Differential evolution based special protection and control scheme for contingency monitoring of transmission line overloading

In designing System Protection Schemes (SPSs) in a power system, protecting transmission lines against severe undesired conditions becomes a serious effort in minimizing line overloading. In this paper, a Special Protection and Control Scheme (SPCS) based on Differential Evolution (DE) algorithm for...

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Main Authors: Hadi, Mahmood Khalid, Othman, Mohammad Lutfi, Abdul Wahab, Noor Izzri
Format: Conference or Workshop Item
Language:English
Published: Springer 2017
Online Access:http://psasir.upm.edu.my/id/eprint/59533/1/Differential%20evolution%20based%20special%20protection%20and%20control%20scheme%20for%20contingency%20monitoring%20of%20transmission%20line%20overloading.pdf
http://psasir.upm.edu.my/id/eprint/59533/
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spelling my.upm.eprints.595332018-03-08T03:49:33Z http://psasir.upm.edu.my/id/eprint/59533/ Differential evolution based special protection and control scheme for contingency monitoring of transmission line overloading Hadi, Mahmood Khalid Othman, Mohammad Lutfi Abdul Wahab, Noor Izzri In designing System Protection Schemes (SPSs) in a power system, protecting transmission lines against severe undesired conditions becomes a serious effort in minimizing line overloading. In this paper, a Special Protection and Control Scheme (SPCS) based on Differential Evolution (DE) algorithm for optimal generation rescheduling to mitigate line overloads in contingency conditions has been presented. Simulation results for various N − 1 contingency conditions within the considered power system under base case load are proposed and validated with those results from the Genetic Algorithm (GA). Minimum severity index has been undertaken as the objective function of this research work. The final results prove that the DE based algorithm gives better than GA in terms of the speed of convergence and minimum generation fuel cost. IEEE 30-bus test system was used to verify the effectiveness of the implemented methods. Springer 2017 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/59533/1/Differential%20evolution%20based%20special%20protection%20and%20control%20scheme%20for%20contingency%20monitoring%20of%20transmission%20line%20overloading.pdf Hadi, Mahmood Khalid and Othman, Mohammad Lutfi and Abdul Wahab, Noor Izzri (2017) Differential evolution based special protection and control scheme for contingency monitoring of transmission line overloading. In: 2nd International Conference of Reliable Information and Communication Technology (IRICT 2017), 23-24 Apr. 2017, Johor, Malaysia. (pp. 475-487). 10.1007/978-3-319-59427-9_50
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description In designing System Protection Schemes (SPSs) in a power system, protecting transmission lines against severe undesired conditions becomes a serious effort in minimizing line overloading. In this paper, a Special Protection and Control Scheme (SPCS) based on Differential Evolution (DE) algorithm for optimal generation rescheduling to mitigate line overloads in contingency conditions has been presented. Simulation results for various N − 1 contingency conditions within the considered power system under base case load are proposed and validated with those results from the Genetic Algorithm (GA). Minimum severity index has been undertaken as the objective function of this research work. The final results prove that the DE based algorithm gives better than GA in terms of the speed of convergence and minimum generation fuel cost. IEEE 30-bus test system was used to verify the effectiveness of the implemented methods.
format Conference or Workshop Item
author Hadi, Mahmood Khalid
Othman, Mohammad Lutfi
Abdul Wahab, Noor Izzri
spellingShingle Hadi, Mahmood Khalid
Othman, Mohammad Lutfi
Abdul Wahab, Noor Izzri
Differential evolution based special protection and control scheme for contingency monitoring of transmission line overloading
author_facet Hadi, Mahmood Khalid
Othman, Mohammad Lutfi
Abdul Wahab, Noor Izzri
author_sort Hadi, Mahmood Khalid
title Differential evolution based special protection and control scheme for contingency monitoring of transmission line overloading
title_short Differential evolution based special protection and control scheme for contingency monitoring of transmission line overloading
title_full Differential evolution based special protection and control scheme for contingency monitoring of transmission line overloading
title_fullStr Differential evolution based special protection and control scheme for contingency monitoring of transmission line overloading
title_full_unstemmed Differential evolution based special protection and control scheme for contingency monitoring of transmission line overloading
title_sort differential evolution based special protection and control scheme for contingency monitoring of transmission line overloading
publisher Springer
publishDate 2017
url http://psasir.upm.edu.my/id/eprint/59533/1/Differential%20evolution%20based%20special%20protection%20and%20control%20scheme%20for%20contingency%20monitoring%20of%20transmission%20line%20overloading.pdf
http://psasir.upm.edu.my/id/eprint/59533/
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score 13.211869