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Open AccessArticle
A Novel Hybrid Harris Hawk Optimization–Sine Cosine Algorithm for Congestion Control in Power Transmission Network
by
Vivek Kumar
Vivek Kumar
R. Narendra Rao
R. Narendra Rao
Md Fahim Ansari
Md Fahim Ansari
Dr Md Fahim Ansari is currently working as a Professor in the Electrical Engineering Department, Era [...]
Dr Md Fahim Ansari is currently working as a Professor in the Electrical Engineering Department, Graphic Era Deemed to be University. He has a B.Tech in Electrical Engineering, an M.Tech in Electrical Engineering (with specialization in Power Systems and Drives), and a PhD (in 2012) in Electrical Engineering, with specialization in renewable energy. He has worked as a Professor in Saudi Arabia. He has set up advanced power electronics and drives laboratories and received an MHRD scholarship for 2 years for being GATE-qualified. He also has experience teaching at a central university in Aligarh Muslim University, Aligarh. He has guided many M.Tech and PhD theses. He has published more than 45 research articles in international/national journals and conferences.
,
Vineet Shekher
Vineet Shekher
Kaushik Paul
Kaushik Paul
Pampa Sinha
Pampa Sinha
Abdulaziz Alkuhayli
Abdulaziz Alkuhayli
Usama Khaled
Usama Khaled
Mohamed Metwally Mahmoud
Mohamed Metwally Mahmoud
1
BRCM College of Engineering & Technology, Bahal 127028, Haryana, India
2
Department of Electrical and Electronics Engineering, JNTUA College of Engineering Pulivendula, Pulivendula 516390, India
3
Department of Electrical Engineering, Graphic Era Deemed to Be University, Dehradun 248002, India
4
Department of Electrical Engineering, Government Engineering College, Palamu 822118, Jharkhand, India
5
Department of Electrical Engineering, BIT Sindri, Dhanbad 828123, Jharkhand, India
6
School of Electrical Engineering, KIIT University, Bhubaneswar 751024, India
7
Department of Electrical Engineering, College of Engineering, King Saud University, Riyadh 11421, Saudi Arabia
8
Electrical Engineering Department, Faculty of Energy Engineering, Aswan University, Aswan 81528, Egypt
*
Authors to whom correspondence should be addressed.
Energies 2024, 17(19), 4985; https://doi.org/10.3390/en17194985 (registering DOI)
Submission received: 9 August 2024
/
Revised: 26 September 2024
/
Accepted: 28 September 2024
/
Published: 5 October 2024
Abstract
In a deregulated power system, managing congestion is crucial for effective operation and control. The goal of congestion management is to alleviate transmission line congestion while adhering to system constraints at minimal cost. This research proposes a hybrid Harris Hawk Optimization–Sine Cosine Algorithm (hHHO-SCA) for an efficient generation rescheduling approach to achieve the lowest possible congestion cost. The hybridization has been performed by introducing the features of SCA in the HHO to boost the exploration and exploitation steps of HHO, providing an efficient global solution and effectively optimizing rescheduled power output. The effectiveness of this methodology is evaluated using IEEE 30 and IEEE 118-bus test systems, taking into account system parameters. The potency of the proposed method is analyzed by comparing the results of the hHHO-SCA with those from other recent optimization techniques. The findings show that the hHHO-SCA outperforms other methods by avoiding local optima and demonstrating promising convergence characteristics.
Share and Cite
MDPI and ACS Style
Kumar, V.; Rao, R.N.; Ansari, M.F.; Shekher, V.; Paul, K.; Sinha, P.; Alkuhayli, A.; Khaled, U.; Mahmoud, M.M.
A Novel Hybrid Harris Hawk Optimization–Sine Cosine Algorithm for Congestion Control in Power Transmission Network. Energies 2024, 17, 4985.
https://doi.org/10.3390/en17194985
AMA Style
Kumar V, Rao RN, Ansari MF, Shekher V, Paul K, Sinha P, Alkuhayli A, Khaled U, Mahmoud MM.
A Novel Hybrid Harris Hawk Optimization–Sine Cosine Algorithm for Congestion Control in Power Transmission Network. Energies. 2024; 17(19):4985.
https://doi.org/10.3390/en17194985
Chicago/Turabian Style
Kumar, Vivek, R. Narendra Rao, Md Fahim Ansari, Vineet Shekher, Kaushik Paul, Pampa Sinha, Abdulaziz Alkuhayli, Usama Khaled, and Mohamed Metwally Mahmoud.
2024. "A Novel Hybrid Harris Hawk Optimization–Sine Cosine Algorithm for Congestion Control in Power Transmission Network" Energies 17, no. 19: 4985.
https://doi.org/10.3390/en17194985
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