Name
Title | ||
|---|---|---|
Optimizing Energy Consumption for Lighting Control System via Multivariate Extremum Seeking Control With Diminishing Dither Signal |
Abstract | ||
|---|---|---|
Because that the light-energy consumption (LC) is growing quite dramatically over the past decades, the light-energy efficiency is regarded as a key component of the modern energy system in major cities. In this paper, a novel and sophisticated algorism of lighting control is presented to improve light-energy efficiency and cut down energy consumption, when considering the lighting system with multilighting equipment. In this paper, a multivariate extremum seeking controller is used to manipulate, respectively, the luminance of multilighting equipment, in order to track the minimal LC efficiently. Meanwhile, a proportional-integral-differential (PID) approach is adopted to achieve the required level of illumination. The proposed extremum seeking control (ESC) is designed to ensure the amplitude of the dither signal converge exponentially to zero, by making the amplitudes change with the extremum estimation error. The presented frame helps to improve search speed for the minimal LC value and remove the steady-state oscillations. The comparative experiments reveal that, compared with the convergence velocity of the Newton- and gradient-based ESCs, the developed method for the track of the minimal LC can have higher accuracy and faster speed. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1109/tase.2019.2901432 | IEEE Transactions on Automation Science and Engineering |
Keywords | Field | DocType |
Lighting,Pulse width modulation,Light emitting diodes,Real-time systems,Energy consumption,Lighting control,Oscillators | Hybrid solar lighting,Control theory,Optimal control,PID controller,Computer science,Efficient energy use,Algorism,Control engineering,Lighting control system,Energy consumption | Journal |
Volume | Issue | ISSN |
16 | 4 | 1545-5955 |
Citations | PageRank | References |
2 | 0.36 | 0 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Chun Yin | 1 | 182 | 11.99 |
| Sara Dadras | 2 | 39 | 7.30 |
| Xuegang Huang | 3 | 40 | 7.76 |
| Yangquan Chen | 4 | 2257 | 242.16 |
| Shouming Zhong | 5 | 1470 | 121.41 |