A Study of Multi-distributed Resource Equalization Allocation for Virtual Power Plants Based on Genetic-heuristic Algorithm

• Published in: International journal of computational intelligence systems Vol. 18; no. 1; pp. 1 - 22
• Main Authors: Li, Haifeng, Jin, Tao, Xu, Xian, Shi, Lin
• Format: Journal Article
• Language: English
• Published: Dordrecht Springer Netherlands 04.08.2025; Springer Nature B.V; Springer
• Subjects: Ant colony; Ant colony optimization; Artificial Intelligence; Computational Intelligence; Control; Controllability; Convergence; Distributed generation; Distributed generation resource allocation; Engineering; Genetic algorithms; Genetic-heuristic algorithm; Heuristic methods; Local optimization; Mathematical Logic and Foundations; Mechatronics; Optimization models; Power plants; Resource allocation; Robotics; Systems stability; Virtual power plant; Virtual power plants; Genetic-heuristic algorithm; Ant colony; Virtual power plant; Distributed generation resource allocation

A multi-resource balanced allocation method using a genetic-heuristic fusion algorithm is proposed to address the imbalance in distributed power generation resource allocation and the over-generation problem in virtual power plants. By establishing models of wind, solar, storage, and controllable lo...