Journal articles: 'Smart automation systems'

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Jia, Ruoxi, Baihong Jin, Ming Jin, Yuxun Zhou, Ioannis C. Konstantakopoulos, Han Zou, Joyce Kim, et al. "Design Automation for Smart Building Systems." Proceedings of the IEEE 106, no. 9 (September 2018): 1680–99. http://dx.doi.org/10.1109/jproc.2018.2856932.

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Redzwan, F. N. M., A. H. F. Suhaimi, and A. K. Husaini. "The development of IoT Smart House Automation System controlled wirelessly via OpenHab central server." IOP Conference Series: Materials Science and Engineering 1176, no. 1 (August 1, 2021): 012021. http://dx.doi.org/10.1088/1757-899x/1176/1/012021.

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Abstract Smart home technology, also often referred to as home automation, provides homeowners security, comfort, convenience, and energy efficiency by allowing them to control smart devices, often by a smart home app on their smartphone or another networked device. A part of the internet of things (IoT), smart home systems and devices often operate together, sharing consumer usage data among themselves and automating actions based on the homeowners’ preferences. This smart home automation system will be a server-based system using the OpenHab central server that can connect and control the house appliances by using an application that can be installed on the smartphone. By using this smart house system, the user can control their home appliances from distance. It can reduce the cost and provide better time management of the household.

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Khamdamov, D. H., and Kh T. Yuldashev. "USING MODERN AUTOMATION IN THE GREENHOUSE." International Journal of Advance Scientific Research 02, no. 05 (May 1, 2022): 28–37. http://dx.doi.org/10.37547/ijasr-02-05-06.

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Work was carried out to study separately existing smart greenhouse systems, during the consideration of which their advantages and disadvantages were identified. Having considered all possible options for smart greenhouse systems, we determined the best ways of development. Based on the data obtained, the relevance of the chosen project topic was substantiated. He developed an electrical circuit diagram, the elements of which were selected in accordance with the necessary parameters, which were also indicated in the list of elements.

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Dazahra, M. N., F. Elmariami, A. Belfqih, and J. Boukherouaa. "A Defense-in-depth Cybersecurity for Smart Substations." International Journal of Electrical and Computer Engineering (IJECE) 8, no. 6 (December 1, 2018): 4423. http://dx.doi.org/10.11591/ijece.v8i6.pp4423-4431.

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The increase of cyber-attacks on industrial and power systems in the recent years make the cybersecurity of supervisory control and data acquisition and substation automation systemsa high important engineering issue. This paper proposes a defense in depth cybersecurity solution for smart substations in different layers of the substation automation system. In fact, it presents possible vulnerabilities in the substation automation system and propose a multiple layer solution based on best practice in cyber security such as the hardening ofdevices, whitelisting, network configuration, network segmentation, role-based account management and cyber security management and deployement.

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Wei, Dong, Yan Lu, Mohsen Jafari, Paul M. Skare, and Kenneth Rohde. "Protecting Smart Grid Automation Systems Against Cyberattacks." IEEE Transactions on Smart Grid 2, no. 4 (December 2011): 782–95. http://dx.doi.org/10.1109/tsg.2011.2159999.

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Vogel-Heuser, Birgit, Feng Ju, Cesare Fantuzzi, Yan Lu, and Dieter Hess. "Knowledge-Based Automation for Smart Manufacturing Systems." IEEE Transactions on Automation Science and Engineering 18, no. 1 (January 2021): 2–4. http://dx.doi.org/10.1109/tase.2020.3044620.

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Shmanev, Timofey, Viktoriya Ul'yanickaya, and Oksana Pokrovskaya. ""Smart Railway Station" — Complex of Innovative Systems." Bulletin of scientific research results 2022, no. 4 (December 24, 2022): 150–59. http://dx.doi.org/10.20295/2223-9987-2022-4-150-159.

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Purpose: Automation of control systems for life support and service processes at infrastructure facilities of passenger complex, in the single informational space, through digital platforms. Methods: The work uses experimental-theoretical level methods: cause-and-effect relationships, algorithmization, flowcharts and others. Results: Practical recommendations for transition from manual (personalized) labor on railway station complexes to automated system (processes), related to passenger service, are given. Practical significance: Recommendations are given on the usage and digitization of automated control systems for life support processes of railway station complex. The proposed solution is based on the transformation of processes aimed at step-by-step automation of production, service and commercial activities of railway station complexes.

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Dai, Xuan, Jian Mao, Jiawei Li, Qixiao Lin, and Jianwei Liu. "HomeGuardian: Detecting Anomaly Events in Smart Home Systems." Wireless Communications and Mobile Computing 2022 (June 13, 2022): 1–11. http://dx.doi.org/10.1155/2022/8022033.

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As a typical application of Internet of Things (IoT), home automation systems, namely, smart homes, provide a more convenient and intelligent life experience through event recognition, automation control, and remote device access. However, smart home systems have also given rise to new complications for security issues. As an event-driven IoT system, smart home environments are vulnerable to security attacks, and vulnerable devices are far-spread due to the quick development cycles. Attack vectors to smart homes inevitably manifest in abnormal event contexts. In this paper, we propose HomeGuardian, a context-based approach to identify abnormal events in smart homes. In our approach, we extract temporal context and environmental context from system logs, aggregate (embed) these hybrid contexts, and construct a learning-based classifier to identify the abnormal events. We develop a testbed to implement and evaluate our approach.

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Mehta, Kapil, Yogesh Kumar, and Aayushi Aayushi. "Enhancing Time Synchronization for Home Automation Systems." ECS Transactions 107, no. 1 (April 24, 2022): 6197–208. http://dx.doi.org/10.1149/10701.6197ecst.

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Clock synchronization techniques are in highly demand for smart home applications with the approach of the Internet of Things (IoT). The developing innovation of smart home applications built on the Internet of Things is generally constrained and scattered. Synchronization is the basic characteristic of the emerging field of IoT in smart home applications which is recommended for improving the acceptance and its use. For the clock synchronization between systems, Network Time Protocol (NTP) is used. But due to inconsistent routing and limited computing resources there can be the dominant source of error that limits time transfer uncertainty. This paper proposes an Elastic Timer Protocol for home automation system networks that performs better in terms of consumption of energy and time of convergence than other clock synchronization protocols. The proposed protocol improves the elasticity and efficiency of the network, resulting in a faster network convergence time. Furthermore, simulation results revealed that the proposed work has improved performance metrics and proved superior performance characteristics when compared to standard synchronization protocols.

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Moghaddam, Seyed Mohammad Sadegh Hosseini, Massoud Dashtdar, and Hamideh Jafari. "AI applications in smart cities’ energy systems automation." Repa Proceeding Series 3, no. 1 (June 30, 2022): 1–5. http://dx.doi.org/10.37357/1068/crgs2022.3.1.01.

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Artificial intelligence (AI) plays a significant role in energy systems transformations in smart cities. Climate change and environmental sustainability imposed utilities to shift toward renewable energy resources and technologies applications in recent decades. Renewable energy technology deployment is associated with high initial investment and integration with the existing supply and demand systems. Operation stability has been challenging to integrate renewable energy with the customary old systems. On the other hand, renewable energy ensures sustainable energy and future development with minimum loss and greenhouse gas emissions. Therefore, AI is the primary mover of power systems modernization with high accuracy of management and control. This study tried to evaluate the efficiency and performance of AI in the renewable energy sector, focusing on the European Union as the case study. This study analyzes the first renewable energy processes in the chain and energy from gross to final consumption. Afterward economic consequences of renewable energy using natural resources (solar, wind, etc.) in smart cities are discussed. Finally, the efficiency of AI in renewable energy is examined, followed by future work.

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J. Gokulraj, J. Deepika,. "Internet of Things Device Enabled Smart Home Integrated Architecture with Security Services." Turkish Journal of Computer and Mathematics Education (TURCOMAT) 12, no. 6 (April 5, 2021): 2614–23. http://dx.doi.org/10.17762/turcomat.v12i6.5708.

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The innovative internet technology of domestic automation applications is widely distributed. Home automation systems have become increasingly sophisticated by providing access to all people irrespective of time or place. Home automation devices, known as smart home systems, are supplied with wireless communication technologies via cell phones and microcontrollers for a remote control of wired non-computers at home. In this digital age, the home automation system was developed to target a broad range of applications for new digital consumers. Smart home systems with Internet connectivity of objects and security services, incorporation of intelligence into sensors and actuators, networking of intelligent elements that enable interactions between intelligent devices allow easy access at different locations, increased calculation power, storage capacity and efficient data sharing.

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Sri, C. Haritha, K. Ammu, Dr S. Saira Banu, and Dr G. Chinnasamy. "Smart Home Automation System Using Arduino." International Journal for Research in Applied Science and Engineering Technology 10, no. 8 (August 31, 2022): 898–901. http://dx.doi.org/10.22214/ijraset.2022.46285.

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Abstract: Smart home automation system enables us to control over home appliances using smart phones. This project is created on an Arduino board with android software and a Bluetooth module (HC-05). In the context of a smart home environment that emphasises interoperability, reliability, integration of smart homes and privacy in context. Bluetooth is used for physically disabled people allowing them to remotely control home appliances like lighting, heating systems, and security measures using a smartphone

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Vogt, D. G. "Positioning laboratory automation for today's dynamic climate." Journal of Automatic Chemistry 16, no. 5 (1994): 231–33. http://dx.doi.org/10.1155/s1463924694000283.

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Laboratory automation has existed and matured at Eli Lilly and Company for well over a decade. The author's section serves as a developer of laboratory automation systems for customers within Lilly and embodies ‘robotic friendly’ laboratories with highly technical and experienced personnel. With several systems showing signs of age, second generation ‘smart systems’ have been developed and delivered during the last three years. These systems were built with an ideology different from previous systems. Upon their delivery, the ‘smart systems’ met the customer's functional requirements but the overall acceptance of this ideology is still being debated due to the perception of failure. Much of this perception can be attributed to the delivery of a system heavily dependent on system maintenance, something totally unexpected by the customer. This paper discusses the ideology of a‘smart systems’ and the results following implementation. The events that led to the review and subsequent departure of the ‘smart systems’ ideology are also described.

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Alam, Tanweer, Abdulrahman A. Salem, Ahmad O. Alsharif, and Abdulaziz M. Alhejaili. "Smart Home Automation Towards the Development of Smart Cities." APTIKOM Journal on Computer Science and Information Technologies 5, no. 1 (March 25, 2020): 13–20. http://dx.doi.org/10.34306/csit.v5i1.119.

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Home automation system is a system that controls by the smart device using a mobile application. It can control home appliances such as light, fans, air conditions, and smart security locks, etc. Bluetooth or Wi-Fi technology will be used to control things remotely. Many people were thinking about that technology is taking a really huge part of our lives. It does! we’re living in a modern generation where smart and intelligent systems are necessary to be there wherever we are to make our lives easier and much better, for example, we can do many things faster, better, and more accurate.

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Alam, Tanweer, Abdulrahman A. Salem, Ahmad O. Alsharif, and Abdulaziz M. Alhejaili. "Smart home automation towards the development of smart cities." Computer Science and Information Technologies 1, no. 1 (May 1, 2020): 17–25. http://dx.doi.org/10.11591/csit.v1i1.p17-25.

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Home automation system is a system that controls by the smart device using a mobile application. It can control home appliances such as light, fans, air conditions, and smart security locks, etc. Bluetooth or Wi-Fi technology will be used to control things remotely. Many people were thinking about that technology is taking a really huge part of our lives. It does! we’re living in a modern generation where smart and intelligent systems are necessary to be there wherever we are to make our lives easier and much better, for example, we can do many things faster, better, and more accurate.

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Helo, Murad O. Abed, Alaa Shaker, and Laith A. Abdul-Rahaim. "Design and Implementation a Cloud Computing System for Smart Home Automation." Webology 18, SI05 (October 30, 2021): 879–93. http://dx.doi.org/10.14704/web/v18si05/web18269.

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This work providing a smart home concept, teach intelligent home techniques and smart grid appearance. The main applications of various home automation technologies and future improvements, as well as the different concept of energy conservation in the field of smart home. The proposed system integrates many functions and automation devices for many home applications in one application and this is easy to use for monitoring and control from the user using a computer or smartphone via the Internet. The sensors used in this work are: Temperature sensor: to provide an indication of the temperature and to know the customer if necessary to turn the air conditioning on or off, manually or automatically resulting in reduced energy consumption. Humidity Sensor Used to provide an indicator of humidity in garden watering by turning off or turning on the water valve, which can be set manually or automatically to save water at a high level and also protect garden plants from thirst or excessive water. Motion sensor: to control the outside and inside home lighting by ON OFF the light only if the human is detected, this done by using special algorithm. The gain in energy keeping is high percentage. The motion sensor was used to control the movement and recording of the camera by ON OFF, while detecting human movement only, and this is done using a special algorithm. This process facilitates monitoring and reduces the storage process for cameras only when needed. All these procedures of the proposed smart home system are combined with the Internet of Things (IoT), Webbing and Clouding through sensors and actuators controlling the home appliances by using Raspberry-Bi 3B+ platform. Sharing the data and networking smart sensors by using Wi-Fi technology. The Cloud computing services used to facilitate interactions process with smart devices. Moreover, Cisco Packet Tracer program used to simulate all the above process.

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Gupta, Sachin. "IoT based Smart Home Automation using NodeMCU." International Journal for Research in Applied Science and Engineering Technology 9, no. 9 (September 30, 2021): 1179–88. http://dx.doi.org/10.22214/ijraset.2021.38165.

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Abstract: With the expansion of Automation technology, life is getting simpler and easier altogether aspects. In the present world, Automatic systems are dominant over manual systems. The rapid increase within the number of users of the internet over the past decade has made the Internet a neighborhood and parcel of life, and IoT is that the latest and emerging internet technology. The Internet of things could also be a growing network of everyday object-from industrial machines to a commodity that can share information and complete tasks while you're busy with other activities. Wireless Home Automation system using IoT could also be a system that uses computers or mobile devices to manage standard home functions and its features automatically through the web from anywhere around the globe, an automatic house is sometimes called a sensible home. It is meant to save a plethora of electrical power and human (manual) energy. The home automation system differs from another system by admitting the user to figure the system from anywhere around the world through an online connection (internet). In this paper, we present a Home Automation system using Blynk Community that employs the mixing of cloud networking, wireless communication, to supply the user with a remote of various appliances within their home and storing the data logs in the cloud. This system is meant to be low cost and expandable allowing a spread of devices to be controlled. Keywords: IoT, Home Automation, NodeMCU, Blynk App, Relay Module

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Abdullah, Muhammad Saef Tarqani, and Lucyantie Mazalan. "Smart Automation Aquaponics Monitoring System." JOIV : International Journal on Informatics Visualization 6, no. 1-2 (May 28, 2022): 256. http://dx.doi.org/10.30630/joiv.6.1-2.925.

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Modern agriculture, such as aquaponics, has become a well-known solution nowadays for farming, especially in Asia countries. It provides an alternative to support food demands and maintain environmental sustainability. However, it requires manpower and time to maintain and monitor the system. This research proposes a smart automation aquaponic monitoring system that helps users maintain and monitor the system through smartphone applications. The system uses DHT11 to record temperature and humidity, HC-SR04 for water level, and FC-28 to maintain soil moisture. The sensors are integrated with WeMos D1 Wi-Fi Uno based ESP8266 microcontroller to process the data. The data collected is stored in the cloud and retrieved via the Blynk application, which also performs as an actuator and allows users to control the parameters involved. The application helps to monitor the humidity, temperature, and water level in the fish tank and control the actuator for feeding fish. The system also sends a notification to the user for any activities performed, such as watering plants, feeding fish, and abnormality of temperature in the surroundings. The performance of the system was evaluated using regression modeling. The result indicates positive growth for both plants and fish during the monitoring duration, suggesting the proposed system's effectiveness. Overall, this solution helps to reduce manpower and operation costs as well as alternatives for food demand and stabilize environmental sustainability, especially in the urban residency.

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Sharma, Nidhi, and Suresh Kumar Kashyap. "Use of Digital Economies Ensuring Smart and Sustainable Manufacturing Systems for Industry 5.0." International Journal of Information Systems and Social Change 13, no. 1 (January 1, 2022): 1–10. http://dx.doi.org/10.4018/ijissc.306965.

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Smart wearable technology is taken into account as a paradigm shift in healthcare and health insurance industry. More and more wrists are wrapped in smartwatches with advanced technology using serval applications connected to smart mobile phones and sensors to track and monitor the healthy lifestyle of the wearers. This paper aims at conducting a systematic review of literature related to smart wearables that engage people in ensuring sustainable healthy lifestyle. The increasing capability of automation with AI turned the robots to cobots and results in Industry 5.0 as a brand-new historic period. Sensing technology, big data, and AI (AI) have proven viable at automating, managing, and optimizing a good range of non-industrial processes. The study focused on impact of consumer-grade smart wearables including smartwatch, and other patient related devices monitoring heart rate, speech therapy adherence, etc. Study found that health insurance companies are already using such devices to track the healthy lifestyle of patients and determining the insurance premium based on that.

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Ardito, Carmelo, Giuseppe Desolda, Rosa Lanzilotti, Alessio Malizia, Maristella Matera, Paolo Buono, and Antonio Piccinno. "User-defined semantics for the design of IoT systems enabling smart interactive experiences." Personal and Ubiquitous Computing 24, no. 6 (September 26, 2020): 781–96. http://dx.doi.org/10.1007/s00779-020-01457-5.

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AbstractAutomation in computing systems has always been considered a valuable solution to unburden the user. Internet of Things (IoT) technology best suits automation in different domains, such as home automation, retail, industry, and transportation, to name but a few. While these domains are strongly characterized by implicit user interaction, more recently, automation has been adopted also for the provision of interactive and immersive experiences that actively involve the users. IoT technology thus becomes the key for Smart Interactive Experiences (SIEs), i.e., immersive automated experiences created by orchestrating different devices to enable smart environments to fluidly react to the final users’ behavior. There are domains, e.g., cultural heritage, where these systems and the SIEs can support and provide several benefits. However, experts of such domains, while intrigued by the opportunity to induce SIEs, are facing tough challenges in their everyday work activities when they are required to automate and orchestrate IoT devices without the necessary coding skills. This paper presents a design approach that tries to overcome these difficulties thanks to the adoption of ontologies for defining Event-Condition-Action rules. More specifically, the approach enables domain experts to identify and specify properties of IoT devices through a user-defined semantics that, being closer to the domain experts’ background, facilitates them in automating the IoT devices behavior. We also present a study comparing three different interaction paradigms conceived to support the specification of user-defined semantics through a “transparent” use of ontologies. Based on the results of this study, we work out some lessons learned on how the proposed paradigms help domain experts express their semantics, which in turn facilitates the creation of interactive applications enabling SIEs.

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Bansal, Maggi, Inderveer Chana, and Siobhan Clarke. "Enablement of IoT Based Context-Aware Smart Home with Fog Computing." Journal of Cases on Information Technology 19, no. 4 (October 2017): 1–12. http://dx.doi.org/10.4018/jcit.2017100101.

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The recent advent of Internet of Things (IoT), has given rise to a plethora of smart verticals- smart homes being one of them. Smart Home is a classic example of IoT, wherein smart appliances connected via home gateways constitute a local home network to assist people in activities of daily life. Smart Home involves IoT-based automation (such as smart lighting, heating, surveillance etc.), remote monitoring and control of smart appliances. Besides automation, human-in-the-loop is a unique characteristic of Smart home to offer personalized services. Understanding the human behavior requires context processing. Thus, enablement of Smart home involves two prominent technologies IoT and context-aware computing. Further, local devices lying in the smart home have the implicit location and situational information, hence fog computing can offer real-time smart home services. In this paper, the authors propose ICON (IoT-based CONtext-aware) framework for context-aware IoT applications such as smart home, further ICON leverages fog-based IoT middleware to perform context-aware processing.

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Rákay, Róbert, and Alena Galajdová. "TESTING PROPERTIES OF SMART CONDITON MONITORING SYSTEM." TECHNICAL SCIENCES AND TECHNOLOGIES, no. 3(21) (2020): 266–73. http://dx.doi.org/10.25140/2411-5363-2020-3(21)-266-273.

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Urgency of the research. Modern trends in the automation focus on the implementation of new technologies to reduce production and maintenance costs. Maintenance and service of every industrial automation system is crucial. Target setting. When engineers try to optimize the cost of production and processes, they usually reduce maintenance cost. The latest smart monitoring systems provide significant benefits in terms of risk management and equipment failure reduction. Actual scientific researches and issues analysis. To prepare this paper, various publicly available datasheets and experimental solutions were analyzed as well as conclusions of other experiments were used to create the knowledge base on this research topic. Uninvestigated parts of general matters defining. Many different monitoring technologies can operate online and offline from various vendors of automation technologies. This paper is insufficient to describe them all. The research objective. In this article, automation monitoring systems were analyzed in terms of problems with machine inspection and predictive maintenance. And the results of the article form the basis for a further research task. The statement of basic materials. To predict a future malfunction or to prevent the failure of an industrial machine now it is necessary to implement the latest monitoring technologies. The use of compact solutions in smart monitoring, such as Mitsubishi SCM or VIKON MMP, provides a good basis for solving problems such as bearing breakdowns and its subsequentfailure. Conclusions. The proposed paper provides possibilities for smart monitoring of an industrial automation system. Thetested system can provide useful information about unknown conditions inside our device, without interrupting the operation.

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Williamson, Sheldon, and K. Vijayakumar. "Artificial intelligence techniques for industrial automation and smart systems." Concurrent Engineering 29, no. 3 (August 30, 2021): 291–92. http://dx.doi.org/10.1177/1063293x211026275.

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Yi, Peizhong, Abiodun Iwayemi, and Chi Zhou. "Building Automation Networks for Smart Grids." International Journal of Digital Multimedia Broadcasting 2011 (2011): 1–12. http://dx.doi.org/10.1155/2011/926363.

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Smart grid, as an intelligent power generation, distribution, and control system, needs various communication systems to meet its requirements. The ability to communicate seamlessly across multiple networks and domains is an open issue which is yet to be adequately addressed in smart grid architectures. In this paper, we present a framework for end-to-end interoperability in home and building area networks within smart grids. 6LoWPAN and the compact application protocol are utilized to facilitate the use of IPv6 and Zigbee application profiles such as Zigbee smart energy for network and application layer interoperability, respectively. A differential service medium access control scheme enables end-to-end connectivity between 802.15.4 and IP networks while providing quality of service guarantees for Zigbee traffic over Wi-Fi. We also address several issues including interference mitigation, load scheduling, and security and propose solutions to them.

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Németh, Balázs. "Analysis and Synthesis of Coordinated Control Systems for Automated Road Vehicles." Energies 15, no. 20 (October 18, 2022): 7674. http://dx.doi.org/10.3390/en15207674.

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MOROZOVA, OLGA, ARTEM TETSKYI, ANDRII NICHEPORUK, DENUS KRUVAK, and VITALII TKACHOV. "SMART HOME SYSTEM SECURITY RISK ASSESSMENT." Computer systems and information technologies, no. 3 (April 14, 2022): 81–88. http://dx.doi.org/10.31891/csit-2021-5-11.

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The concept of the Internet of Things became the basis of the fourth industrial revolution, which allowed to transfer the processes of automation to a new saber. As a result, automation systems, such as smart homes, healthcare systems and car control systems, have become widespread. The developers of such systems primarily focus their efforts on the functional component, leaving safety issues in the background. However, when designing and operating IoT systems, it is equally important to assess potential bottlenecks and develop complete and comprehensive strategies to mitigate and eliminate the negative effects of cyberattacks. The purpose of this study is to identify possible cyber threats and assess their impact on critical information objects in the smart home system. To achieve this goal, the three-level architecture of the smart home system is considered and a review of known cyber threats for each level is conducted. The critical information objects in the smart home system are the containers in which the information objects are stored, the risk assessment criteria and the cyber threat scenarios. The information security risks of the smart home system were assessed using the OCTAVE Allegro methodology for the information object that presents the information collected by the smart home sensors.

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Al Shahrani, Ali M., Madani Abdu Alomar, Khaled N. Alqahtani, Mohammed Salem Basingab, Bhisham Sharma, and Ali Rizwan. "Machine Learning-Enabled Smart Industrial Automation Systems Using Internet of Things." Sensors 23, no. 1 (December 28, 2022): 324. http://dx.doi.org/10.3390/s23010324.

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Industrial automation uses robotics and software to operate equipment and procedures across industries. Many applications integrate IoT, machine learning, and other technologies to provide smart features that improve the user experience. The use of such technology offers businesses and people tremendous assistance in successfully achieving commercial and noncommercial requirements. Organizations are expected to automate industrial processes owing to the significant risk management and inefficiency of conventional processes. Hence, we developed an elaborative stepwise stacked artificial neural network (ESSANN) algorithm to greatly improve automation industries in controlling and monitoring the industrial environment. Initially, an industrial dataset provided by KLEEMANN Greece was used. The collected data were then preprocessed. Principal component analysis (PCA) was used to extract features, and feature selection was based on least absolute shrinkage and selection operator (LASSO). Subsequently, the ESSANN approach is proposed to improve automation industries. The performance of the proposed algorithm was also examined and compared with that of existing algorithms. The key factors compared with existing technologies are delay, network bandwidth, scalability, computation time, packet loss, operational cost, accuracy, precision, recall, and mean absolute error (MAE). Compared to traditional algorithms for industrial automation, our proposed techniques achieved high results, such as a delay of approximately 52%, network bandwidth accomplished at 97%, scalability attained at 96%, computation time acquired at 59 s, packet loss achieved at a minimum level of approximately 53%, an operational cost of approximately 59%, accuracy of 98%, precision of 98.95%, recall of 95.02%, and MAE of 80%. By analyzing the results, it can be seen that the proposed system was effectively implemented.

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Lutai, L., and A. Kvachov. "РОЗРОБЛЕННЯ SMART-СИСТЕМИ ЖИТТЄЗАБЕЗПЕЧЕННЯ І МОНІТОРИНГУ КІМНАТНИХ РОСЛИН." Open Information and Computer Integrated Technologies, no. 87 (June 30, 2020): 257–73. http://dx.doi.org/10.32620/oikit.2020.87.15.

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A robotic system is a microcontroller with a set of sensors that register external changes (humidity, lighting, temperature, etc.), a data exchange module, and an execution mechanism that begins to act when the user sends a command to the microcontroller from an Android device. Creating robotic systems is one of the main tasks of industrial automation, which is closely related to the IoT (Internet of Things) technology. There are a lot of variations in the development of robotic systems in synergy with IoT: "Smart Home", driverless car, cleaning robot, etc. In most cases, a smart home is a home automation system – a system that helps save time on managing all other engineering and entertainment devices. And the more devices, the more necessary it is to use automation systems. For a large number of IoT systems, a mobile phone or tablet based on the Android or iOS operating system is often used as a control device. This is due to the mobility in managing and monitoring messages through a handheld device. The purpose of this article is to develop a Smart system for life support and monitoring the condition of indoor plants.The Smart system being developed provides for the creation of not only a plant life support system, but also the creation of a mobile application for managing and monitoring plant life support. In the course of writing the article, the existing automated control systems were investigated and a block diagram of the Smart system was constructed, taking into account its interaction with the mobile application. The article uses a decentralized automation system in which the main elements are the ESP8266 microcontroller (as a transmitter) and the Atmega328 microcontroller (as a data processing element). An application for a mobile device that acts as a remote control has also been developed. Within the framework of the article, an electrical schematic diagram of the Smart system has been developed. The article also provides detailed instructions and recommendations for both hardware and software parts.

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Harrison, Robert, Daniel Vera, and Bilal Ahmad. "Towards the realization of dynamically adaptable manufacturing automation systems." Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 379, no. 2207 (August 16, 2021): 20200365. http://dx.doi.org/10.1098/rsta.2020.0365.

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The transition from traditional to truly smart dynamically adaptable manufacturing demands the adoption of a high degree of autonomy within automation systems, with resultant changes in the role of the human, in both the manufacturing and logistics functions within the factory. In the context of smart manufacturing, this paper describes research towards the realization of adaptable autonomous automation systems from both the control and information perspectives. Key facets of the approach taken at WMG are described in relation to human–machine interaction, autonomous approaches to assembly and intra-logistics, integration and dynamic system-wide optimization. The progression from simple distributed behavioural components towards autonomous functional entities is described. Effective systems integration and the importance of interoperability in the realization of more distributed and autonomous automation systems are discussed, so that operational information can propagate seamlessly, eliminating the traditional boundary between operational technology and information technology systems, and as an enabler for global knowledge collection, analysis and optimization. This article is part of the theme issue ‘Towards symbiotic autonomous systems'.

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Gao, Zhiwei, Michael Z. Q. Chen, and Dapeng Zhang. "Special Issue on “Advances in Condition Monitoring, Optimization and Control for Complex Industrial Processes”." Processes 9, no. 4 (April 9, 2021): 664. http://dx.doi.org/10.3390/pr9040664.

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Complex industrial automation systems and processes, such as chemical processes, manufacturing systems, wireless network systems, power and energy systems, smart grids and so forth, have greatly contributed to our daily life [...]

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Quazi, Taiba, and Prof Muzaffar Khan. "IoT Based Smart Factory Over the Cloud." International Journal for Research in Applied Science and Engineering Technology 10, no. 4 (April 30, 2022): 569–72. http://dx.doi.org/10.22214/ijraset.2022.41318.

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Abstract: Industry 4.0 is a huge step forward in the industrialization process. Modern environment industries are seeing fast growth in terms of performance capabilities and expectations for corporate clients and the industrial sector in recent years. The Internet of Things (IoT) is a cutting-edge and quickly expanding sector for network automation, data sensing, data mining, and control. These systems have a strong inclination to monitor and regulate various industrial processes. Because of its costeffectiveness and adaptability, IoT systems have been adopted and have applications in a variety of sectors. In this project, we're creating a prototype that features real-time AC motor control through a wireless network. Data may be saved, monitored, and then transported to cloud storage with the aid of this technology. Keywords: Industry 4.0, DC motor, automation, control

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Swami, Rahul, Shreyash Kumar, Shivank Kumar, Vishal Rathi, and Jivanshu Joshi. "SharPi- Smart Home Automation using Raspberry Pi." Journal of IoT Security and Smart Technologies 1, no. 2 (July 30, 2022): 29–35. http://dx.doi.org/10.46610/jisst.2022.v01i02.005.

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Home Automation systems achieved great popularity over the last decade, increasing the quality of life while also providing better comfort. The concept gained traction because of its numerous advantages. One can easily achieve home automation today by choosing from the various services available to them. The services establish a connection between the home appliances and the electrical devices to the Internet or the cloud. Home automation is reaching the zenith in recent days due to the advancements in telecommunications ( the launch of 5G) that offers greater quality connectivity to the people. Cloud computing-based platforms help to connect to the things in everyday surroundings so that one can easily access anything and everything simply through their voice or custom designed portals. Therefore, the cloud acts as a frontend to IoT. Here, we are designing a system that can control the devices through a wireless network or over the cloud. The project aims to design an IoT based home automation system with the goal to giving the user complete control over all things wireless. The proposed system will can be controlled from a central host server, the internet, and also via smartphones simply by using different voice commands.

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Lieske, Tobias, Denis Shuklin, Daniel Hohnloser, Marc Reichenbach, Benjamin Pfundt, Dietmar Fey, and Robert Weigel. "Smart Sensor Framework: A Pressure Sensor for Smart Home Applications." Advanced Engineering Forum 19 (October 2016): 92–106. http://dx.doi.org/10.4028/www.scientific.net/aef.19.92.

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Smart home automation applications require a dense information network for proper func-tionality. Air-conditioning or filtration systems, for example, must detect airflows caused by openwindows and doors. An unambiguous detection of such airflows can be performed by a distributedsensor network. Current off-the-shelf sensors often lack processing and communication units, resulting in a large design assembly of discrete integrated circuits (ICs) on one printed circuit board (PCB)that requires additional power supply. Distributing such designs within a home without interferingwith the existing surroundings proves to be difficult in terms of acceptance and usability. This paperpresents a solution by offering an integrated design that includes a microelectromechanical system(MEMS) pressure sensor element along with an analog to digital converter (ADC) and a customizableand programmable processing unit. The integration leads to a smaller overall footprint and reducedpower consumption, which positively affects the acceptance rate of distributed smart sensor networksfor home automation. Clear interfaces between the components ensure an extensible and adaptablesystem design suitable for further smart sensor applications, resulting in a smart sensor framework.

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Bageshree Pathak, Dr, and Shriyanti Kulkarni. "Speaker Recognition System for Home Security using Raspberry Pi and Python." International Journal of Engineering & Technology 7, no. 4.5 (September 22, 2018): 95. http://dx.doi.org/10.14419/ijet.v7i4.5.20019.

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The transfer of manual controls to machine controls is automation. Automation is the need of the hour. Home automation is automation of home systems to create smart homes. It includes security systems, appliance control and environment control. The increasing need for safety and security has brought biometric security systems to the forefront. Speech being unique and individualistic can be used for biometric identification. The proposed system is a prototype which can be fitted for speaker recognition for home security. The system will identify the registered speakers and will allow access to the recognized speaker. The system is implemented on Raspberry pi platform using Python language.

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Szulewski, Piotr. "The effectively combined systems for intelligent production." Mechanik 91, no. 1 (January 8, 2018): 6–11. http://dx.doi.org/10.17814/mechanik.2018.1.1.

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The paper illuminates the latest software and hardware concepts introduced to transform traditional manufacturing environments into new, flexible, smart, digital and Industrial 4.0 compliant factories. The technical innovations in the field of robots, programmable control, automation components which were presented at the EMO 2017.

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Schmitt, Johannes, Thomas Goldschmidt, and Philipp Vorst. "Cloud-enabled Automation Systems using OPC UA." atp magazin 56, no. 07-08 (July 30, 2014): 34–40. http://dx.doi.org/10.17560/atp.v56i07-08.2253.

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Emerging applications like smart grids and the Internet of Things pose new challenges to industrial systems. A drawback of OPC UA in the context of cloud-based applications are its client-server based communication concept and challenges due to firewalls, proxies, dynamic IP addresses, NATs and client-lookup strategies. Our aim is to interleave OPC UA with web and cloud technologies. We extended the communication concept of OPC UA and provide an evaluation of various protocols that serve as an additional transport layer underneath OPC UA.

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Baç, Uğur. "An Integrated SWARA-WASPAS Group Decision Making Framework to Evaluate Smart Card Systems for Public Transportation." Mathematics 8, no. 10 (October 7, 2020): 1723. http://dx.doi.org/10.3390/math8101723.

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Recent technological developments affect daily life as much as they affect the industries. As part of these developments, automation and smart systems are important part of everyday life. Smart card systems are one of the well-known types of smart automation technology being used by the majority of the population in public transportation in most developed countries. Even though automated fare payment systems have been widely integrated into public transportation in developed countries, integration of smart card systems is still under consideration in most developing countries. The aim of this study is to propose a framework to evaluate different smart card systems to determine the best one and additionally validate their benefits when compared with the traditional fare payment system. For this purpose, an integrated multi-criteria decision making (MCDM) framework is used that combines two recent and popular methodologies together. The proposed methodology employs Stepwise Weight Assessment Ratio Analysis (SWARA) method for determination of criteria weights in the decision model and the Weighted Additive Sum Product Assessment (WASPAS) method for comparison of alternatives. Research results revealed that all smart card systems show improvements under performance, reliability, and user satisfaction related criteria. However, traditional fare payment systems are found to be safer under consideration of personal data protection. Findings of this study can be used to select the best smart card system and as a guide for deciding on areas of improvement during the implementation phase to ensure higher user satisfaction.

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Rákay, Róbert, and Alena Galajdová. "COMPARISON OF COMMUNICATION PROTOCOLS FOR SMART DEVICES." TECHNICAL SCIENCES AND TECHNOLOGIES, no. 3(17) (2019): 146–54. http://dx.doi.org/10.25140/2411-5363-2019-3(17)-146-154.

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The urgency of the research. Modern trends in the automation focus on the implementation of new communication protocols, wireless data transfer and reduced costs. The communication part of every automation system is crucial, whether it is in the home or industry. Target setting. During the design of the automated systems and the connection of different devices solution, developers have to address different requirements as addressing, data rates, data security, etc. The newest communication protocols and data transfer technologies provide significant data rate and MCU load reduction. Actual scientific researches and issues analysis. To prepare this paper, different free available datasheets and experimental solutions were analyzed as well as conclusions of our previous and other ongoing experiments were used to create the knowledge base about this research topic. Uninvestigated parts of general matters defining. There are many different communication solutions and every manufacturer of communication device provides its best solution. Not all of them can be described in this article. The research objective. The different communication technologies were analyzed for future implementation to a smart devices for home automation, in this article. The statement of basic materials. To propose a future model of home automation system, it is necessary to implement the newest communication technologies. Using the latest communication protocols, such as MQTT, CoAP or Websocket provides a good basis to solve this issue. Conclusions. The proposed paper provides possibilities of the communication for a smart devices of the home automation system. Compared communication protocols have different advantages and disadvantages. The tested protocols meet the communication requirements for home automation devices.

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Yuan, Rong Chang, Zhao Yun Deng, Li Xin Li, Yang Chun Hao, Fang Chun Di, and Jing Hua. "Smart Devices with Plug and Play Technique for Smart Grid Dispatch and Control System." Applied Mechanics and Materials 521 (February 2014): 457–63. http://dx.doi.org/10.4028/www.scientific.net/amm.521.457.

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Smart Grid Systems mainly relies on many secondary automatic systems and information systems, such as Smart Grid Dispatch and Control System, Distribution Automation System, Automatic Safety Devices, Marketing System and etc. These systems are frequently incompatible with many devices and therefore waste much manpower for the compatibility. These systems cannot fulfill automatic configuration, auto-discovery, rapid reconstruction and etc. Plug and Play (PnP) stems from computer and Internet concept. This article bases on "Universal Plug and Play (UPnP)" concept, to build automatic identifying, automatic accessing mechanisms or system architecture in Smart Grid field, in order to realize automatic structuring for the secondary control system and information system, thus realize PnP and rapid restructure for the Smart Grid System, which bases on Smart Grid Dispatch and Control System.

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S. P. Meena. "Smart Electronic Systems on Human Assistance – A Review." December 2022 4, no. 4 (January 27, 2023): 245–55. http://dx.doi.org/10.36548/jei.2022.4.004.

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Electronic devices are micro programmed unit that are primarily designed for operate like a control unit on several applications. It is also implemented for doing several data and information processing purposes. The smart electronic devices are structured with a goal to make a connection between one or more devices. In recent years the smart electronic devices are designed to operate based on the command given by a human through voice or signals. In very rare applications the smart electronic devices are programmed to take decision on its own. The purpose of this article is to project the recent advancements in the smart electronic devices on healthcare, communication, automation, robotics and security applications. The article is also further extended to present the recent research growth in the field of smart electronics with its future directions.

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Srivastava, Ishan, Sunil Bhat, B. V. Surya Vardhan, and Neeraj Dhanraj Bokde. "Fault Detection, Isolation and Service Restoration in Modern Power Distribution Systems: A Review." Energies 15, no. 19 (October 3, 2022): 7264. http://dx.doi.org/10.3390/en15197264.

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This study examines the conceptual features of Fault Detection, Isolation, and Restoration (FDIR) following an outage in an electric distribution system.This paper starts with a discussion of the premise for distribution automation, including its features and the different challenges associated with its implementation in a smart grid paradigm. Then, this article explores various concepts, control schemes, and approaches related to FDIR. Service restoration is one of the main strategies for such distribution automation, through which the healthy section of the power distribution network is re-energized by changing the topology of the network. In a smart grid paradigm, the presence of intelligent electronic devices can facilitate the automatic implementation of the service restoration scheme. The concepts of service restoration and various approaches are thoroughly presented in this article. A comparison is made among various significant approaches reported for distribution automation. The outcome of our literature survey and scope for future research concludes this review.

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Marcu, Ioana, George Suciu, Cristina Bălăceanu, Alexandru Vulpe, and Ana-Maria Drăgulinescu. "Arrowhead Technology for Digitalization and Automation Solution: Smart Cities and Smart Agriculture." Sensors 20, no. 5 (March 6, 2020): 1464. http://dx.doi.org/10.3390/s20051464.

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The Internet of Things (IoT) concept has met requirements for security and reliability in domains like automotive industry, food industry, as well as precision agriculture. Furthermore, System of Systems (SoS) expands the use of local clouds for the evolution of integration and communication technologies. SoS devices need to ensure Quality of Service (QoS) capabilities including service-oriented management and different QoS characteristics monitoring. Smart applications depend on information quality since they are driven by processes which require communication robustness and enough bandwidth. Interconnectivity and interoperability facilities among different smart devices can be achieved using Arrowhead Framework technology via its core systems and services. Arrowhead Framework is targeting smart IoT devices with wide applicability areas including smart building, smart energy, smart cities, smart agriculture, etc. The advantages of Arrowhead Framework can be underlined by parameters such as transmission speed, latency, security, etc. This paper presents a survey of Arrowhead Framework in IoT/SoS dedicated architectures for smart cities and smart agriculture developed around smart cities, aiming to outline its significant impact on the global performances. The advantages of Arrowhead Framework technology are emphasized by analysis of several smart cities use-cases and a novel architecture for a telemetry system that will enable the use of Arrowhead technology in smart agriculture area is introduced and detailed by authors.

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Adiga N, Achal, Avaneesh B. Ballal, Dileep P, Harishgowda M, Roopa T S, and Gangadhar Angadi. "Smart Automated Guided Vehicle for Flexible Manufacturing Systems." ECS Transactions 107, no. 1 (April 24, 2022): 13205–20. http://dx.doi.org/10.1149/10701.13205ecst.

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In the Flexible Manufacturing System, automation and the ability to restructure the manufacturing facility is important. The development of a discretely working Smart Automated Guided Vehicle is the need of the hour. Hence the objective is to develop a compact unit load Smart Automated Guided Vehicle to increase efficiency and productivity & to overcome the problems of conventional material handling systems and improve the efficacy of manufacturing. Smart Automated Guided Vehicle is provided with navigation, weight sensing, obstacle detection systems with other auxiliary systems instrumental in zonal setup for the Smart Automated Guided Vehicle as well as adaptable for frequent changes. This model of Smart Automated Guided Vehicle is helpful for a small operational manufacturing unit for multipurpose applications at very low cost and high customizability. The objective is to provide a safe environment to the Smart Automated Guided Vehicle & its surroundings also, to reduce human dependency.

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Gadupu, Harshith, Osa Mokharji, Raunak Kankaria, Shrey Kumar, and Kayalvizhi Jayavel. "ACCESS - IoT enabled smart lock." International Journal of Reconfigurable and Embedded Systems (IJRES) 10, no. 3 (November 1, 2021): 176. http://dx.doi.org/10.11591/ijres.v10.i3.pp176-185.

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<div class="abstract">ACCESS is a centrally controlled extensible security system - a system for enhancing accessibility and security methods. Security is an important matter of concern and everyone wants things easy and fast with the advancement of technology. Many IoT engineers are inclined towards home automation today. An area of recent interest is the automation of lock and key systems of homes and workplaces. This paper comprises mechanisms to view visitors of households, machinery, or any appliance that may be remotely controlled through a mobile application. Owners or supervisors can keep a watch on the guests and choose whom they want to grant entry to. This is conducted by providing the guests with temporary access permission for a validity period of the owner’s choice. They can also simultaneously monitor the activities of the guests.</div>

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Lopez, Jeremy, Claire Textor, W. Braxton Hicks, Makenzie Pryor, Anne Collins McLaughlin, and Richard Pak. "An Aging-focused Heuristic Evaluation of Home Automation Controls." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 63, no. 1 (November 2019): 6–10. http://dx.doi.org/10.1177/1071181319631446.

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Smart home technology can help older adults maintain independent lifestyles. Recent technological advancements have made smart home technology less expensive and more attainable for the average consumer. Older adults with limited technology experience can benefit from smart home systems with more natural interactions. One such example is the smart speaker, a device with a voice user interface. However, smart speakers are not explicitly designed for older adult use, thereby raising usability concerns. We conducted a heuristic evaluation of a smart speaker system. The results revealed several violations of both Nielsen’s and additional heuristics. Voiced agent interactions were rigid, unnatural, and uninformative. The companion mobile application was difficult to navigate and used low-contrast imagery. Future considerations of age-related differences will make smart speakers and other voice-user interfaces more usable for the aging population.

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Orr, Fraser, Muhammad Nouman Nafees, Neetesh Saxena, and Bong Jun Choi. "Securing Publisher–Subscriber Smart Grid Infrastructure." Electronics 10, no. 19 (September 27, 2021): 2355. http://dx.doi.org/10.3390/electronics10192355.

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The security of communication protocols in the smart grid system is a crucial concern. An adversary can exploit the lack of confidentiality and authentication mechanism to cause damaging consequences. In the substation automation systems that rely on multicast communication between various intelligent electronic devices, the lack of security features in the standard IEC61850 and IEC62351 can invite attackers to manipulate the integrity of the employed publisher–subscriber communication paradigm to their advantage. Consequently, many researchers have introduced various approaches offering authenticity and confidentiality. However, such schemes and methods for the aforesaid standards have computational limitations in compliance with the stringent timing requirements of specific applications in the smart grid. In this paper, we propose an approach that can fully secure the publisher–subscriber communication against confidentiality attacks. In this direction, we develop a demo tool to validate the performance of our proposed security approach for potential factors such as timing requirements and the size of the messages. Finally, we evaluate our scheme considering the requirements of the GOOSE, SMV, and MMS protocols in the substation automation systems.

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Attarha, Shadi, Anand Narayan, Batoul Hage Hassan, Carsten Krüger, Felipe Castro, Davood Babazadeh, and Sebastian Lehnhoff. "Virtualization Management Concept for Flexible and Fault-Tolerant Smart Grid Service Provision." Energies 13, no. 9 (May 2, 2020): 2196. http://dx.doi.org/10.3390/en13092196.

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In modern power systems, reliable provision of grid services (e.g., primary and ancillary services) are highly dependent on automation systems in order to have monitoring, processing, decision making and communication capabilities. The operational flexibility of automation systems is essential for the reliable operation of power systems during and after disruptive events. However, this is restricted by integrated hardware-software platforms. Therefore, it will be difficult to reconfigure control strategies during run time. This paper presents the concept of Grid Function Virtualization (GFV) as a potential approach to improve the operational flexibility of grid automation systems. GFV has been proposed to offer a new way to deploy and manage grid services by leveraging virtualization technology. The main idea of GFV is to run grid services (i.e., software implementation of services) independently from underlying hardware. To realize the important design considerations, the GFV architecture and its building blocks is elaborated in details. To this end, an exhaustive review of applications of virtualization in several domains is provided to show the importance of virtualization in improving flexibility and resource utilization. Finally, the advantages of the proposed concept to deal with disruptions in power systems is demonstrated in a proof of concept based on a CIGRE MV benchmark grid.

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Örs, Zafer, Tayyip Uğur Taşkın, İrem Arhan, Levent Doğan, Cengiz Gezer, Ahmet Faruk Karakebelioğlu, and Meltem Kesler. "Smart Street Lighting System." Orclever Proceedings of Research and Development 1, no. 1 (December 31, 2022): 188–97. http://dx.doi.org/10.56038/oprd.v1i1.155.

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Street lighting is an important part of the energy consumption of cities. With suitable smart lighting systems that increase energy efficiency, it is possible to save on lighting costs substantially. Intelligent street lighting systems generally consist of lamps, ballast and dimming devices located in the area to be illuminated, control units placed in different lighting zones, and central management systems that can manage and monitor these regional controls. With smart lighting systems suitable for energy efficiency, it is possible to save a great deal of lighting costs while protecting the environment. When current projects are examined, it is seen that up to 80% energy savings can be achieved when automation systems are used in street lighting. There is a need for an approach that controls the luminous flux without reducing the driver's safety and comfort, and that performs dimming studies using machine learning methods. In this paper, the smart street lighting system developed jointly by ISBAK and Panasonic is explained.

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Sandeep, Peddada Siddartha, Akshaj Jangiti, Munagala Purandhara Chandrahaas, and K. Amruth. "Design of Smart Home Automation Systems with Advanced Security Configuration." International Journal for Research in Applied Science and Engineering Technology 10, no. 9 (September 30, 2022): 1414–20. http://dx.doi.org/10.22214/ijraset.2022.46859.

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Abstract: With the rise of cloud computing and sensor man- ufacturing technologies, the IoT revolution is almost here. This has been the trend since past 10 years with an estimation of at least 10 billion smart devices in the market/use by 2020. But the truth is, the revolution is not yet here and the main reason for that turns out to be the security. As long as the Cloud interferes in the user’s data, these security issues shall prevail.

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Kychkin, Aleksey V., Alexandr I. Deryabin, Olga L. Vikentyeva, and Lidiia V. Shestakova. "Compensation predictive automation of the smart house climate control systems." Vestnik MGSU, no. 6 (June 2019): 734–47. http://dx.doi.org/10.22227/1997-0935.2019.6.734-747.

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Introduction. The gained experience in the field of building automation and IoT technologies yields a new approach to the management of engineering subsystems that provides stated parameters of operation quality throughout the entire building lifecycle. This paper explores compensatory and predictive algorithms in the scope of the aforementioned approach to manifest control over building climate parameters utilizing IoT controllers. This research aims to improve the management efficiency of smart house engineering subsystems through the implementation of a control system (CS) capable to compensate disturbances and predict their variations using an IoT controller and an analytical server. Materials and methods. In order to improve the quality of control, various algorithms based on analysis of data collected from controllers can be employed. The collected data about the object accumulated over the entire period of operation can be used to build a model for the purposes of predictive control. The predictive control allows to forecast the parameters having an effect on the object and compensate it beforehand under the inertia conditions. The continuous adaptation and adjustment of the CS model to operating conditions allows permanent optimizing the settings of the control algorithm ensuring the efficient operation of local control loops. Results. The CS is based on an IoT controller and able to predict and compensate potential disturbances. The compensation algorithm is updated depending on the behavior of the object properties, quality of control and availability of data most suitable for identification. Conclusions. The capabilities of the control system based on the IoT controller and generation of a compensatory and predictive control signal with the algorithm hosted at a cloud server are demonstrated on the indoor temperature control model. The following simulation models of the indoor temperature variation process are considered: model without CS, model with proportional plus integral controller with disturbance compensation and model with IoT controller-based CS with disturbance compensation. Structural and parametric identification of the models are accomplished by means of active experiment.

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Journal articles on the topic 'Smart automation systems'

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