Energy Management in Integrated Microgrids: An Optimal Schedule Controller Utilizing Gradient Descent Algorithm

• Main Authors: Abdolrasol M.G.M., Ker P.J., Hannan M.A., Ayob A., Tiong S.K.
• Other Authors: 35796848700
• Format: Conference Paper
• Published: Institute of Electrical and Electronics Engineers Inc. 2024
• Subjects: Efficient Energy Management; Energy Scheduling; Gradient Descent Algorithm; Integrated Microgrids; Renewable Energy Integration; Renewable Resources; Distributed power generation; Electric loads; Energy efficiency; Energy utilization; Gradient methods; Microgrids; Optimization; Smart power grids; Binary gradients; Efficient energy management; Energy; Energy scheduling; Gradient descent algorithms; Integrated microgrid; Microgrid; Optimal schedule; Renewable energy integrations; Renewable resource; Energy management

This paper presents a new optimal controller using the Binary Gradient Descent (BGD) algorithm to manage distributed generations effectively in a grid network. The algorithm aims to minimize power consumption from the main grid and prioritize sustainable resource utilization over buying electricity...