Title :
Artificial power system based on ACP approach
Author :
Dong, Xisong ; Xiong, Gang ; Hou, Jiachen ; Fan, Dong
Author_Institution :
Beijing Eng. Res. Center of Intell. Syst. & Technol., Inst. of Autom., Beijing, China
Abstract :
Modern power system is a typical multi-level complex giant system consisting of physical infrastructures, human operators, and social resources, etc. The conventional analytical methods and simulation systems can´t provide sufficient guidance for its operation and management, because they are mainly based on physical models, natural phenomenon, or other existing control methods which are based on reductionism. ACP approach, mainly consisting of artificial systems (A), computational experiments (C) and parallel execution (P), which is based on holism and complex system theory, has its specific advantages in the research on power systems. In this article, ACP approach is applied to build up artificial power system (APS) by using multi-agent complex networks. With the help of APS, actual power system´s control, scheduling, optimization and management can be improved further via providing theoretical guidance and technical support for the rolling optimizations in normal situations and emergency management in abnormal situations. As a case study, an APS constructed with actual data from North China power grid is constructed and its vulnerability is simulated and analyzed under random, dynamic and static attacks.
Keywords :
multi-agent systems; power grids; power system control; power system faults; power system simulation; ACP approach; artificial power system; artificial systems; computational experiments; dynamic attacks; emergency management; multilevel complex giant system; parallel execution; power grid; random attacks; rolling optimizations; static attacks; technical support; Analytical models; Complexity theory; Crisis management; Ethics; Lighting; Storms; Transient analysis; ACP approach; artificial power system (APS); complex network; multi-agent; power system; vulnerability;
Conference_Titel :
Service Operations and Logistics, and Informatics (SOLI), 2012 IEEE International Conference on
Conference_Location :
Suzhou
Print_ISBN :
978-1-4673-2400-7
DOI :
10.1109/SOLI.2012.6273518