Abstract
This paper proposes a modified approach to the original whale optimization algorithm which is a nature-inspired swarm-based optimization algorithm known as the modified whale optimization (MWOA) algorithm. The superiority of proposed modified algorithm over original algorithm in terms of implementation time and solution quality is compared by taking several benchmark test functions. Further, the real application of the said approach in the engineering field is carried out by designing a PID with derivative (PIDF) controller for frequency regulation of a the most realistic scenario of automatic generation control of a two-area interconnected power system composing of a PV grid and a thermal generator. It is observed that MWOA-based PIDF controller is more effective for the load frequency control compared to conventional PID controller.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
