Mixed integer linear programming for maintenance scheduling in power system planning

This paper discussed the merit of mixed-integer linear programming (MILP)-based approach against Lagrangian relaxation (LR)-based approach in solving generation and transmission maintenance scheduling problem. MILP provides a straightforward solution by formulating coupling constraints equations so...

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Main Authors: Hussin, S. M., Hassan, M. Y., Wu, L., Abdullah, M. P., Rosmin, N., Ahmad, M. A.
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2018
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Online Access:http://eprints.utm.my/id/eprint/84333/1/SitiMaherahHussin2018_MixedIntegerLinearProgrammingforMaintenanceScheduling.pdf
http://eprints.utm.my/id/eprint/84333/
http://dx.doi.org/10.11591/ijeecs.v11.i2.pp607-613
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spelling my.utm.843332019-12-28T01:46:53Z http://eprints.utm.my/id/eprint/84333/ Mixed integer linear programming for maintenance scheduling in power system planning Hussin, S. M. Hassan, M. Y. Wu, L. Abdullah, M. P. Rosmin, N. Ahmad, M. A. TK Electrical engineering. Electronics Nuclear engineering This paper discussed the merit of mixed-integer linear programming (MILP)-based approach against Lagrangian relaxation (LR)-based approach in solving generation and transmission maintenance scheduling problem. MILP provides a straightforward solution by formulating coupling constraints equations so that these sub-problems can be solved simultaneously without involving multipliers. In LR-based approach, generation and transmission maintenance scheduling, and security-constrained unit commitment have been solved individually and the integration was realized through a series of multipliers which has caused computational burden to the system. Numerical case studies were evaluated on the 6-bus system. A comparative study is carried out between the MILP and LR approaches. Simulation results indicate that the maintenance schedule derived by the proposed MILP approach outperforms the LR in terms of operational cost savings and gap tolerance. The operating cost could be saved up to 5% and the gap tolerance achieved is 0.01% as compared to 0.14% by LR. Institute of Advanced Engineering and Science 2018-08 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/84333/1/SitiMaherahHussin2018_MixedIntegerLinearProgrammingforMaintenanceScheduling.pdf Hussin, S. M. and Hassan, M. Y. and Wu, L. and Abdullah, M. P. and Rosmin, N. and Ahmad, M. A. (2018) Mixed integer linear programming for maintenance scheduling in power system planning. Indonesian Journal of Electrical Engineering and Computer Science, 11 (2). pp. 607-613. ISSN 2502-4752 http://dx.doi.org/10.11591/ijeecs.v11.i2.pp607-613
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
Hussin, S. M.
Hassan, M. Y.
Wu, L.
Abdullah, M. P.
Rosmin, N.
Ahmad, M. A.
Mixed integer linear programming for maintenance scheduling in power system planning
description This paper discussed the merit of mixed-integer linear programming (MILP)-based approach against Lagrangian relaxation (LR)-based approach in solving generation and transmission maintenance scheduling problem. MILP provides a straightforward solution by formulating coupling constraints equations so that these sub-problems can be solved simultaneously without involving multipliers. In LR-based approach, generation and transmission maintenance scheduling, and security-constrained unit commitment have been solved individually and the integration was realized through a series of multipliers which has caused computational burden to the system. Numerical case studies were evaluated on the 6-bus system. A comparative study is carried out between the MILP and LR approaches. Simulation results indicate that the maintenance schedule derived by the proposed MILP approach outperforms the LR in terms of operational cost savings and gap tolerance. The operating cost could be saved up to 5% and the gap tolerance achieved is 0.01% as compared to 0.14% by LR.
format Article
author Hussin, S. M.
Hassan, M. Y.
Wu, L.
Abdullah, M. P.
Rosmin, N.
Ahmad, M. A.
author_facet Hussin, S. M.
Hassan, M. Y.
Wu, L.
Abdullah, M. P.
Rosmin, N.
Ahmad, M. A.
author_sort Hussin, S. M.
title Mixed integer linear programming for maintenance scheduling in power system planning
title_short Mixed integer linear programming for maintenance scheduling in power system planning
title_full Mixed integer linear programming for maintenance scheduling in power system planning
title_fullStr Mixed integer linear programming for maintenance scheduling in power system planning
title_full_unstemmed Mixed integer linear programming for maintenance scheduling in power system planning
title_sort mixed integer linear programming for maintenance scheduling in power system planning
publisher Institute of Advanced Engineering and Science
publishDate 2018
url http://eprints.utm.my/id/eprint/84333/1/SitiMaherahHussin2018_MixedIntegerLinearProgrammingforMaintenanceScheduling.pdf
http://eprints.utm.my/id/eprint/84333/
http://dx.doi.org/10.11591/ijeecs.v11.i2.pp607-613
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score 13.211869