Application of AI techniques in monitoring and operation of power systems
David Wenzhong GAO , Qiang WANG , Fang ZHANG , Xiaojing YANG , Zhigang HUANG , Shiqian MA , Qiao LI , Xiaoyan GONG , Fei-Yue WANG
Front. Energy ›› 2019, Vol. 13 ›› Issue (1) : 71 -85.
Application of AI techniques in monitoring and operation of power systems
In recent years, the artificial intelligence (AI) technology is becoming more and more popular in many areas due to its amazing performance. However, the application of AI techniques in power systems is still in its infancy. Therefore, in this paper, the application potentials of AI technologies in power systems will be discussed by mainly focusing on the power system operation and monitoring. For the power system operation, the problems, the demands, and the possible applications of AI techniques in control, optimization, and decision making problems are discussed. Subsequently, the fault detection and stability analysis problems in power system monitoring are studied. At the end of the paper, a case study to use the neural network (NN) for power flow analysis is provided as a simple example to demonstrate the viability of AI techniques in solving power system problems.
power system operation and monitoring / artificial intelligence (AI) / deep learning / power flow analysis
Higher Education Press and Springer-Verlag GmbH Germany, part of Springer Nature
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