Open AccessWater cycle algorithm‐based optimal control strategy for efficient operation of an autonomous microgrid
Author(s) -
Hasanien Hany M.,
Matar Mahmoud
Publication year - 2018
Publication title -
iet generation, transmission and distribution
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.92
H-Index - 110
eISSN - 1751-8695
pISSN - 1751-8687
DOI - 10.1049/iet-gtd.2018.5715
Subject(s) - microgrid , control theory (sociology) , controller (irrigation) , control engineering , pid controller , process (computing) , scheme (mathematics) , computer science , automatic frequency control , voltage , engineering , control (management) , temperature control , mathematics , artificial intelligence , mathematical analysis , telecommunications , electrical engineering , agronomy , biology , operating system
This study presents a novel water cycle algorithm (WCA)‐based optimal control strategy with the purpose of obtaining an efficient operation of an autonomous microgrid. The proposed control strategy is based on the proportional–integral (PI) controllers, which are optimally designed by the WCA. The optimisation process depends on the simulation‐based optimisation approach and the criteria of integral squared error are chosen as an objective function. The control scheme is applied to an autonomous, decentralised, operation of a microgrid with multiple electronically interfaced distributed generation units and their local loads. In the islanded mode, the proposed controller is used to control the voltages of the islanded system despite the microgrid load and topological variability and uncertainties. The frequency of the islanded system is dictated through the use of an internal oscillator. The effectiveness of the proposed controller is compared with that obtained using the genetic algorithm‐based PI controller. The validity of the proposed control strategy is extensively checked based on simulation studies in the PSCAD/EMTDC environment under different operating conditions of the microgrid. With the application of the WCA‐based optimal PI control scheme, the microgrid operation can be further enhanced.