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Moth Search Optimization for Optimal DERs Integration in Conjunction to OLTC Tap Operations in Distribution Systems | IEEE Journals & Magazine | IEEE Xplore

Moth Search Optimization for Optimal DERs Integration in Conjunction to OLTC Tap Operations in Distribution Systems


Abstract:

In this paper, a newly developed moth search optimization (MSO) technique is introduced to solve the complex distributed energy resources (DER) integration problems of di...Show More

Abstract:

In this paper, a newly developed moth search optimization (MSO) technique is introduced to solve the complex distributed energy resources (DER) integration problems of distribution systems. In order to overcome some of the limitations observed in the standard variant of MSO, minor corrections are also suggested. On the other hand, a new optimization problem is formulated for optimal deployment of dispatchable distributed generations and shunt capacitors while simultaneously optimizing the tap positions of on-load tap-changing transformers, already deployed in grid substations. The objective of this work is to minimize the cost of annual energy loss and node voltage deviations over multiple load levels. The proposed model is implemented and solved for two benchmark test distribution networks of 33 and 118 buses. The suggested corrections are also validated by comparing the performance of the proposed approach with standard MSO and other available optimization methods. The simulation results show that the developed model optimally utilizes the existing distribution system resources and generates higher deployment benefits at lesser DER penetration as compared to the planning model which ignores these resources.
Published in: IEEE Systems Journal ( Volume: 14, Issue: 1, March 2020)
Page(s): 880 - 888
Date of Publication: 06 May 2019

ISSN Information:

Author image of Pushpendra Singh
Department of Electrical Engineering, Govt. Women Engineering College, Ajmer
Rajasthan Technical University, Kota, India
Pushpendra Singh (S’19) was born in Rajasthan, India. He received the M.Tech. degree in power systems from the Malaviya National Institute of Technology (MNIT) Jaipur, Jaipur, India, in 2011.
He is currently an Assistant Professor with the Department of Electrical Engineering, Govt. Women Engineering College Ajmer, Ajmer, India and working toward the Ph.D. degree at the Rajasthan Technical University Kota, Kota, India. His...Show More
Pushpendra Singh (S’19) was born in Rajasthan, India. He received the M.Tech. degree in power systems from the Malaviya National Institute of Technology (MNIT) Jaipur, Jaipur, India, in 2011.
He is currently an Assistant Professor with the Department of Electrical Engineering, Govt. Women Engineering College Ajmer, Ajmer, India and working toward the Ph.D. degree at the Rajasthan Technical University Kota, Kota, India. His...View more
Author image of S. K. Bishnoi
Department of Electronics and Communications, Govt. Engineering College, Bikaner, India
S. K. Bishnoi was born in Jodhpur, India in 1967. He received the M.E. degree in control systems from the Mugneeram Bangur Memorial (MBM) Engineering College Jodhpur, Jodhpur, India, in 2000, and the Ph.D. degree from Malaviya National Institute of Technology (MNIT) Jaipur, Jaipur, India, in 2012.
He is currently an Associate Professor with the Department of ECE, Govt. Engineering College, Bikaner, India. His research inte...Show More
S. K. Bishnoi was born in Jodhpur, India in 1967. He received the M.E. degree in control systems from the Mugneeram Bangur Memorial (MBM) Engineering College Jodhpur, Jodhpur, India, in 2000, and the Ph.D. degree from Malaviya National Institute of Technology (MNIT) Jaipur, Jaipur, India, in 2012.
He is currently an Associate Professor with the Department of ECE, Govt. Engineering College, Bikaner, India. His research inte...View more
Author image of Nand K. Meena
School of Engineering and Applied Science, Aston University, Birmingham, U.K.
Nand K. Meena (S’13–M’18) received the B.Tech. and the M. Tech. (dual) degrees from the Indian Institute of Technology (IIT) Kanpur, Kanpur, India, in 2011, and the Ph.D. degree from the MNIT Jaipur, Jaipur, India, in 2018, all in electrical engineering.
He is currently a Research Fellow with the School of Engineering and Applied Science, Aston University, Birmingham, U.K. His current research interests include planning & ...Show More
Nand K. Meena (S’13–M’18) received the B.Tech. and the M. Tech. (dual) degrees from the Indian Institute of Technology (IIT) Kanpur, Kanpur, India, in 2011, and the Ph.D. degree from the MNIT Jaipur, Jaipur, India, in 2018, all in electrical engineering.
He is currently a Research Fellow with the School of Engineering and Applied Science, Aston University, Birmingham, U.K. His current research interests include planning & ...View more

Author image of Pushpendra Singh
Department of Electrical Engineering, Govt. Women Engineering College, Ajmer
Rajasthan Technical University, Kota, India
Pushpendra Singh (S’19) was born in Rajasthan, India. He received the M.Tech. degree in power systems from the Malaviya National Institute of Technology (MNIT) Jaipur, Jaipur, India, in 2011.
He is currently an Assistant Professor with the Department of Electrical Engineering, Govt. Women Engineering College Ajmer, Ajmer, India and working toward the Ph.D. degree at the Rajasthan Technical University Kota, Kota, India. His Ph.D. research is focused on DER planning, optimization techniques, and electrical energy storage.
Pushpendra Singh (S’19) was born in Rajasthan, India. He received the M.Tech. degree in power systems from the Malaviya National Institute of Technology (MNIT) Jaipur, Jaipur, India, in 2011.
He is currently an Assistant Professor with the Department of Electrical Engineering, Govt. Women Engineering College Ajmer, Ajmer, India and working toward the Ph.D. degree at the Rajasthan Technical University Kota, Kota, India. His Ph.D. research is focused on DER planning, optimization techniques, and electrical energy storage.View more
Author image of S. K. Bishnoi
Department of Electronics and Communications, Govt. Engineering College, Bikaner, India
S. K. Bishnoi was born in Jodhpur, India in 1967. He received the M.E. degree in control systems from the Mugneeram Bangur Memorial (MBM) Engineering College Jodhpur, Jodhpur, India, in 2000, and the Ph.D. degree from Malaviya National Institute of Technology (MNIT) Jaipur, Jaipur, India, in 2012.
He is currently an Associate Professor with the Department of ECE, Govt. Engineering College, Bikaner, India. His research interests include control & drives, AI-techniques, and DER planning.
S. K. Bishnoi was born in Jodhpur, India in 1967. He received the M.E. degree in control systems from the Mugneeram Bangur Memorial (MBM) Engineering College Jodhpur, Jodhpur, India, in 2000, and the Ph.D. degree from Malaviya National Institute of Technology (MNIT) Jaipur, Jaipur, India, in 2012.
He is currently an Associate Professor with the Department of ECE, Govt. Engineering College, Bikaner, India. His research interests include control & drives, AI-techniques, and DER planning.View more
Author image of Nand K. Meena
School of Engineering and Applied Science, Aston University, Birmingham, U.K.
Nand K. Meena (S’13–M’18) received the B.Tech. and the M. Tech. (dual) degrees from the Indian Institute of Technology (IIT) Kanpur, Kanpur, India, in 2011, and the Ph.D. degree from the MNIT Jaipur, Jaipur, India, in 2018, all in electrical engineering.
He is currently a Research Fellow with the School of Engineering and Applied Science, Aston University, Birmingham, U.K. His current research interests include planning & operational management of active distribution systems, microgrids, electric vehicles, energy storage, and application of AI-techniques in modern power systems.
Nand K. Meena (S’13–M’18) received the B.Tech. and the M. Tech. (dual) degrees from the Indian Institute of Technology (IIT) Kanpur, Kanpur, India, in 2011, and the Ph.D. degree from the MNIT Jaipur, Jaipur, India, in 2018, all in electrical engineering.
He is currently a Research Fellow with the School of Engineering and Applied Science, Aston University, Birmingham, U.K. His current research interests include planning & operational management of active distribution systems, microgrids, electric vehicles, energy storage, and application of AI-techniques in modern power systems.View more

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