Teaching Learning-Based Optimization with Learning EnthusiasmMechanism for Optimal Control of PV Inverters in Utility Grids for Techno-Economic Goals
- Title
- Teaching Learning-Based Optimization with Learning EnthusiasmMechanism for Optimal Control of PV Inverters in Utility Grids for Techno-Economic Goals
- Creator
- John N.; Janamala V.; Rodrigues J.
- Description
- This study presents the optimal placement and operation of distributed generation (DG) sources in a distribution system embedded with utility-owned DG sources. Cost minimization and technical improvement of the network are the key objectives of the distribution company (DisCo). With the increasing popularity for renewable energy sources, DisCos are installing their own DGs to fulfill their electricity demand partially. When DisCos are the DG owners, the technical and economic considerations overlap. A novel method is proposed in this paper based on the recent variant of the teaching learning-based optimization (TLBO) algorithm and learning enthusiasm-based TLBO (LebTLBO) to optimize locations, sizes, and operational power factors of DGs in a distribution system with DisCo-owned DGs. A multi-objective function to improve voltage stability, reduce distribution losses, and reduce energy costs has been considered for solving the problem. 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
- Source
- Lecture Notes in Electrical Engineering, Vol-928, pp. 1-13.
- Date
- 2023-01-01
- Publisher
- Springer Science and Business Media Deutschland GmbH
- Subject
- Energy cost; LebTLBO; Optimal deployment; Utility-owned DG
- Coverage
- John N., Department of Electrical and Electronics Engineering, School of Engineering and Technology, Christ (Deemed to Be University), Karnataka, Bangalore, 560 074, India; Janamala V., Department of Electrical and Electronics Engineering, School of Engineering and Technology, Christ (Deemed to Be University), Karnataka, Bangalore, 560 074, India; Rodrigues J., Department of Electrical and Electronics Engineering, School of Engineering and Technology, Christ (Deemed to Be University), Karnataka, Bangalore, 560 074, India
- Rights
- Restricted Access
- Relation
- ISSN: 18761100; ISBN: 978-981195481-8
- Format
- Online
- Language
- English
- Type
- Conference paper
Collection
Citation
John N.; Janamala V.; Rodrigues J., “Teaching Learning-Based Optimization with Learning EnthusiasmMechanism for Optimal Control of PV Inverters in Utility Grids for Techno-Economic Goals,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 24, 2025, https://archives.christuniversity.in/items/show/20036.