LAPSE:2023.32989
Published Article
LAPSE:2023.32989
Optimal Integration of Capacitor and Distributed Generation in Distribution System Considering Load Variation Using Bat Optimization Algorithm
April 20, 2023
Abstract
In this article, an efficient long-term novel scheduling technique is proposed for allocating capacitors in a combined system involving distributed generation (DG) along with radial distribution systems (RDS). We introduce a unique multi-objective function that focuses on the reduction of power loss with the maximization of voltage stability index (VSI) subjected to constraints of equality and inequality systems. Loss sensitivity factor and VSI together are involved in pre-identifying the locations of capacitors and DG. Determination of the optimal size of capacitor and DG is performed by utilizing the Bat algorithm (BA) for all the loads in RDS. The conventional approach considers the medium load of (1.0) condition generally, but the proposed method changes the feeder loads linearly, ranging from light load (0.5) to peak load (1.6) with the value of step size as 1%. BA determines the optimal size of the capacitor and DG for each step load. The curve fitting technique is used for deducing the generalized equation of capacitor size and DG for all conditions of the load with the various loading condition sized by distributed network operators (DNOs). Further, various load models such as industrial, residential, and commercial loads have been considered to show the efficiency of the present approach. Validation of results is performed in different scenarios on a 69-bus test system and on a standard IEEE 33-bus system. The results exhibit improved accuracy with less power loss value, superior bus voltage, and stability of system voltage with a higher rate of convergence.
Keywords
Bat algorithm, capacitor, curve fitting technique, distributed generation, load models, load variation
Suggested Citation
Yuvaraj T, Devabalaji KR, Prabaharan N, Haes Alhelou H, Manju A, Pal P, Siano P. Optimal Integration of Capacitor and Distributed Generation in Distribution System Considering Load Variation Using Bat Optimization Algorithm. (2023). LAPSE:2023.32989
Author Affiliations
Yuvaraj T: Department of Electrical and Electronics Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai 602105, India [ORCID]
Devabalaji KR: Department of Electrical and Electronics Engineering, Hindustan Institute of Technology and Science, No. 1, OMR Road, Chennai 603103, India [ORCID]
Prabaharan N: Department of Electrical and Electronics Engineering, School of Electrical and Electronics Engineering, SASTRA Deemed University, Thanjavur 613401, India [ORCID]
Haes Alhelou H: Department of Electrical Power Engineering, Faculty of Mechanical and Electrical Engineering, Tishreen University, Lattakia 2230, Syria [ORCID]
Manju A: Department of Electrical and Electronics Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai 602105, India
Pal P: Department of Electrical and Electronics Engineering, Hindustan Institute of Technology and Science, No. 1, OMR Road, Chennai 603103, India [ORCID]
Siano P: Department of Management and Innovation Systems, University of Salerno, 84084 Salerno, Italy; Department of Electrical and Electronic Engineering Science, University of Johannesburg, Johannesburg 2006, South Africa [ORCID]
Journal Name
Energies
Volume
14
Issue
12
First Page
3548
Year
2021
Publication Date
2021-06-15
ISSN
1996-1073
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Original Submission
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PII: en14123548, Publication Type: Journal Article
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LAPSE:2023.32989
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https://doi.org/10.3390/en14123548
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