Improved gravitational search algorithm and novel power flow prediction network for multi-objective optimal active dispatching problems

• Published in: Expert systems with applications Vol. 223; p. 119863
• Main Authors: Qian, Jie, Wang, Ping, Chen, Gonggui
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.08.2023
• Subjects: Gravitational search algorithm; Multi-objective optimization; Optimal active dispatching; Power flow prediction; Power grid optimization; Gravitational search algorithm; Multi-objective optimization; Optimal active dispatching; Power flow prediction; Power grid optimization

Multi-objective optimal active dispatching (MO-OAD) is a high-profile topic in power grid optimizations. Traditional methods are insufficient for the MO-OAD problem due to its nonconvexity and strict constraints. Therefore, an improved multi-objective gravitational search algorithm (IMGSA) with bett...