Design of the Urban Lighting Control System Based on Optical Multisensor Technology and the GM Model
Lighting has emerged as a central concern in the domain of city planning and design in recent decades. Better lighting does more than just make cities safer and more secure; it also makes them more aesthetically pleasing and easier to live in. A single type of optical sensor is no longer sufficient...
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| Format: | Article |
| Language: | English |
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Wiley
2023-01-01
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| Series: | Journal of Electrical and Computer Engineering |
| Online Access: | http://dx.doi.org/10.1155/2023/8883914 |
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| author | Weili Wu Xiang Tang |
| author_facet | Weili Wu Xiang Tang |
| author_sort | Weili Wu |
| collection | DOAJ |
| description | Lighting has emerged as a central concern in the domain of city planning and design in recent decades. Better lighting does more than just make cities safer and more secure; it also makes them more aesthetically pleasing and easier to live in. A single type of optical sensor is no longer sufficient to meet the needs of intelligent lighting for urban roads, and as such, there is a growing demand for cutting-edge control systems that can adapt to the dynamic lighting needs in urban environments. This paper’s goal is to create an intelligent urban lighting control system by integrating optical multisensor technology and the gray model (GM model). Programmable logic controller (PLC) serves as the system’s central processing unit, with light intensity sensors and color sensor-detecting devices placed strategically throughout each city and linked directly to the controller. Each road streetlight is equipped with a motion sensor detection device that is tasked with identifying the presence of vehicles and pedestrians within its field of view. Data fusion technology is utilized to process the environmental data gathered by optical multisensors, the collected data are then used to control and predict outcomes using the robust prediction capability of the GM model, and the result is a lighting control strategy that is both efficient and intelligent. In the end, the strategy presented in this paper is applied to improving the management of an industrial park lighting system’s energy consumption. The results of the evaluations show that the fresh method is successful in dimming, prediction, and control. This conclusively demonstrates the efficacy of the paper’s proposed design solution, which integrates optical multisensor technology with sophisticated control algorithms and data analysis to improve the quality of life in urban areas by boosting the efficiency and sustainability of the urban lighting system. |
| format | Article |
| id | doaj-art-26e55d7a520b47cf9fc3d295cbe65dc6 |
| institution | Kabale University |
| issn | 2090-0155 |
| language | English |
| publishDate | 2023-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Electrical and Computer Engineering |
| spelling | doaj-art-26e55d7a520b47cf9fc3d295cbe65dc62025-08-20T03:54:51ZengWileyJournal of Electrical and Computer Engineering2090-01552023-01-01202310.1155/2023/8883914Design of the Urban Lighting Control System Based on Optical Multisensor Technology and the GM ModelWeili Wu0Xiang Tang1School of Mathematics and StatisticsSchool of Mechanical and Electrical EngineeringLighting has emerged as a central concern in the domain of city planning and design in recent decades. Better lighting does more than just make cities safer and more secure; it also makes them more aesthetically pleasing and easier to live in. A single type of optical sensor is no longer sufficient to meet the needs of intelligent lighting for urban roads, and as such, there is a growing demand for cutting-edge control systems that can adapt to the dynamic lighting needs in urban environments. This paper’s goal is to create an intelligent urban lighting control system by integrating optical multisensor technology and the gray model (GM model). Programmable logic controller (PLC) serves as the system’s central processing unit, with light intensity sensors and color sensor-detecting devices placed strategically throughout each city and linked directly to the controller. Each road streetlight is equipped with a motion sensor detection device that is tasked with identifying the presence of vehicles and pedestrians within its field of view. Data fusion technology is utilized to process the environmental data gathered by optical multisensors, the collected data are then used to control and predict outcomes using the robust prediction capability of the GM model, and the result is a lighting control strategy that is both efficient and intelligent. In the end, the strategy presented in this paper is applied to improving the management of an industrial park lighting system’s energy consumption. The results of the evaluations show that the fresh method is successful in dimming, prediction, and control. This conclusively demonstrates the efficacy of the paper’s proposed design solution, which integrates optical multisensor technology with sophisticated control algorithms and data analysis to improve the quality of life in urban areas by boosting the efficiency and sustainability of the urban lighting system.http://dx.doi.org/10.1155/2023/8883914 |
| spellingShingle | Weili Wu Xiang Tang Design of the Urban Lighting Control System Based on Optical Multisensor Technology and the GM Model Journal of Electrical and Computer Engineering |
| title | Design of the Urban Lighting Control System Based on Optical Multisensor Technology and the GM Model |
| title_full | Design of the Urban Lighting Control System Based on Optical Multisensor Technology and the GM Model |
| title_fullStr | Design of the Urban Lighting Control System Based on Optical Multisensor Technology and the GM Model |
| title_full_unstemmed | Design of the Urban Lighting Control System Based on Optical Multisensor Technology and the GM Model |
| title_short | Design of the Urban Lighting Control System Based on Optical Multisensor Technology and the GM Model |
| title_sort | design of the urban lighting control system based on optical multisensor technology and the gm model |
| url | http://dx.doi.org/10.1155/2023/8883914 |
| work_keys_str_mv | AT weiliwu designoftheurbanlightingcontrolsystembasedonopticalmultisensortechnologyandthegmmodel AT xiangtang designoftheurbanlightingcontrolsystembasedonopticalmultisensortechnologyandthegmmodel |