Staff View: Data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time.

Data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time.

Solar energy penetration in power grids helps to maintain power balance between generation and demand, thus enhances power grid performance. However, these integrations reduce grids' time margin to respond against sudden frequency changes and re-establishing generation-demand equivalency. There...

Full description

Saved in:

Bibliographic Details
Main Authors:	Shrivastava, Divya Rishi, Siddiqui, Shahbaz Ahmed, Verma, Kusum, Singh, Satyendra, Alotaibi, Majed A., Malik, Hasmat, Marquez, Fausto Pedro Garcia
Format:	Article
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2023
Subjects:	TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/104911/1/HasmatMalik2023_DataDrivenUnifiedSchemetoEnhancetheStability.pdf http://eprints.utm.my/104911/ http://dx.doi.org/10.1109/ACCESS.2023.3325195
Tags:	Add Tag No Tags, Be the first to tag this record!

id	my.utm.104911
record_format	eprints
spelling	my.utm.1049112024-03-25T09:35:01Z http://eprints.utm.my/104911/ Data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time. Shrivastava, Divya Rishi Siddiqui, Shahbaz Ahmed Verma, Kusum Singh, Satyendra Alotaibi, Majed A. Malik, Hasmat Marquez, Fausto Pedro Garcia TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Solar energy penetration in power grids helps to maintain power balance between generation and demand, thus enhances power grid performance. However, these integrations reduce grids' time margin to respond against sudden frequency changes and re-establishing generation-demand equivalency. Thereby, it poses challenges to the performance and stability of the power system. It therefore becomes increasingly important to comprehend the real-time system data, identify and initiate necessary remedies to sustain the healthy system's operation. This article presents a data-driven unified methodology for enhancing grid stability in solar energy-penetrated power network. The proposed method is a two-stage unified framework that incorporates Prompt Instability Evaluation (PIE) to evaluate impending system transient instability in first stage. In the second stage for a system unstable operation a Decision Assisted Adaptive Control (DAAC) is developed and implemented for corrective emergency control. A novel PIE is presented to perform a post-disturbance transient stability assessment using short-synchronized moving data. The PIE assesses the upcoming transient instability within the first few cycles following fault inception. Next, a novel DAAC is proposed to design an emergency remedial scheme for identifying location (where), magnitude, and type in real-time for unstable operations. The DAAC utilizes a novel Decision Rule Based Inference (DRBI) to evaluate suitable action sets that may be deployed by the DAAC to sustain system stability. The simulation results demonstrate the suitability of the proposed study on the system's performance in the absence/presence of solar energy with topological variations. Institute of Electrical and Electronics Engineers Inc. 2023 Article PeerReviewed application/pdf en http://eprints.utm.my/104911/1/HasmatMalik2023_DataDrivenUnifiedSchemetoEnhancetheStability.pdf Shrivastava, Divya Rishi and Siddiqui, Shahbaz Ahmed and Verma, Kusum and Singh, Satyendra and Alotaibi, Majed A. and Malik, Hasmat and Marquez, Fausto Pedro Garcia (2023) Data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time. IEEE Access, 11 . pp. 118443-118461. ISSN 2169-3536 http://dx.doi.org/10.1109/ACCESS.2023.3325195 DOI: 10.1109/ACCESS.2023.3325195
institution	Universiti Teknologi Malaysia
building	UTM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Malaysia
content_source	UTM Institutional Repository
url_provider	http://eprints.utm.my/
language	English
topic	TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Shrivastava, Divya Rishi Siddiqui, Shahbaz Ahmed Verma, Kusum Singh, Satyendra Alotaibi, Majed A. Malik, Hasmat Marquez, Fausto Pedro Garcia Data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time.
description	Solar energy penetration in power grids helps to maintain power balance between generation and demand, thus enhances power grid performance. However, these integrations reduce grids' time margin to respond against sudden frequency changes and re-establishing generation-demand equivalency. Thereby, it poses challenges to the performance and stability of the power system. It therefore becomes increasingly important to comprehend the real-time system data, identify and initiate necessary remedies to sustain the healthy system's operation. This article presents a data-driven unified methodology for enhancing grid stability in solar energy-penetrated power network. The proposed method is a two-stage unified framework that incorporates Prompt Instability Evaluation (PIE) to evaluate impending system transient instability in first stage. In the second stage for a system unstable operation a Decision Assisted Adaptive Control (DAAC) is developed and implemented for corrective emergency control. A novel PIE is presented to perform a post-disturbance transient stability assessment using short-synchronized moving data. The PIE assesses the upcoming transient instability within the first few cycles following fault inception. Next, a novel DAAC is proposed to design an emergency remedial scheme for identifying location (where), magnitude, and type in real-time for unstable operations. The DAAC utilizes a novel Decision Rule Based Inference (DRBI) to evaluate suitable action sets that may be deployed by the DAAC to sustain system stability. The simulation results demonstrate the suitability of the proposed study on the system's performance in the absence/presence of solar energy with topological variations.
format	Article
author	Shrivastava, Divya Rishi Siddiqui, Shahbaz Ahmed Verma, Kusum Singh, Satyendra Alotaibi, Majed A. Malik, Hasmat Marquez, Fausto Pedro Garcia
author_facet	Shrivastava, Divya Rishi Siddiqui, Shahbaz Ahmed Verma, Kusum Singh, Satyendra Alotaibi, Majed A. Malik, Hasmat Marquez, Fausto Pedro Garcia
author_sort	Shrivastava, Divya Rishi
title	Data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time.
title_short	Data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time.
title_full	Data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time.
title_fullStr	Data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time.
title_full_unstemmed	Data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time.
title_sort	data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time.
publisher	Institute of Electrical and Electronics Engineers Inc.
publishDate	2023
url	http://eprints.utm.my/104911/1/HasmatMalik2023_DataDrivenUnifiedSchemetoEnhancetheStability.pdf http://eprints.utm.my/104911/ http://dx.doi.org/10.1109/ACCESS.2023.3325195
_version_	1794545946992836608
score	13.211869

Data-driven unified scheme to enhance the stability of solar energy integrated power system in real-time.

Similar Items