Operational flexibility for increasing renewable energy penetration level by modified enhanced priority list method

The increasing concerns on climate change and the need for a more sustainable grid, recently has seen a fast expansion of renewable energy sources (RES). This leads to complexities in system balancing between the load and the integrated RES generation, as a result of increased levels of system varia...

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Main Author: Abujarad, Saleh Y. I.
Format: Thesis
Language:English
Published: 2018
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Online Access:http://eprints.utm.my/id/eprint/79561/1/SalehYIPFKE2018.pdf
http://eprints.utm.my/id/eprint/79561/
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Institution: Universiti Teknologi Malaysia
Language: English
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spelling my.utm.795612018-10-31T12:58:36Z http://eprints.utm.my/id/eprint/79561/ Operational flexibility for increasing renewable energy penetration level by modified enhanced priority list method Abujarad, Saleh Y. I. TK Electrical engineering. Electronics Nuclear engineering The increasing concerns on climate change and the need for a more sustainable grid, recently has seen a fast expansion of renewable energy sources (RES). This leads to complexities in system balancing between the load and the integrated RES generation, as a result of increased levels of system variability and uncertainty. The concept of flexibility describes the capability of the power system to maintain a balance between generation and the load under uncertainty. Therefore, system operators need to develop flexibility measuring technique to manage the sudden intermittency of net-load. Current flexibility metrics are not exhaustive enough to capture the different aspects of the flexibility requirement assessment of the power systems. Furthermore, one of their demerits is that the start-up cost is not considered together with the other technical parameters. Hence, this thesis proposes a method that improves the assessment accuracy of individual thermal units and overall generation system. Additionally, a new flexibility metric for effective planning of system operations is proposed. The proposed metric considers technoeconomic flexibility indicators possessed by generation units. A new ranking for Flexibility Ranked Enhanced Priority List (FREPL) method for increasing share of renewable energy is proposed as well. The assessment is conducted using technical and economic flexibility indicators characteristics of the generating units. An analytical hierarchy process is utilized to assign weights to these indicators in order to measure their relative significance. Next, a normalization process is executed and then followed by a linear aggregation to produce the proposed flexibility metric. Flexibility and cost ranking are coupled in order to improve the FREPL. The proposed technique has been tested using both IEEE RTS-96 test system and IEEE 10-units generating system. The developed method is integrated with the conventional unit commitment problem in order to assist the system operators for optimal use of the generation portfolios of their power system networks. The results demonstrate that the developed metric is robust and superior to the existing metrics, while the proposed Enhanced Priority List characterizes the system’s planned resources that could be operated in a sufficiently flexible manner. The net-load profile has been enhanced and the penetration level of wind power has been upgraded from 28.9% up to 37.2% while the penetration level of solar power has been upgraded from 14.5% up to 15.1%. 2018 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/79561/1/SalehYIPFKE2018.pdf Abujarad, Saleh Y. I. (2018) Operational flexibility for increasing renewable energy penetration level by modified enhanced priority list method. PhD thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering.
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 TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Abujarad, Saleh Y. I.
Operational flexibility for increasing renewable energy penetration level by modified enhanced priority list method
description The increasing concerns on climate change and the need for a more sustainable grid, recently has seen a fast expansion of renewable energy sources (RES). This leads to complexities in system balancing between the load and the integrated RES generation, as a result of increased levels of system variability and uncertainty. The concept of flexibility describes the capability of the power system to maintain a balance between generation and the load under uncertainty. Therefore, system operators need to develop flexibility measuring technique to manage the sudden intermittency of net-load. Current flexibility metrics are not exhaustive enough to capture the different aspects of the flexibility requirement assessment of the power systems. Furthermore, one of their demerits is that the start-up cost is not considered together with the other technical parameters. Hence, this thesis proposes a method that improves the assessment accuracy of individual thermal units and overall generation system. Additionally, a new flexibility metric for effective planning of system operations is proposed. The proposed metric considers technoeconomic flexibility indicators possessed by generation units. A new ranking for Flexibility Ranked Enhanced Priority List (FREPL) method for increasing share of renewable energy is proposed as well. The assessment is conducted using technical and economic flexibility indicators characteristics of the generating units. An analytical hierarchy process is utilized to assign weights to these indicators in order to measure their relative significance. Next, a normalization process is executed and then followed by a linear aggregation to produce the proposed flexibility metric. Flexibility and cost ranking are coupled in order to improve the FREPL. The proposed technique has been tested using both IEEE RTS-96 test system and IEEE 10-units generating system. The developed method is integrated with the conventional unit commitment problem in order to assist the system operators for optimal use of the generation portfolios of their power system networks. The results demonstrate that the developed metric is robust and superior to the existing metrics, while the proposed Enhanced Priority List characterizes the system’s planned resources that could be operated in a sufficiently flexible manner. The net-load profile has been enhanced and the penetration level of wind power has been upgraded from 28.9% up to 37.2% while the penetration level of solar power has been upgraded from 14.5% up to 15.1%.
format Thesis
author Abujarad, Saleh Y. I.
author_facet Abujarad, Saleh Y. I.
author_sort Abujarad, Saleh Y. I.
title Operational flexibility for increasing renewable energy penetration level by modified enhanced priority list method
title_short Operational flexibility for increasing renewable energy penetration level by modified enhanced priority list method
title_full Operational flexibility for increasing renewable energy penetration level by modified enhanced priority list method
title_fullStr Operational flexibility for increasing renewable energy penetration level by modified enhanced priority list method
title_full_unstemmed Operational flexibility for increasing renewable energy penetration level by modified enhanced priority list method
title_sort operational flexibility for increasing renewable energy penetration level by modified enhanced priority list method
publishDate 2018
url http://eprints.utm.my/id/eprint/79561/1/SalehYIPFKE2018.pdf
http://eprints.utm.my/id/eprint/79561/
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