An optimal approach for load-frequency control of islanded microgrids based on nonlinear model
Pysyvä osoite
Kuvaus
Due to the increased environmental and economic challenges, in recent years, renewable based distribution generation has been developed. More penetrations from the side of consumers caused a new concept called microgrids which are able to stand with or without connection to the bulk power system. Control of microgrids in islanded mode is very crucial for decreasing the amplitude of frequency deviations as well as damping speed. This chapter aims to propose an optimal combination of FOPD and fuzzy pre-compensated FOPI approach for load-frequency control of microgrids in islanded mode. The optimization parameter of the control scheme is designed by the differential evolution (DE) algorithm which has been improved by a fuzzy approach. In the optimization, control effort is considered as a constraint. Due to the robustness and flexibility of the proposed method, the simulation results have been improved substantially. Robust performance of the proposed control method is examined through sensitivity analysis.
Emojulkaisu
Optimization, learning, and control for interdependent complex networks
ISBN
978-3-030-34094-0
ISSN
2194-5365
2194-5357
2194-5357
Aihealue
Sarja
Advances in intelligent systems and computing|1123
OKM-julkaisutyyppi
A3 Kirjan tai muun kokoomateoksen osa
Avainsanat
control engineeringoptimisationcontrol theoryenergy production (process industry)genetic algorithmsdistribution of electricitydifferential evolutiondistributed generationelectric machineselectrical power networksmicrogridintelligent controlimproved differential evolution (DE)fuzzy fractional order PID controller
