Optimal Power Flow Using a Hybrid Improved Harris Hawks Optimization Algorithm-Pattern Search Method

Abstract

The optimal power flow (OPF) problems for effective power system planning and operations are solved using a hybrid Improved Harris Hawks Optimization and Pattern Search (PS) (hIHHO-PS) algorithm in this research. The OPF problem in this paper is considered minimization of non-convex active power generation fuel cost (NAPGFC), total active power losses (TPL), shunt capacitor cost (SCC), voltage variation (VD), and maximization of social welfare (SW) and loadability factor (LF) objective functions. The proposed hIHHO-PS algorithm was tested on different benchmark test functions (unimodal (UM), multi-modal (MM), and fixed-dimension MM functions) and IEEE 30 bus test system, and obtained results are validated with existing algorithms. These results show the proposed hIHHO-PS algorithm outperformed the others. Further, to enhance the OPF results, optimally place the multi-line Flexible Alternating Current Transmission System (FACTS) devices (unified power flow controller (UPFC) and generalized unified power flow controller (GUPFC)) using severity index. Furthermore, test the effects of control modes of multi-line UPFC and GUPFC devices on OPF results. These results show the multi-line FACTS devices with control mode enhance the OPF results, especially GUPFC in control mode operation.

KEYWORDS:

• Control modes
• improved Harris Hawks optimization
• multi-line FACTS controllers
• optimal power flow
• pattern search

Disclosure statement

No potential conflict of interest was reported by the author(s).

Data availability statement

Research data are not shared.

Additional information

Notes on contributors

Ramanaiah Upputuri

Ramanaiah Upputuri received M Tech degree in electrical and electronics engineering from Acharya Nagarjuna University, Guntur, Andhra Pradesh, India, in 2012. He is currently working towards the PhD degree in electrical engineering, NIT Jamshedpur, Jharkhand, India. His research interests are power system operation and control, power system security assessment and enhancement. Corresponding author. Email: [email protected]

Niranjan Kumar

Niranjan Kumar has received his M Tech degree in electrical engineering from the National Institute of Technology Jamshedpur, Jamshedpur, India, in 1996 and PhD degree from the Indian Institute of Technology Roorkee, Roorkee, India 2010. Present he is professor and dean (I & AR) at National Institute of Technology Jamshedpur. He has more than 20 years teaching experience. He has published many papers in different reputed journals and conferences. His fields of interest are power system restructuring, electricity market, network costing, congestion management and power system economics. Email: [email protected]

Chintalapudi V. Suresh

Chintalapudi V Suresh is currently working as professor of electrical and electronics engineering Department, Vasireddy Venkatadri Institute of Technology, Nambur, Guntur. He completed PG and PhD from JNTU Kakinada. He published research papers in reputed journals, got one National Patent and completed one sponsored research project funded by DST. Guided two PhD scholars and three PG students. His research interests include, computer applications in power systems, optimization techniques, FACTS, power system analysis including FACTS devices and power system operation and control. Email: [email protected]