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Academic literature on the topic 'TAGUCHI ANALYSIS'

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Published: 11 September 2023

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Journal articles on the topic "TAGUCHI ANALYSIS"

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Struzikiewicz, Grzegorz, Wojciech Zębala, and Ksenia Rumian. "Application of Taguchi Method to Optimization of Cutting Force and Temperature during Turning of Difficult to Cut Materials." Key Engineering Materials 686 (February 2016): 114–18. http://dx.doi.org/10.4028/www.scientific.net/kem.686.114.

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The paper presents an analysis of the selection of the regression function in the optimization of steel turning using Taguchi method. The study attempts to investigate cutting force and temperature during turning of steel. Taguchi L16 (4) 2 orthogonal array has been applied for experimental design. S/N ratio and ANOVA analyses were performed to identify significant parameters influencing cutting force and temperature. Mathematical models for both response parameters i.e. cutting force and temperature roughness were obtained through regression analysis. The confirmation experiments carried out at optimal combination of parameters given by Taguchi’s analysis. The optimal solution provided by desirability function optimization was compared with the optimal setting of parameters given by Taguchi analysis. The optimization results provided by both techniques are in close proximity.
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Raji, Akinwale Olusegun, and Sunday Ayoola Oke. "Enhancement of Maintenance Downtime Using Poisson Motivated-Taguchi Optimization Method." Al-Nahrain Journal for Engineering Sciences 22, no. 4 (December 20, 2019): 294–306. http://dx.doi.org/10.29194/njes.22040294.

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In an original article, an addition was made to the well-known Taguchi’s methodical design literature by proposing how Poisson distribution may be incorporated into the Taguchi method for enhanced performance analysis in optimization. While the article is recent, it was found compelling enough to apply this novel concept of Poisson distribution to a growing area of maintenance research known as maintenance downtime analysis. Consequently, this paper contributes to the expanding research neighborhood through a Taguchi optimization method based on Poisson distribution related to the maintenance process optimization. A valuable method to optimize maintenance downtime was developed wherein the Poisson distribution was used to achieve the probability of maintenance downtime. An important foundation of the method is the Taguchi scheme. These elements were transformed into the factor-level design of the Poisson enhanced Taguchi scheme while the framework was tested using data from a process industry for validation. Interesting, the Taguchi's signal-to-noise quotient led to an enhanced set of limiting factors for better reliability of the system as G1H1I1J1K3. By interpretation, the following was found: downtime (204.61 mins), probability density function (0.00187), and cumulative density function (0.00776). The combination of these factors and levels will enhance maintenance downtime in the process industry as a result of their contributions. The outcome revealed the competence of the model to optimization schemes.
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Marakini, Vikas, Srinivasa P. Pai, Uday K. Bhat, Dinesh Thakur Singh, and Bhaskar P. Achar. "High Speed Machining for Enhancing the AZ91 Magnesium Alloy Surface Characteristics Influence and Optimisation of Machining Parameters." Defence Science Journal 72, no. 1 (January 5, 2022): 105–13. http://dx.doi.org/10.14429/dsj.72.17049.

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In this study, optimum machining parameters are evaluated for enhancing the surface roughness and hardness of AZ91 alloy using Taguchi design of experiments with Grey Relational Analysis. Dry face milling is performed using cutting conditions determined using Taguchi L9 design and Grey Relational Analysis has been used for the optimization of multiple objectives. Taguchi’s signal-to-noise ratio analysis is also performed individually for both characteristics and grey relational grade to identify the most influential machining parameter affecting them. Further, Analysis of Variance is carried to see the contribution of factors on both surface roughness and hardness. Finally, the predicted trends obtained from the signal-to-noise ratio are validated using confirmation experiments. The study showed the effectiveness of Taguchi design combined with Grey Relational Analysis for the multi-objective problems such as surface characteristics studies.
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Sriprateep, Keartisak, Puttipong Patumchat, and Wasan Theansuwan. "Application of Taguchi Method in the Optimization of Cutting Parameters for Turning Metal Matrix Composite." Advanced Materials Research 189-193 (February 2011): 3056–60. http://dx.doi.org/10.4028/www.scientific.net/amr.189-193.3056.

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The objective of this study was to utilize Taguchi methods to optimize surface roughness, tool wear and power required to perform the machining operation in turning metal matrix composites (MMC). The cutting parameters are analyzed under varying cutting speed, feed rates and cutting time. The settings of turning parameters were determined by using Taguchi’s experimental design method. Orthogonal arrays of Taguchi, the signal-to-noise (S/N) ratio, the analysis of variance (ANOVA) are employed to find the optimal levels and to analyze the effect of the turning parameters. Confirmation tests with the optimal levels of machining parameters are carried out in order to illustrate the effectiveness of Taguchi optimization method. The results show that the Taguchi method is suitable to solve the stated problem with minimum number of trials.
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Biswas, A., S. Bhaumik, Gautam Majumdar, Saurav Datta, and S. S. Mahapatra. "Bead Geometry Optimization of Submerged Arc Weld: Exploration of Weighted Principal Component Analysis (WPCA)." Applied Mechanics and Materials 110-116 (October 2011): 790–98. http://dx.doi.org/10.4028/www.scientific.net/amm.110-116.790.

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The present work attempts to overcome underlying assumptions in traditional Taguchi based optimization techniques highlighted in literature. Taguchi method alone fails to solve multi-response optimization problems. In order to overcome this limitation, exploration of grey relation theory, desirability function approach, utility theory etc. have been found amply applied in literature in combination with Taguchi method. But aforesaid approaches relies on the assumption that individual response features are uncorrelated i.e. independent of each other which are really impossible to happen in practice. The study takes into account this response correlation and proposes an integrated methodology in a case study on optimization of multiple bead geometry parameters of submerged arc weldment. Weighted Principal Component Analysis (WPCA) has been applied to eliminate response correlation and to convert correlated responses into equal or less number of uncorrelated quality indices called principal components. Based on individual principal components a Multi-response Performance Index (MPI) has been introduced to derive an equivalent single objective function which has been optimized (maximized) using Taguchi method. Experiments have been conducted based on Taguchi’s L25 Orthogonal Array design with combinations of process control parameters: voltage, wire feed, welding speed and electrode stick-out. Different bead geometry parameters: bead width, bead height, penetration depth and HAZ dimensions have been optimized. Optimal result has been verified by confirmatory test. The study highlights effectiveness of the proposed method for solving multi-objective optimization of submerged arc weld.
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Das, Dipayan, and Rashmi Thakur. "Taguchi analysis of fabric shrinkage." Fibers and Polymers 14, no. 3 (March 2013): 482–87. http://dx.doi.org/10.1007/s12221-013-0482-z.

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Nguyen, Vi, Faisal Altarazi, and Thanh Tran. "Optimization of Process Parameters for Laser Cutting Process of Stainless Steel 304: A Comparative Analysis and Estimation with Taguchi Method and Response Surface Methodology." Mathematical Problems in Engineering 2022 (May 21, 2022): 1–14. http://dx.doi.org/10.1155/2022/6677586.

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The research presents an analysis and comparison of the Taguchi Design and Response Surface Methodology (RSM) in optimizing the laser cutting machine parameters on dimension accuracy for stainless steel products. The paper studies effects of input factors such as cutting speed, nitrogen pressure, power, and frequency on the quality cutting of stainless steel (304) specimens. In this paper, two objectives are examined: targeting laser-cut edge to perpendicular 90 degrees and maximizing the cutting accuracy. The paper proposes a simple formula to optimize both targets by minimizing one new function definition, i.e., dimensional error. An L9 orthogonal array of Taguchi Methodology is adopted to minimize the number of experiments and shorten analysis time to achieve the optimal parameters. These results are compared with RSM. Box–Behnken Design (BBD) type of RSM requires more experiments than the Taguchi approach. RSM regression models as the quadratic functions of the control factors are developed to minimize the dimensional error of cutting products. Then, Analysis of Variance (ANOVA) and graphs will be analyzed to determine the influences of variables on the responses. Both Taguchi’s method and RSM found that the most influential factor on dimension accuracy is cutting speed, followed by laser power. While Taguchi provides good graphic visualization for quickly predicting the optimum condition, it cannot examine the interaction effects as RSM due to the lack of data. Besides, RSM reveals the percentage contribution of factors on dimensional error. Cutting speed has a maximum contribution, i.e., 39% of the total. The interaction of cutting speed and power contributes 16% of the total. In this study, RSM can predict optimum conditions more accurately than Taguchi. There are misleading results from the Taguchi method compared with RSM. However, the difference between these objective values is insignificant. The validation experiments show that the Taguchi method can be a practical approach for optimization problems. It can help reduce cost and time and achieve the desired optimal outputs. With cutting problems requiring high precision, the RSM method is highly recommended for identifying optimal parameter settings and interaction effects. With problems that their experimental runs consume high cost and time, Taguchi can be a suitable method for screening the significant variables. Although Taguchi and RSM are used widely for optimization problems in many fields, choosing the right methodology for various objectives is still a concern with different arguments and needs further research. Therefore, this study could be an adequate reference for parameter optimization problems in various fields.
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Abdulrusool, Ahmed, and Sarah Jalal Mosa. "The Effective of Pressure and Sintering Temperature for Hardness Characteristics of Shape Memory Alloy by Using Taguchi Technique." Journal of Engineering 22, no. 1 (January 1, 2016): 159–71. http://dx.doi.org/10.31026/j.eng.2016.01.10.

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This paper presents the Taguchi approach for optimization of hardness for shape memory alloy (Cu-Al-Ni) . The influence of powder metallurgy parameters on hardness has been investigated. Taguchi technique and ANOVA were used for analysis. Nine experimental runs based on Taguchi’s L9 orthogonal array were performed (OA),for two parameters was study (Pressure and sintering temperature) for three different levels (300 ,500 and 700) MPa ,(700 ,800 and 900)oC respectively . Main effect, signal-to-noise (S/N) ratio was study, and analysis of variance (ANOVA) using to investigate the micro-hardness characteristics of the shape memory alloy .after application the result of study shown the height hardness at the level 2 of pressure and level 1 of temperature (A2B1) by taguchi technique at magnitude value 500MPa and 700 ºC. The best effective factor at ANOVA has pressure 36.39%. the interaction given the best pressure 500 MPa and Temperature 800 ºC.
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Gothwal, Pushpa, Ajay Kumar, and Rishi Dewanagan. "Taguchi Analysis of Walking Pathway for Power Optimization." E3S Web of Conferences 399 (2023): 04004. http://dx.doi.org/10.1051/e3sconf/202339904004.

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The optimization of power for sustainable resources become very crucial factor now a days due to increase the demand of energy. This paper presents the PZT tile power optimization with respect to subject weight and sensor quantity and mechanical and electrical characteristic of sensor. The most efficient combination of components and levels is thus predicted, and the results are analysed using ANOVA and Taguchi’s statistical optimization technique. The analysis predicts that the PZT Tile produced more output for the rigidity 44.97%, subject weight 30.09%, frequency contribution 12.39%, and sensor number 3.35%. The contribution of weight and rigidity influence the output responses. It also provides descriptions of the other combination of parameters that are feasible. In this study, R-sq. is discovered to be larger than 90%, i.e., 91.185% for voltage; hence, the model is suitable. Finally, the Taguchi optimization method can be utilised to forecast the ideal power incorporation factor to maximize the power according to the application of PZT walking tile.
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Anggamawarti, Merlina Fitri, Luana Putri Alviari, Yudistira Sanjiwani, and Victor Yuardi Risonarta. "Quality Analysis of 5.56 mm Ammunition Defect using Taguchi Method: A Review." International Journal of Mechanical Engineering Technologies and Applications 1, no. 1 (January 27, 2020): 29. http://dx.doi.org/10.21776/mechta.2020.001.01.5.

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In a manufacturing company, the quality loss is estimated by considering the number of defects. Taguchi is a method that finds strong conditions in uncontrollable environments of the field. Taguchi quantifies quality loss through a quality loss function. The Taguchi method particularly is focused on industrial processes. The method is actualizing quality philosophy for continuous quality improvement and cost reduction to improve manufacturing performance. The analysis is designed using Taguchi technique which is related to quality. A high-quality product has a minimal defect. The Taguchi method is used to analyze several defects of ammunition to reduce the number of ammunition defects. Ammunition consists of several parts are called projectile or bullet, cartridge case, propellant charge, and primer. Every part of its process possibly contributes to any defect. The defect type in every part of ammunition consists of critical, major, and minor defects. This paper is focused on cartridge case caliber 5.56 mm defect by using the Taguchi method. The <span lang="EN-ID">quality characteristic of the experiment result used is smaller the better</span><span lang="EN-ID">. </span>Critical to Quality (CTQ) is determined to get a critical defect for cartridge cases such as split and perforated case. The influencing factors are brass cup thickness, hardness case after annealing, and annealing temperature. The Taguchi method is effective in reducing defects for the ammunition process to produce a good quality product<span lang="PT-BR">.</span>
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Dissertations / Theses on the topic "TAGUCHI ANALYSIS"

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Bae, Suk Joo. "Analysis of dynamic robust design experiment and modeling approach for degradation testing." Diss., Available online, Georgia Institute of Technology, 2004:, 2003. http://etd.gatech.edu/theses/available/etd-04052004-180010/unrestricted/bae%5Fsuk%5Fj%5F2003%5Fphd.pdf.

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Blackhall, Robert Brian. "Taguchi methods and texture profile analysis applied to the manufacture of rotary moulded biscuits." Thesis, Heriot-Watt University, 2003. http://hdl.handle.net/10399/424.

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DHIMAN, ROHIT. "TAGUCHI ANALYSIS TO OBTAIN OPTIMAL PARAMETERS FOR SURFACE ROUGHNESS ANALYSIS OF STIR CAST ALUMINIUM MMC." Thesis, 2019. http://dspace.dtu.ac.in:8080/jspui/handle/repository/16814.

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In this era of highly growing technology, new advancement in materials is necessary because of requirement of high quality and accuracy. To determine the quality of the product, Surface Roughness is a very important factor. Surface roughness not only enables one to have good surface properties, but gives accuracy to have a desired type of fit. Mechanical properties of composites are also improved like Tensile strength, Fatigue Strength, corrosion resistant, temperature dependent failures (creep). Composite is super material which is having matrix and reinforcement (to improve the quality of matrix), in this research work Al6061 matrix along with SiC (5%) is taken to fabricate the composite. Stir Casting is one of the best composite fabrication process having a mechanical stirrer (Ultrasonic stirrer), it gives mixing up to nanoparticle levels. A cylindrical Work piece of dimensions Diameter (30mm), Length (100mm) is turned on the lathe and divided into 9 segments to measure roughness by changing the machining parameters like cutting Speed, depth of cut, feed rate. By analyzing various research papers three levels of speed (27.23m/min,60.21m/min,94.24m/min), feed(.04mm/rev,.12mm/rev,.20mm/rev), depth of cut (.1mm, .2mm, .3mm) are taken to perform experimental work. This study focuses on optimizing surface roughness by using taguchi method. subsequently, 27 readings are taken into consideration to make a regression model, and ANOVA is done which helps us to predict the Roughness without doing any experimental work. The optimal parameters obtained are Speed=94.24m/min, Depth of cut=.1mm, feed =.0795 mm/rev.
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林明正. "Mold flow simulation is analysis by taguchi method." Thesis, 2000. http://ndltd.ncl.edu.tw/handle/66288618601167255014.

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Yu, Ti-Hsuan, and 於迪萱. "Taguchi method based probabilistic optimal load flow analysis." Thesis, 2016. http://ndltd.ncl.edu.tw/handle/25308033942236058139.

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碩士
國立中央大學
電機工程學系
104
As the penetration of distributed generation goes up rapidly, the traditional power system is faced with challenges. One of the most severe problems for renewable energy is the fluctuation of the output power. If the output power of distributed generators could not be consumed by local loads, inverse load flow may occur. As a result, developing three-phase unbalanced load flow algorithms for distribution system considering distributed generation seem to be particularly important. By means of day-ahead scheduling, operators could take it as a reference to make an optimal decision. This thesis proposes a novel probabilistic load flow method that is based on Taguchi’s orthogonal arrays from Taguchi method. The proposed method only needs to sample probabilistic variables through orthogonal arrays and utilize few deterministic load flows to obtain the mean and standard deviation of bus voltages. An optimal experiment is also achieved through main effects from Taguchi’s method with the largest deviation from the nominal line-flow result. This thesis also presents a more practical model for distributed generators. To proof the well-behavior of this model, some abnormal operation scenarios are demonstrated. When over-voltage or low-voltage situation occurs caused by excess output power from wind turbine and PV, the model will acquire a voltage set point from optimal algorithm in order to absorb or generate reactive power to improve voltage profile considering the deviation of demands and output power from renewable energies. The simulation results were compared with results attained by Monte Carlo simulation (MCS) and point estimate method (PEM). A 25-bus Penghu system, an IEEE 118-bus system and a modified 12-bus feeder in Taiwan are used as test systems. The results show that the proposed method attains both accurate means and standard deviations of bus voltages and line flows and is time-saving.
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Chang, Chia-Hsun, and 張家訓. "Cost analysis of overusing electricity in optoelectronic industry with Taguchi analysis." Thesis, 2014. http://ndltd.ncl.edu.tw/handle/80404698708126147527.

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碩士
國立彰化師範大學
電機工程學系
102
The major objective of this study is to analyze the better way to solve the overusing electricity with the Taguchi analysis method by choosing the overusing additional charge or the backup generator fuel cost. The methods of minimum costs will be found in solving the over usage of electricity by means of orthogonal arrays, analysis of covariance, responded charts and graphics, and even the STB (Smaller the Best). Taking the advantage of the minimum costs on overusing electricity will help to decrease more extra expanses as well. By adopting the derived principle on 2012, the charge of overusing electricity would be reduced by about 21.72%. As to 2013, the charge without using the backup generator is lower than that with using the backup generator by about 61.58% which is about three million NT dollars.
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Wang, Yu-Shang, and 王玉盛. "Mechanics Analysis of Diagonal Pliers by Using Taguchi Method." Thesis, 2016. http://ndltd.ncl.edu.tw/handle/95308150772071496403.

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碩士
國立雲林科技大學
機械工程系
104
The diagonal pliers is a kind of hand tool with high rigidity which is commonly seen on the market. The diagonal pliers can be used for cutting thin strings of Iron and copper, and the diagonal pliers can also be used for stripping a plastic surface that surrounds a wire. However, there is on specific standard of manufacturing diagonal pliers on market. Therefore, in this research of diagonal pliers, we focus on changing three parameters of pliers and look for the best result. The purpose of this research will focus on the parameters of the diagonal pliers, such as the distance of shaft(35.8mm), the cutting edge(30o), and the angle of cutting(30o). We analyze the stress on cutting of the products which are sold on the market. We change the distance of the shafts, the angle of cutting tools, and the edge of cutters, in order to look for the effect of stress. Then we use the software of the finite element analysis to simulate the cutting stress of diagonal pliers, and we also find out the parameters combination of minimum cutting stress by using the Taguchi Method. We also can find out the maximum cutting times of diagonal pliers with the same scales through this researching result. As the result, the stress from the cutting face will decrease by lengthening the distance of the shafts, increasing the cutting edge and the angle of the cutters. Besides, as these three parameters coming out, we can tell that the lengths between the shafts have the largest influence for the cutting stress.
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LI, CHIEN-JEN, and 李健仁. "Torque Analysis of Cordless Impact Driver by Taguchi Method." Thesis, 2008. http://ndltd.ncl.edu.tw/handle/54606184715826704702.

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碩士
逢甲大學
材料與製造工程所
96
Over the last decade, electric tool companies have mushroomed all over Taiwan. Although the process capability is continued to be promoted, the price competition is also intense at the same time, and causes low gross profit ratio. Recently energy shortage has resulted in the price rising of global raw materials, so the Profitability of Taiwan''s power tool companies is limited. That is why product specifications and features have to be further improved, and meanwhile research and development (R&D) cycle must be shortened. This essay tries to analyze those components which all will affect the torque output of impact drivers. They are motors, hammering blocks, spring and steel balls, and their basic specifications, features and principles will be further analyzed by Taguchi Method of Product Design to obtain the experiment data in the least experiment frequency in order to find out the their best tie-in parameters. After that, these parameters will be verified by real experiments to confirm the models formed by Taguchi Method.The result shows that the important components are impact blocks, motors, springs and steel balls in sequence. The best tie-in parameter of impact drivers’ torque output, which confirmed by experiments, is 31 N-m compared with the original 17 N-m. That means the max. torque is increased by 14 N-m. Furthermore, this research result can be the future reference of the structural design for those R&D and design people.
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Chen, Jui-Hsuan, and 陳睿軒. "Optimum Design Analysis of Bicycle Frame by Taguchi Method." Thesis, 2010. http://ndltd.ncl.edu.tw/handle/87686017650140091504.

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碩士
國立高雄第一科技大學
機械與自動化工程所
98
The urban bicycle is used as a studied example. The design variables of a bicycle frame are achieved by Taguchi method. Utilizing the software, ANSYS/LS-DYNA, the safety requirements of bicycle test simulation analysis is presented. The important design parameters of a bicycle frame for the deformation and mass are obtained by the experimental design method, Taguchi method and the analysis of variance. For the minimum deformation and mass of bicycle frame, the best design parameters for bicycle frames can be found. In addition. the regression equation can be obtained by orthogonal arrays. Finally, the best design parameters from the regression analysis are consistent with the results by Taguchi method.
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YI, CHEN CHEN, and 陳振益. "The Wear Analysis of Milling Tool － Using Taguchi Method." Thesis, 2008. http://ndltd.ncl.edu.tw/handle/06808291895481298457.

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碩士
大葉大學
機械工程研究所碩士在職專班
96
Due to the high growth rate of manufacturing industry for 3C products, automobile application and tools, the complexity and process precision of components have been required. During the process, the surface precision, time of process and efficiency are strongly influenced by cutting tool wear and coating. Therefore, it is important to study the surface coating on the cutting tool. Firstly, in order to discover the differences between cutting parameters and flank wear, an end mill without coating treatment has been using in a changing circumstances of cutting speed, feed rate and depth of cut during process. After discovering the influence of cutting parameters and flank wear, based on Taguchi method end mills with variety of coating treatment were used for an experiment and the main purpose of this experiment is to show the ability of anti-flank wear by using different coated end mills. According to an observation from SEM, by using the coated end mills with different processing conditions of coating, the different thickness of coat on those mills has no significant influence on flank wear. Finally, based on the result of hardness test, the direct ratio of cutting hardness to thickness is shown.
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Books on the topic "TAGUCHI ANALYSIS"

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United States. National Aeronautics and Space Administration., ed. Preliminary structural design of a lunar transfer vehicle aerobrake. [Washington, DC?: National Aeronautics and Space Administration, 1992.

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H, Park Sung. Robust design and analysis for quality engineering. London: Chapman & Hall, 1996.

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Rivadossi, Silvia. Sciamani urbani. Venice: Fondazione Università Ca’ Foscari, 2020. http://dx.doi.org/10.30687/978-88-6969-414-1.

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What does it mean to be a ‘shaman’ in present-day Tokyo today? In what way(s) is the role of the shamanic practitioner represented at a popular level? Are certain characteristics emphasised and others downplayed? This book offers an answer to these questions through the analysis of a specific discourse on shamans that emerged in the Japanese metropolitan context between the late 20th century and the first decade of the 21st century, a discourse that the more ‘traditional’ approaches to the study on shamanism do not take into account. In order to better contextualise this specific discourse, the volume opens with a brief historical account of the formation of the academic discourse on shamans. Within the theoretical framework offered by critical discourse analysis and by means of multi-sited ethnographic research, it then weaves together different case studies: three novels by Taguchi Randy, a manga, a TV series and the case of an urban shaman who is mostly active in Tokyo. The main elements emerging from these case studies are explored by situating them in the precise historical and social context within which the discourse has been developed. This shows that the new discourse analysed shares several characteristics with the more ‘traditional’ and accepted discourses on shamanism, while at the same time differing in certain respects. In this work, particular attention is given to how the category and term ‘shaman’ is defined, used and re-negotiated in the Japanese metropolitan context. Through this approach, the book aims to further problematize the categories of ‘shaman’ and ‘shamanism’, by highlighting certain aspects that are not yet accepted by many scholars, even though they constitute a discourse that is relevant and effective.
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JOSHI, G. R. OPTIMIZATION by GREY RELATIONAL ANALYSIS and TAGUCHI METHOD: Application of Grey Relational Analysis and Taguchi Method for Optimization of the Wire-Cut Edm Process. Independently Published, 2021.

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Ruefer, Herbert. Living Without Mathematical Statistics: Accurate Analysis, Diagnosis, and Prognosis Based on the Taguchi Method. Springer, 2018.

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Ruefer, Herbert. Living Without Mathematical Statistics: Accurate Analysis, Diagnosis, and Prognosis Based on the Taguchi Method. Springer, 2018.

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Ruefer, Herbert. Treffsichere Analysen, Diagnosen und Prognosen: Leben ohne Statistik nach Genichi Taguchi. Springer Vieweg, 2018.

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Book chapters on the topic "TAGUCHI ANALYSIS"

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Sharma, Prashank, Chandan Singh Mehra, Utkarsh Jha, Sachin, and Anil Kumar. "Design of Sandwich Panel Using Taguchi Analysis." In Advances in Materials and Mechanical Engineering, 179–91. Singapore: Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-16-0673-1_15.

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Pardo, Scott A. "Taguchi Methods® and Robust Design." In Empirical Modeling and Data Analysis for Engineers and Applied Scientists, 223–39. Cham: Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-32768-6_15.

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Kackar, Raghu N. "Taguchi’s Quality Philosophy: Analysis and Commentary." In Quality Control, Robust Design, and the Taguchi Method, 3–21. Boston, MA: Springer US, 1989. http://dx.doi.org/10.1007/978-1-4684-1472-1_1.

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Antony, Jiju, and Mike Kaye. "Analysis and Interpretation of Data from Taguchi Experiments." In Experimental Quality, 151–93. Boston, MA: Springer US, 2000. http://dx.doi.org/10.1007/978-1-4615-5293-2_9.

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Nair, Vijay, and Daryl Pregibon. "A Data Analysis Strategy for Quality Engineering Experiments." In Quality Control, Robust Design, and the Taguchi Method, 289–309. Boston, MA: Springer US, 1989. http://dx.doi.org/10.1007/978-1-4684-1472-1_14.

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Wolf, A., D. Henes, S. Bogdanski, Th Lutz, and E. Krämer. "Statistical Analysis of Parameter Variations Using the Taguchi Method." In Notes on Numerical Fluid Mechanics and Multidisciplinary Design, 247–64. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-36185-2_10.

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Ni, Yudong, Yuanyuan Li, and Yindong Shen. "An Improved Artificial Bee Colony Algorithm and Its Taguchi Analysis." In Communications in Computer and Information Science, 104–17. Singapore: Springer Singapore, 2018. http://dx.doi.org/10.1007/978-981-13-2829-9_11.

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Gupta, Ajay Kumar, Pankaj Kumar, and R. K. Sahoo. "Numerical Analysis of Pulse Tube Cryocooler and Optimization Using Taguchi Method." In Lecture Notes in Mechanical Engineering, 253–64. Singapore: Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-33-4165-4_24.

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Ahmad, Mohd Nazri, and Abdul Rashid Mohamad. "Analysis on Dimensional Accuracy of 3D Printed Parts by Taguchi Approach." In Lecture Notes in Mechanical Engineering, 219–31. Singapore: Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-7309-5_22.

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Chohan, J. S., R. Kumar, and S. Singh. "Analysis of Dimensional Accuracy of Fused Filament Fabrication Parts Using Genetic Algorithm and Taguchi Analysis." In Materials Forming, Machining and Tribology, 105–13. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-04301-7_7.

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Conference papers on the topic "TAGUCHI ANALYSIS"

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Tsai, S. C., and K. M. Ragsdell. "Orthogonal Arrays and Conjugate Directions for Taguchi-Class Optimization." In ASME 1988 Design Technology Conferences. American Society of Mechanical Engineers, 1988. http://dx.doi.org/10.1115/detc1988-0035.

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Abstract The work of Genichi Taguchi has recently become a subject of great interest and promise amongst U.S. manufacturing companies. Dr. Taguchi’s philosophy contains two important elements [1] : 1. Quality loss is defined as deviation from target. 2. Quality can only be achieved economically by being designed in. Dr. Taguchi’s approach employs orthogonal arrays and analysis of variance (ANOVA) tables in place of Taylor-expansion methods[2]. This approach appears to provide an opportunity for greater accuracy and proven convenience for practical engineering problems. This paper reports on a portion of a major effort in the Design Productivity Center to add theoretical justification to the Taguchi approach. In particular we propose a new algorithm which employs orthogonal arrays and conjugate directions in an effort to make Taguchi Methods more effective and theoretically defined.
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Saurabh, J. S. Jassi, Aas Mohammad, D. P. Singh, and Hasan Zakir Jafri. "Machining parameter optimization using Taguchi approach." In 2015 International Conference on Futuristic Trends on Computational Analysis and Knowledge Management (ABLAZE). IEEE, 2015. http://dx.doi.org/10.1109/ablaze.2015.7154964.

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Horng, Ji-Bin. "Analysis of corotron charging by Taguchi method." In Color Hard Copy and Graphic Arts. SPIE, 1992. http://dx.doi.org/10.1117/12.2322219.

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Horng, Ji-Bin, and Derray Huang. "Analysis of corotron charging by Taguchi method." In SPIE/IS&T 1992 Symposium on Electronic Imaging: Science and Technology, edited by Jan Bares. SPIE, 1992. http://dx.doi.org/10.1117/12.59678.

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Tseng, Wen-Keng, King-Chu Hung, Frank Yih-Fong Tzeng, and Tsung-Ching Wu. "Taguchi analysis for quality stabilization of coffee roast." In 2017 International Conference on Applied System Innovation (ICASI). IEEE, 2017. http://dx.doi.org/10.1109/icasi.2017.7988460.

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Wallace, Jon M., Stephanie Wojcik, and Dimitri N. Mavris. "Robust Design Analysis of a Gas Turbine Component." In ASME Turbo Expo 2003, collocated with the 2003 International Joint Power Generation Conference. ASMEDC, 2003. http://dx.doi.org/10.1115/gt2003-38546.

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System quality and reliability are becoming increasingly more important for maintaining market place competitiveness and customer satisfaction. The objective of this paper is to demonstrate the application of the Taguchi Method as a straightforward means of improving product quality using simulation based predictions of the operating life of a critical gas turbine component. The method is applied to statistically select a set of creep life simulations that will illuminate a bucket design which is least sensitive to component and operating environment variation. Implications of this method to improving turbine component quality at the design level are discussed. The results of the Taguchi Method are compared to a robust design solution found using the more time consuming, yet more accurate Response Surface Monte Carlo method. Apparent advantages and limitations of the Taguchi method as applied to turbine component design are discussed.
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Hwang, Joon, and Woo-Jung Kang. "Analysis of Sewage Sludge Treatment Process Using Taguchi Method." In ASME 2005 International Mechanical Engineering Congress and Exposition. ASMEDC, 2005. http://dx.doi.org/10.1115/imece2005-82679.

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This paper presents the experimental analysis of sewage sludge drying process using Taguchi method to know the characteristics and optimize drying process parameters. There have been attempt to perform the sewage sludge disposal such as simple reclaiming, dumping in the sea, incineration. Currently, these methods are restricted by national or international government regulations. The drying process is adopted as effective method for sewage sludge treatment, however sewage sludge makes difficult to treat with large volume at the real drying process plant because of its own complicated physical, chemical, and thermal properties. To treat the sewage sludge in view of environmental friendly and cost effective way, it is necessary to control the volume and weight of sewage sludge. It is not only reduces the delivery expenses and improve the re-usability, but also prevents several shift environmental pollution from nocuous sewage sludge. In this study, sewage sludge drying process parameter was modeled and evaluated with Taguchi method. From these research results the process parameters can be optimized to satisfy the desired qualities of particle diameter and moisture content of dried sewage sludge, and also provided to achieve the economic process operation.
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Wang, Gou-Jen, Jhy-Cherng Tsai, Pai-Chung Tzeng, and Tsorng-Chi Chen. "Neural-Taguchi Method for Robust Design." In ASME 1996 Design Engineering Technical Conferences and Computers in Engineering Conference. American Society of Mechanical Engineers, 1996. http://dx.doi.org/10.1115/96-detc/cie-1327.

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Abstract Neural-Taguchi, a new engineering analysis method that combines the neural-network and the Taguchi techniques for better improvement of engineering design is proposed in this paper. Explicit system model that allows precise prediction and easy optimizing is constructed in terms of a multilayer feedforward neural network. Advantages and good performances of the proposed Neural-Taguchi method are well illustrated by a die cast component analysis problem.
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Baranescu, Rodica A., Satish D. Desai, and David A. Ginder. "Optimization Analysis of a Diesel Engine Using Cycle Analysis and Taguchi Methods." In 1989 SAE International Off-Highway and Powerplant Congress and Exposition. 400 Commonwealth Drive, Warrendale, PA, United States: SAE International, 1989. http://dx.doi.org/10.4271/891895.

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Lin, Heng Cheng, Chieh Kung, and Rong Shen Chen. "Taguchi Robust Analysis of Fatigue of Lead-Free Sn3.5Ag Solders." In ASME 2007 InterPACK Conference collocated with the ASME/JSME 2007 Thermal Engineering Heat Transfer Summer Conference. ASMEDC, 2007. http://dx.doi.org/10.1115/ipack2007-33597.

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This paper presents a study of the effects of selected geometry features on the fatigue life of the Sn3.5Ag lead-free solder ball on a multi-chip module (MCM) package. The features considered are both the upper and lower solder pad radii, the thickness of the substrate and that of the PC board. The components constituting the MCM include a heat spreader, thermal adhesive, chips, an underfill/Sn3.5Ag lead-free solder bumps mixture, structural adhesive, a substrate, a PC board, and Sn3.5Ag lead-free solder balls. To account for the time- and temperature-dependent behavior of the lead-free solders, a multi-linear isotropic hardening rule and a creep constitutive relation are considered. Linear elastic models are assumed for the rest components. In this study, the Surface Evolver is employed to determine the shape, including the height and pad radii, of the solder ball. A sliced 3D model is proposed using the finite element method to demonstrate the structural responses of the package subjected to ten temperature cycles between the high dwell temperature of 125°C and the low of −40°C. The structural responses of interest are deformation, stress distribution, and strain range of the solder ball having the greatest distance from the neutral point (DNP). A modified Coffin-Manson fatigue model is adopted to calculate the fatigue life cycle for the solders. In the course of the study, a parametric analysis is firstly conducted to characterize the influence of the geometry features on the fatigue life of the solders. An analysis of variation based on the Taguchi robust method is then exploited to investigate the optimal design for the fatigue life of the solders. Our results show that due to the mismatch of the coefficients of thermal expansion of the components, local deformations that do not comply with the global deformation are realized. Both the upper and lower pad radii have an opposite effect on the fatigue life of the solders. The fatigue life of the solders decreases as the thickness of the substrate or the PC board increases. The results using the Taguchi method reveal that among the four selected geometry features, both the upper pad radius and the PC board thickness are the most dominating factors. An optimal combination of the four features is recommended. This combination of the four features yields a fatigue life of 843 cycles that is a gain of 7.88 times of that of a reference package model.
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Reports on the topic "TAGUCHI ANALYSIS"

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Kim, Minho, and Junghwan Lim. A Study on the Optimum Design of Pre-Heater System by Using CFD Analysis and Taguchi Method. Warrendale, PA: SAE International, May 2005. http://dx.doi.org/10.4271/2005-08-0330.

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