https://doi.org/10.51713/jarma.2024.6136.
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Electric motorcycles are a type of motorcycle that uses electrical energy as the driving force of the motorcycle. Electric motorcycles are quite popular in the current era because they can reduce air pollution so that they can support cities towards pollution-free. Electric motorcycles have entered Indonesia in 2000 and have developed with variants until now. This study aims to analyze the influence of promotion and product quality on the purchase decision of electric motorcycles in Sentrik Bali. This study uses a quantitative descriptive research method. The sample determination technique used in this study is a purposive sampling research method, by providing questionnaires to customers or consumers who have bought electric motorcycles in Sentrik Bali who are considered able to provide information according to existing facts. The analysis of this study uses multiple linear regression analysis. The results of the study show that: 1) Promotion (X1) has a positive and significant influence on the purchase decision (Y) of electric motorcycles in Sentrik Bali, 2) Product quality (X2) has a positive influence on the purchase decision (Y) of electric motorcycles in Sentrik Bali, and 3) The most dominant independent variable has a positive influence on the purchase decision (Y) of electric motorcycles in Sentrik Bali, namely product quality (X2)
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Rahmat, Edi Suci, and Marliza Ade Fitri. "PENGARUH CITRA MEREK DAN PROMOSI PENJUALAN TERHADAP KEPUASAN KONSUMEN SEPEDA MOTOR HONDA SCOOPY DI KOTA BENGKULU." (JEMS) Jurnal Entrepreneur dan Manajemen Sains 4, no. 1 (January 10, 2023): 118–29. http://dx.doi.org/10.36085/jems.v4i1.4428.
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This study aims 1) To determine the effect of brand image on satisfaction of Honda Scoopy motorcycle buyers in Bengkulu City. 2) to find out the brand image on customer satisfaction on Honda Scoopy motorcycles. This type of research is a quantitative approach. The method used in this research is descriptive method. The population in this study are all customers on Scoopy motorcycles whose number is unknown. The sample is 55 customers on Scoopy motorbikes in Bengkulu City. Based on the results of research on the effect of brand image and sales promotion on customer satisfaction of Honda Scoopy Motorcycles in Bengkulu City, the following conclusions can be drawn: 1) There is a positive influence of brand image (X1) on consumer satisfaction (Y) Honda Scoopy Motorcycles in Bengkulu City, meaning that the higher the brand image it will increase consumer satisfaction Scoopy Honda motorcycle products in the city of Bengkulu. 2) There is a positive influence of sales promotion on consumer satisfaction for Honda Scoopy Motorcycles in Bengkulu City, meaning that the higher sales promotions will increase consumer satisfaction for Scoopy Honda Motorcycle products in Bengkulu City. 3) There is a positive influence of sales promotion and brand image on consumer satisfaction for Honda Scoopy Motorcycles in Bengkulu City, meaning that the higher brand image and sales promotions will increase consumer satisfaction for Scoopy Honda Motorcycle products in Bengkulu City. Keywords: Brand Image, Promotion, Customer Satisfaction,
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Kimura, Mami, and Takumi Yamane. "Motorcycle recycling flow and end-of-life motorcycles in Japan." Journal of Material Cycles and Waste Management 24, no. 1 (October 31, 2021): 24–33. http://dx.doi.org/10.1007/s10163-021-01317-1.
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AbstractThis study compiled the number of End-of-Life motorcycles (ELMCs), utilizing Japanese official motorcycle data to clarify “the characteristics of distribution flow and main actors” of ELMCs. Based on its results, domestic ELMCs were estimated at approximately between 500,000 and 600,000 annually. The exact ELMCs number in 2019 was 521,644, 81.4% of which were exported. The ratio of exported used motorcycles among these ELMCs was analyzed and categorized according to engine discharge. Accordingly, the analysis showed that motorcycles with 50 cc and less total emissions had a high proportion, 62.8%, of the total in 2019. New insights from this study include (1) the characteristics of the used motorcycle distribution flow in Japan and that they are eventually exported and (2) the main actors in the distribution flow are used motorcycle auction sites that assume a leading role in recycling motorcycles domestically and internationally.
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Hermanus, Alfred Daniel, Tino Febrianto Putra, Sirilius Manek, and Yampi R. Kaesmetan. "Sistem Pendukung Keputusan Rekomendasi Pembelian Motor Pada Dealer Dinamika Honda menggunakan Metode Analytics Hierarchy Process." Journal Digital Technology Trend 2, no. 2 (December 30, 2023): 74–83. http://dx.doi.org/10.56347/jdtt.v2i2.154.
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Motor vehicles, particularly motorcycles, have become an integral part of daily life in many countries. Selecting a motorcycle that meets the user's needs is a critical decision. This study employs the Analytical Hierarchy Process (AHP) method to aid the decision-making process in selecting Honda motorcycles. The AHP method is utilized to describe and measure various relevant criteria in motorcycle selection, such as fuel efficiency, performance, design, price, and safety factors. Subsequently, the sub-criteria and relative weights of each criterion are determined through the participation of an expert panel consisting of motorcycle users, automotive mechanics, and transportation safety experts. The data is analyzed using AHP software, and the results prioritize each type of Honda motorcycle based on the defined criteria and sub-criteria. The recommendations for selecting Honda motorcycles are then compiled based on the rankings provided by the AHP method. The results of research members of the picture of important factors in the selection of Honda motorcycles, as well as providing a systematic and structured approach to the Motorika Consumers Candidates to Bur in Motorsumen Moolensumen Buyers.
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Aryananta Lufti, Budi Harjanto, and Sukahar. "SOSIALISASI DAN LAYANAN PEMELIHARAAN SEPEDA MOTOR GRATIS DI DESA KALISARI KECAMATAN TEMPURAN KABUPATEN MAGELANG." JURNAL NAGARA BHAKTI 3, no. 2 (May 5, 2025): 47–51. https://doi.org/10.63824/nb.v3i2.313.
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The majority of kalisari villagers, apart from being students, also work as private employees and farmers. To support mobilization in everyday life, people usually use two-wheeled vehicles in the form of motorcycles. Abnormal vehicle conditions are one of the factors causing accidents. By doing regular maintenance, it is expected that the performance of the vehicle can be maintained properly. Akmil Defense mechanical engineering study program, with concrete steps to contribute to the Kalisari village community through socialization and free motorcycle service.Free motorcycle service activities in the framework of Community Service Department of Defense Mechanical Engineering Akmil successfully met the target where there are 70 motorcycles that get free service. The implementation of motorcycle service was carried out for two days, where the first day successfully served 35 motorcycles and the second day served 35 motorcycles. In the implementation of vehicle service, there are no special complaints from the public regarding the vehicle, so that the service carried out is periodic service such as Carburetor service, Valve stel, Oil Change, addition of motorcycle tires, as well as checking and adjusting other components.
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Isnawati, Linda, and Veni Rafida. "PENGARUH BRAND IMAGE DAN KUALITAS PRODUK TERHADAP KEPUTUSAN PEMBELIAN SEPEDA MOTOR HONDA MATIC PADA DRIVER OJEK ONLINE DI KOTA SURABAYA." ANALISIS 14, no. 2 (September 1, 2024): 428–45. http://dx.doi.org/10.37478/als.v14i2.4493.
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This research aims to analyze the influence of Brand Image and Product Quality on the purchasing decisions of Honda Matic motorcycles among Online motorcycle taxi Drivers in Surabaya. The research employs a quantitative approach. The sample consists of 350 Online motorcycle taxi Drivers who use Honda Matic motorcycles in the city of Surabaya. Data collection is done through a questionnaire, which is validated and tested for reliability using SPSS 26. The data analysis techniques include classical assumption tests, linear regression, t-tests, f-tests and the coefficient of determination (R-Square). The results of this study indicate that both Brand Image and Product Quality partially influence the purchasing decisions of Honda Matic motorcycles. Simultaneously, these two variables significantly impact the purchasing decisions of Honda Matic motorcycles.
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Gbagir, K., J. E. Etu2, and O. J. Oyedepo. "Motorcycle Ownership Assessment and Estimation in Makurdi, North Central, Nigeria: A Multinomial Logit Model Approach." Journal of Civil Engineering, Science and Technology 9, no. 2 (October 3, 2018): 3. http://dx.doi.org/10.33736/jcest.989.2018.
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With the rapid rise in problems associated with use of motorcycles as alternative means to inadequate public transportation, this study seeks to identify household factors influencing motorcycle ownership in Makurdi. The study estimates the influence of the various household factors identified and a model for predicting motorcycle ownership is developed for the study area. Data were collected via a questionnaire survey of 1412 households in the study area. The survey revealed that the number of motorcycles owned per household in the low density zone was 0.67 while that for the medium and high density zones was 0.62 and 0.79 respectively. The multinomial logit model developed predicted that 67% of households owned motorcycles as compared to 71% observed from survey data. Severity applications of the model to test the effects of changing economic situations on motorcycle ownership showed that residents of the study area are more disposed to owning motorcycles in periods of recession than periods of economic boom. The study gives an understanding of motorcycle growth pattern and ownership characteristics in the study area and will therefore serve as a relevant input for planning, regulation and control of motorcycle activities in the study area.
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Budiada, I. Made, Ida Bagus Irawan Purnama, Putri Alit Widyastuti Santiary, I. Ketut Swardika, and I. Nyoman Kusuma Wardana. "Design and implementation of IoT-based motorcycle keyless ignition and starter using RFID and Blynk." MATRIX: Jurnal Manajemen Teknologi dan Informatika 14, no. 3 (November 30, 2024): 119–27. https://doi.org/10.31940/matrix.v14i3.119-127.
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Motorcycles are one of the most widely used means of transportation in the community. However, this widespread usage has led to an increase in thefts, especially when motorcycles are not equipped with adequate security systems. Statistical data shows that motorcycles have the highest theft rate compared to other vehicles. To address this issue, an enhanced security system is necessary. This study proposes the use of Radio Frequency Identification (RFID) sensor and the Blynk application to provide additional security for motorcycles. The RFID system will only be accessible using the motorcycle owner's e-KTP (electronic Indonesian Identity Card) or other registered cards to start the vehicle. Additionally, the Blynk mobile application allows for vehicle control (ON and OFF) via Wi-Fi and provides real-time monitoring of the vehicle's status. This application enables motorcycle activation remotely via Wi-Fi, with a range of approximately 10 meters. Meanwhile, there is a 4-second delay to start the motor starter using e-KTP. Test results indicate that this IoT-based keyless ignition and starter system is effective in enhancing motorcycle security. With this system, motorcycles have a dual-layer security mechanism to minimize theft attempts.
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Rashid, Helmi, Nur Marini Zainal Abidin, Muhammad Faridzul Faisal Mohd Roslan, Muhammad Hazim Azman, Muhammad Iman Amludin, and Wan Muhammad Syahmi Wan Fauzi. "Engineering Advancement of a Motorcycle‘s Paddock Stand Design." International Journal of Emerging Technology and Advanced Engineering 12, no. 6 (June 2, 2022): 152–59. http://dx.doi.org/10.46338/ijetae0622_19.
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High-powered motorcycles or supersports motorcycles, or superbikes are among the types of motorcycle that could be seen on the roads in many countries worldwide. Having top-notch features makes it to be among the best kind of motorcycles being produced ever since. However, its design features and purpose made it not to have a center stand like other motorcycles. Therefore, a paddock stand must be used, which requires at least two persons to use it safely. With the technological advancement in engineering design, researchers at the Motorcycle Engineering Technology Laboratory (METAL) innovated and introduced a single-user paddock stand that is efficient, ergonomic, and easy to use. This paper explains the evolution of the innovative stand that could help superbike owners lift their motorcycle safely and ergonomically, especially when no one is there to give them a helping hand. Keywords— Computer Aided Design (CAD), Computer Aided Engineering (CAE), Ergonomics, Paddock stand, Superbike.
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Jernigan, Jack D., and Cheryl W. Lynn. "Effect on Congestion and Motorcycle Safety of Motorcycle Travel on High-Occupancy-Vehicle Facilities in Virginia." Transportation Research Record: Journal of the Transportation Research Board 1554, no. 1 (January 1996): 121–27. http://dx.doi.org/10.1177/0361198196155400115.
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The Intermodal Surface Transportation Efficiency Act of 1991 mandated that motorcycles be permitted to travel on federally funded high-occupancy-vehicle (HOV) facilities unless they created a safety hazard or adversely affected HOV operations. Although motorcycles had previously been banned from traveling on Virginia's HOV lanes, the Commonwealth Transportation Board (CTB) authorized motorcycle travel on HOV facilities in Virginia as of September 21, 1992, for a 2-year trial period. Study of that 2-year trial period found that motorcycles account for as much as 3 percent of the annual peak traffic volume on some HOV lanes. However, in the 2 years after the CTB authorized their travel on HOV facilities, there were only five motorcycle crashes on HOV lanes in the peak direction during hours that HOV restrictions were in effect. The study concludes that there is no evidence that allowing motorcycles to travel on HOV lanes in Virginia has an adverse impact on motorcycle safety or congestion on HOV lanes.
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Shirima, John, Respicius Kiiza, and Mashauri Kusekwa. "Energy assessment of e-motorcycles as a clean transport mode for passenger mobility: A case of Ilala District, Dar es Salaam." Tanzania Journal of Engineering and Technology 41, no. 4 (December 31, 2022): 219–28. http://dx.doi.org/10.52339/tjet.v41i4.862.
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Electric motorcycles or e-motorcycles is a clean mode of road transport that present a prominent solution toward decarbonizing cities. Despite of e-motorcycles being cleaner than gasoline ones, at the moment, there is missing information whether it is feasible to replace gasoline motorcycles with e-motorcycles used for business transport purposes. This paper, therefore, presents the results comparing energy usage when using e-motorcycles and when using the gasoline motorcycles. The energy demand for driving passengers using an e-motorcycle in the precarious routes originated from Gongo la Mboto bus stop to Segerea bus stop, Buguruni Malapa, Gerezani bus stop, Kivukoni bus stop, and Buza bus stop has been estimated. In each route, the energy has been estimated in one and four round-trips. The results reveal that the brushless direct current motor (BLDC) rated 2.5 kW is suitable for driving two passengers while consuming about 0.05 kWh/km at 50 km/h for the distance of 36 km. Increase in route length exhibit the uptrend in total energy required (Etotal). The maximum Etotal for one and four round-trips are 2.5 kWh and 10.0 kWh, respectively, for a route of 36 km length. Considering the energy demand of 2.5 kWh for one round-trip of 36 km, a battery pack of 45 Ah 60 V is found suitable to power the e-motorcycle per charge without compromising the design in terms of weight and size. Consequently, this yields to a saving of about 6.4 kWh, which is around 72 % of the energy that could be used by its gasoline counterpart. This means an e-motorcycle of this power rating could save 0.18 kWh/km, equivalent to 0.02 L/km. Moreover, e-motorcycle could cost 24.3 Tsh/km compared to 754.8 Tsh/km for its gasoline counterpart, and save around 97 % of the fuel cost. These results indicate that an e-motorcycle can outperform its gasoline counterpart. These findings play vital roles in designing energy storage systems and charging infrastructure that could offer a reliable service to end-users and assist to accelerate e-motorcycle adoption.
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Wang, Ming-Heng. "Investigating the Difference in Factors Contributing to the Likelihood of Motorcyclist Fatalities in Single Motorcycle and Multiple Vehicle Crashes." International Journal of Environmental Research and Public Health 19, no. 14 (July 9, 2022): 8411. http://dx.doi.org/10.3390/ijerph19148411.
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In order to better understand the factors affecting the likelihood of motorcyclists’ fatal injuries, motorcycle-involved crashes were investigated based on the involvement of the following vehicles: single motorcycle (SM), multiple motorcycles (MM) and motorcycle versus vehicle (MV) crashes. Method: Binary logit and mixed logit models that consider the heterogeneity of parameters were applied to identify the critical factors that increase the likelihood of motorcyclist fatality. Results: Mixed logit models were found to have better fitting performances. Factors that increase the likelihood of motorcyclist fatality include lanes separated by traffic islands, male motorcyclists, and riding with BAC values of less than the legally limited value. Collisions with trees or utility poles lead to the highest likelihood of fatality in SM crashes. The effects of curved roads, same-direction swipe crashes, youth, and unlicensed motorcyclists are only significant in the likelihood of fatality in SM crashes. Conclusions: Motorcyclists tend to be killed if they collide with large engine-size motorcycles and vehicles, unlicensed motorcyclists, or drivers with speeding related or right-of-way violations with positive BAC values. Driving or riding should be prohibited for any amount of alcohol or for anyone with a positive BAC value. Law enforcement should focus on unlicensed, speeding motorcyclists and drivers, and those who violate the right of way or perform improper turns. Roadside objects and facilities should be checked for appropriate placement and be equipped with reflective devices or injury protection facilities.
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Astuti, Septin Puji, and Esti Susanti. "The Contribution of Perceived Value to the Intention to Purchase Electric Motorcycles." Asian Journal of Technology Management (AJTM) 15, no. 1 (2022): 67–79. http://dx.doi.org/10.12695/ajtm.2022.15.1.5.
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Abstract. Gasoline-fueled motorcycles predominate as private vehicles worldwide. The high number of motorized vehicles running on fossil fuels contributes to air pollution and hence to the destruction of the environment and of human health. This has given rise to alternative vehicles such as electric cars and motorcycles—a market which Indonesia, with its high market share of motorcycles, ought to understand better. Consumer behavior related to electric motorcycles ought to be investigated to boost adherence to this type of vehicle. This study aims to evaluate the intention of residents of Surakarta, an Indonesian city with a dynamic market, to purchase electric motorcycles. The two independent variables implemented are perceived value and age, and respondents number 184, selected through cluster sampling to represent Surakarta’s population. The study employs ordinal logistic regression, as the response variable at hand is ordinal. Results show that age and perceived value influenced the intention to purchase electric motorcycles in Surakarta. Especially based on our young and middle-aged respondents, we can conclude that as perceived value increased, so did the probability of the intention to buy an electric motorcycle. Keywords: Electric motorcycle, electric vehicle, perceived value, intention to purchase, green transportation
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Damos, Diane L. "Examining Motorcycle Conspicuity through Recall of Traffic Events: A Preliminary Survey." Proceedings of the Human Factors Society Annual Meeting 33, no. 15 (October 1989): 915–17. http://dx.doi.org/10.1177/154193128903301503.
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Familiarity with motorcycles may be related to their conspicuity. A survey was constructed that approached the idea of conspicuity through the recall of various traffic scenarios. Respondents were classified as either motorcycle owners or non owners. Motorcycle owners were more familiar with the characteristics of motorcycles than nonowners and believed that they had seen more motor scooters in the last 7 days.
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Arunachalam, Muthiah, Chirapriya Mondal, and Sougata Karmakar. "Field Measurement of the Motorcycle's Key Dimensions Using Simple Method and in-House Fabricated Instrument." Instrumentation Mesure Métrologie 19, no. 4 (September 30, 2020): 263–72. http://dx.doi.org/10.18280/i2m.190403.
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Out of many plausible causative factors for the spike in accidents, lack of riding skills is reported to be a significant reason for motorcycle mishaps. The riding skills can be improved through better availability of training facilities (simulator). Non-availability of the dimensional database (of different types of motorcycles), which are essential for simulator design, makes it difficult for the designers/ engineers to build the commercially available cheaper motorcycle-simulators. Moreover, the available measuring techniques and devices are costly and unable to satisfy motorcycle measurement's diverse requirements. Thus, the present research aimed to prepare the dimensional database of motorcycles using an in-house fabricated measuring instrument. Following the adaptive design method, the alpha prototype of a laser-pointer-based measuring instrument was developed. The calibrated device was used for measuring the dimensions associated with the handlebar, seat, and footrest of the 23 different motorcycles under study. Detailed (linear, angular, and circumferential) dimensions of the handlebar, seat, and footrest were measured using sliding calipers and protractors. Generated dimensional databases of 18 critical dimensions from the handlebar, seat, and footrest of the 23 different standard-motorcycles would be useful for deciding the motorcycle simulator's dimensions.
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Bańkowski, Antoni, and Damian Frej. "The safety of motorcycle users." Archives of Automotive Engineering – Archiwum Motoryzacji 101, no. 3 (September 29, 2023): 32–49. http://dx.doi.org/10.14669/am/172911.
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There are more and more motorcycles on the roads. This can be seen, for example, on the basis of statistical data from the Central Statistical Office, where newly registered two-wheelers are presented. Based on the data, it can be seen that there are more and more newly registered motorcycles every year and that there are many road accidents involving two-wheelers. According to data provided by the WHO, as many as 28% of fatalities in road accidents are motorcycle drivers [10]. The article below presents a review of the literature related to motorcycle crash tests and the dummies used for the tests. The work presents the most important standard that regulates how motorcycle crash tests are performed. The main purpose of the article is to draw attention to the problem of safety of motorcycle users. The text describes various crash tests of two-wheelers and stands used for testing motorcycles. The work presents a dummy specially designed for crash tests involving motorcycles. Differences between this dummy and other dummies used have also been described. The paper discusses the literature and describes research related to crash tests.
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Ananwattanaporn, Santipont, Atthapol Ngaopitakkul, and Chaiyan Jettanasen. "Power Quality and Break-Even Points in the Use of Electric Motorcycles in the Case of the Thailand Residential Building." Sustainability 16, no. 1 (December 26, 2023): 212. http://dx.doi.org/10.3390/su16010212.
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The use of electric motorcycles (EMCs) is rapidly increasing because EMCs are comparable in price to internal combustion engine motorcycles (ICE motorcycles), can be charged at home, and do not cause pollution. However, using EMCs in residential electrical systems is still a new issue in Thailand, as the Thai power grid was not originally designed to support electric vehicle charging. Therefore, the effect that may occur on the electrical system of a house should be studied. In this study, the power quality when charging an EMC in a residential electrical system is investigated by considering the circuits of various electrical devices according to their actual consumption behavior. Three electric motorcycles with battery capacities of 20, 30, and 40 Ah were used to investigate the effects of charging these motorcycles through the electrical system of a house. The experiment was conducted in a laboratory that replicated the electrical system of a house, and the conditions and patterns of power consumption were identical in all three cases. The test results were considered in terms of power quality, voltage harmonics, and current power system harmonics to analyze the effects on the electrical system in each circuit and to compare the charging differences of each motorcycle model. Next, it was determined that using an EMC is more cost-effective than using an ICE motorcycle. ICE motorcycles will eventually be completely replaced by EMCs, and our research will enable informed decision-making for electric motorcycle riders, researchers, and automotive corporations.
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Aditya, Muhammad Hafiz, Yuniaristanto Yuniaristanto, and Wahyudi Sutopo. "Exploring the Factors Accelerating the Electric Motorcycle Adoptions: Insights from Theory of Planned Behavior and Travel Behavior." Automotive Experiences 7, no. 1 (May 7, 2024): 171–88. http://dx.doi.org/10.31603/ae.11044.
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Indonesia is a densely populated country where most people use motorcycles for mobility. With increasing carbon emissions, Indonesia plans to migrate conventional motorcycles toward electric ones by 2040. However, the adoption process of electric motorcycles is relatively slow, considering that the number of electric motorcycles is still far from the government's target. This study aims to investigate what factors influence the adoption process of electric motorcycles in Indonesia. Based on 906 samples, an analysis was conducted using a hybrid choice model on willingness to pay more, which considered three components: socio-demographics, Theory of Planned Behavior (TPB), and travel behavior patterns. The results showed that all three components significantly affect the willingness to pay more. Individuals who are older, highly educated, high-income, use public or environmentally friendly transportation, and have a low frequency of mobility for work purposes are more likely to purchase an electric motorcycle. The results of this study provide a new perspective in the unique context of electric motorcycle adoption in Indonesia and conditions that still need improvement when related to the government's long-term targets. This research will be helpful for governments and manufacturers by providing the characteristics of people who are more likely to purchase an electric motorcycle.
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Abdul Khalid, M. S., Z. H. Zulkipli, M. S. Solah, A. Hamzah, A. H. Ariffin, A. S. Amir, Z. Mohd Jawi, Y. Ahmad, K. A. Abu Kassim, and N. K. Khamis. "A Review of Motorcycle Safety Technologies from the Motorcycle and Passenger Car Perspectives." Journal of the Society of Automotive Engineers Malaysia 5, no. 3 (September 1, 2021): 417–29. http://dx.doi.org/10.56381/jsaem.v5i3.184.
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 Motorcycle riders have been the top contributor to road deaths for over a decade in Malaysia. With proper safety technology systems installed on the upcoming models, it is predicted that motorcycle crashes and deaths can be reduced in the next decade. This study aims to review the past, recent, and upcoming vehicle safety technologies from the motorcycle and passenger car perspective that can potentially help reduce motorcycle crashes and injury risks. Various safety technologies have been introduced for passenger cars such as anti-lock braking systems, electronic stability control, lane keep assistance, traction control, blind-spot detection, autonomous emergency braking, and many more. With the requirements of ASEAN NCAP, these technologies are introduced to make passenger cars safer and to avoid road collisions, especially with the motorcycle. However, the opposite is true for motorcycles where only expensive motorcycles have these safety technologies, while for lower- capacity motorcycles, only basic and compulsory technologies are introduced even though this group remains the top contributor to motorcycle crashes and road deaths in Malaysia. Therefore, it is suggested that more safety technologies be introduced for motorcycles especially lower-capacity models. While for passenger cars, there are newer technologies that can be introduced to improve the current offerings to enhance the safety of passenger cars and other vehicles on the road and reduce the risk of road fatalities.
 
 
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Saka, Nurudeen, Abdulquadri Akande Raji, and Taiwo Luqman Adedeji. "USE OF MOTORCYCLE AS ALTERNATIVE MEANS OF TRANSPORT IN OGBOMOSO, NIGERIA." GEO-STUDIES FORUM 9, no. 2 (June 25, 2024): 55–68. https://doi.org/10.5281/zenodo.13373087.
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The use of motorcycle as an alternative means of transportation has become dominant in citiesof developing countries. This study examined motorcycle as a mode of passenger transport, pattern ofoperation, frequency and factors responsible for use as an alternative means of transportation inOgbomoso, Oyo State, Nigeria. The sample size formula of Eichenberger et al. (2011) was adopted anddata were collected using simple random sampling technique to administer 400 copies of questionnairesto motorcyclists at 15 survey points along 4 major traffic corridors. Informant interview was conductedon Chairmen of Amalgamated Commercial Motorcycle Riders Association of Nigeria (ACOMORAN)and Amalgamated National Commercial Motorcycle Workers Association (ANACOMWA) in Ogbomoso.Data on registered motorcycles were collected from ACOMORAN and ANACOMWA records. As at 2023,there were 14,697 registered commercial motorcycles with an average increase of 8.3% annually. Resultsshowed that most (86%) of motorcycles were owned by the motorcyclists. The motorcycles were acquiredthrough higher purchase (41%), outright purchase (32%), government assistance (14%) and cooperativeloan (13%). Improved standard of living (40.5%), unemployment (24.8%), and source of income (15.0%)were the factors influencing motorcycle operation. Majority (42%) of motorcyclists operate throughoutthe week at morning period. The fares charged vary from N100 and above depending on length ofjourney. The study suggests local production of motorcycle and spare parts, education of motorcyclistson safety measures and enlightenment on road signs and symbols as well as other traffic rules amongothers.