Shuqiang Zhao, Xun Suo, Yanfeng Ma, et al. Multi-Point Layout Planning for Multi-Energy Power System Based on Complex Adaptive System Theory[J]. CSEE Journal of Power and Energy Systems, 2024, 10(5): 2138-2146.
DOI:
Shuqiang Zhao, Xun Suo, Yanfeng Ma, et al. Multi-Point Layout Planning for Multi-Energy Power System Based on Complex Adaptive System Theory[J]. CSEE Journal of Power and Energy Systems, 2024, 10(5): 2138-2146.DOI: 10.17775/CSEEJPES.2020.03550.
Multi-Point Layout Planning for Multi-Energy Power System Based on Complex Adaptive System Theory
摘要
Abstract
Aiming at the problem of multi-point layout planning of a multi-energy power system
the output characteristics of a multi-energy power system composed of wind power generation
photovoltaic power generation
hydropower generation
traditional thermal power generation and solar thermal power generation are comprehensively analyzed. Combining power optimization planning with complex adaptive system theory
a multi-point layout planning model of multi-energy sources based on complex adaptive system theory is proposed. The model takes the minimum construction step size of each new energy source as the agent. Through the interaction between the agents and the accumulation of experience
the behavior rules are constantly changed
the installed positions of various types of power sources are adjusted
and the optimal layout scheme of various power capacities of each node is obtained. Moreover
an agent modeling method based on a simple rule emerging complex phenomena is proposed
which reveals the core idea of complex adaptive system theory-adaptability makes complexity. Taking an actual power grid in a certain region of China as an example
it is verified that the proposed method has a significant effect on improving the consumption of new energy
and has certain guiding significance for the actual engineering construction.