A decomposition/aggregation method for solving electrical power dispatch problems

Mohd Helmi Mansor, M. R. Irving, G. A. Taylor

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

This paper presents a new approach to solving the Economic Dispatch (ED) Problem for a large number of generators using a decomposition / aggregation method. A program has been developed to demonstrate the algorithm using the MATLAB programming language. A 5-bus test system and the IEEE 26-bus test system are used as demonstration systems. Each test system is decomposed into small areas and each area has been solved for Economic Dispatch (locally) using an Evolutionary Programming (EP) technique. It was ensured that each area contains at least one generating unit and one supplied load. The EP will minimise the objective funtion for each area, minimising the local operating cost including the effects of real power losses in each area. The optimisation problem for each area can be regarded as a sub-problem of the decomposition scheme. Subsequently, the solutions from the areas are combined (aggregated) to solve the overall system problem. The results obtained using the decomposition / aggregation method are compared with the results found when the ED Problem was solved using a centralised EP approach and the base-case results found from solving a (non-optimal) load flow. It was found that applying the aggregation method is a prospective approach for solving economic dispatch problems with a large numbers of generators in a power system.

Original languageEnglish
Title of host publicationProceedings - 2012 47th International Universities Power Engineering Conference, UPEC 2012
DOIs
Publication statusPublished - 01 Dec 2012
Event2012 47th International Universities Power Engineering Conference, UPEC 2012 - London, United Kingdom
Duration: 04 Sep 201207 Sep 2012

Publication series

NameProceedings of the Universities Power Engineering Conference

Other

Other2012 47th International Universities Power Engineering Conference, UPEC 2012
CountryUnited Kingdom
CityLondon
Period04/09/1207/09/12

Fingerprint

Agglomeration
Evolutionary algorithms
Decomposition
Economics
Operating costs
Computer programming languages
MATLAB
Demonstrations

All Science Journal Classification (ASJC) codes

  • Energy Engineering and Power Technology

Cite this

Mansor, M. H., Irving, M. R., & Taylor, G. A. (2012). A decomposition/aggregation method for solving electrical power dispatch problems. In Proceedings - 2012 47th International Universities Power Engineering Conference, UPEC 2012 [6398675] (Proceedings of the Universities Power Engineering Conference). https://doi.org/10.1109/UPEC.2012.6398675
Mansor, Mohd Helmi ; Irving, M. R. ; Taylor, G. A. / A decomposition/aggregation method for solving electrical power dispatch problems. Proceedings - 2012 47th International Universities Power Engineering Conference, UPEC 2012. 2012. (Proceedings of the Universities Power Engineering Conference).
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Mansor, MH, Irving, MR & Taylor, GA 2012, A decomposition/aggregation method for solving electrical power dispatch problems. in Proceedings - 2012 47th International Universities Power Engineering Conference, UPEC 2012., 6398675, Proceedings of the Universities Power Engineering Conference, 2012 47th International Universities Power Engineering Conference, UPEC 2012, London, United Kingdom, 04/09/12. https://doi.org/10.1109/UPEC.2012.6398675

A decomposition/aggregation method for solving electrical power dispatch problems. / Mansor, Mohd Helmi; Irving, M. R.; Taylor, G. A.

Proceedings - 2012 47th International Universities Power Engineering Conference, UPEC 2012. 2012. 6398675 (Proceedings of the Universities Power Engineering Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Mansor MH, Irving MR, Taylor GA. A decomposition/aggregation method for solving electrical power dispatch problems. In Proceedings - 2012 47th International Universities Power Engineering Conference, UPEC 2012. 2012. 6398675. (Proceedings of the Universities Power Engineering Conference). https://doi.org/10.1109/UPEC.2012.6398675