Neural network-aided hourly dispatch optimization of a droop-controlled islanded microgrid

• Main Author: Torrizo, Lorwin Felimar B.
• Format: text
• Language: English
• Published: Animo Repository 2020
• Subjects: Microgrids (Smart power grids); Neural networks (Computer science); Electrical and Computer Engineering; Systems and Communications
• Online Access: https://animorepository.dlsu.edu.ph/etd_masteral/5973; https://animorepository.dlsu.edu.ph/context/etd_masteral/article/12919/viewcontent/Torrizo_LorwinFelimarB_11791497_Neural_Network_aided_Hourly_Dispatch_Optimization_of_a_Droop_Controlled_Islanded_Microgrid_1_Redacted.pdf
• Institution: De La Salle University

This study primarily aims to develop a diesel consumption-minimizing optimization algorithm for a droop-controlled islanded microgrid that utilizes an artificial neural network for determining the next-hour dispatch. Multiple activities were done in order to achieve this, including gathering various...