Optimal accommodation and management of high renewable penetration in distribution systems

Nand Kishor Meena, Anil Swarnkar, Nikhil Gupta, Khaleequr Rehman Niazi

Research output: Contribution to journalArticle

Abstract

The paper presents a new bi-level optimisation framework for optimal accommodation and operational management of wind power generation and battery energy storage system (BESS) simultaneously, aiming to maximise the renewable hosting capacity of distribution networks. A new objective function is suggested comprising of annual energy loss in feeders, reverse power flow into the grid, non-utilised BESS capacities, round-trip conversion losses of BESSs and node voltage deviation subjected to various system security constraints. An artificial-intelligence-based optimal management of BESS is proposed for effective control of high-renewable power generation. Due to the high investment and running costs of BESS, minimum storage capacity has been ensured in planning stage. In order to show the effectiveness of the proposed model, it is implemented on a benchmark test distribution system of 33-bus. Besides, various test cases are investigated and compared, which shows that the proposed optimisation model is promising.
Original languageEnglish
Pages (from-to)1890-1895
JournalThe Journal of Engineering
Volume2017
Issue number13
DOIs
Publication statusPublished - 31 Dec 2017

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Energy storage
Power generation
Security systems
Electric power distribution
Wind power
Artificial intelligence
Energy dissipation
Planning
Electric potential
Costs

Bibliographical note

This is an open access article published by the IET under the Creative Commons Attribution -NonCommercial License (http://creativecommons.org/licenses/by-nc/3.0/)

Cite this

Meena, N. K., Swarnkar, A., Gupta, N., & Niazi, K. R. (2017). Optimal accommodation and management of high renewable penetration in distribution systems. The Journal of Engineering , 2017(13), 1890-1895. https://doi.org/10.1049/joe.2017.0659
Meena, Nand Kishor ; Swarnkar, Anil ; Gupta, Nikhil ; Niazi, Khaleequr Rehman. / Optimal accommodation and management of high renewable penetration in distribution systems. In: The Journal of Engineering . 2017 ; Vol. 2017, No. 13. pp. 1890-1895.
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Meena, NK, Swarnkar, A, Gupta, N & Niazi, KR 2017, 'Optimal accommodation and management of high renewable penetration in distribution systems', The Journal of Engineering , vol. 2017, no. 13, pp. 1890-1895. https://doi.org/10.1049/joe.2017.0659

Optimal accommodation and management of high renewable penetration in distribution systems. / Meena, Nand Kishor; Swarnkar, Anil; Gupta, Nikhil; Niazi, Khaleequr Rehman.

In: The Journal of Engineering , Vol. 2017, No. 13, 31.12.2017, p. 1890-1895.

Research output: Contribution to journalArticle

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Meena NK, Swarnkar A, Gupta N, Niazi KR. Optimal accommodation and management of high renewable penetration in distribution systems. The Journal of Engineering . 2017 Dec 31;2017(13):1890-1895. https://doi.org/10.1049/joe.2017.0659