Title: Green lighting intelligent control system with web services based on back propagation algorithm

Authors: Xiaokan Wang; Qiong Wang

Addresses: Henan Mechanical and Electrical Vocational College, Xinzheng, 451191, China ' Henan Mechanical and Electrical Vocational College, Xinzheng, 451191, China

Abstract: In order to solve the problems of large energy consumption in many stations, confusion lines and lighting source not accord with environmental protection requirement in the present, we put forward the scheme of automatic control system of green lighting based on PROFIBUS and PLC. In order to realise the inherent limitation of lighting control system in information sharing, remote control and other aspects, web services technology is combined with the original system to make full use of its technical advantages in distribution, openness and flexibility, so as to explore a better way for the development of industrial lighting network application. By constructing the communication network of the station lighting system with the PROFIBUS communication protocol and designing the hardware circuit and software program of the system bottom with programmable controller technology; simultaneously, the proposed BP neural network algorithm in the control system can realise intelligent control. Simulating with MATLAB of green computing for multimedia big data, the result shows that the station green lighting control system has very important significance of energy saving and provide the passenger for healthy, comfortable environment.

Keywords: green lighting; illumination intensity; web services; back propagation algorithm; saving-energy.

DOI: 10.1504/IJWGS.2020.109472

International Journal of Web and Grid Services, 2020 Vol.16 No.3, pp.273 - 286

Received: 06 Jan 2020
Accepted: 22 Apr 2020
Published online: 09 Sep 2020 *

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