A priority list-based fuzzy logic controller for short-term unit commitment problem. (18th September 2019)
- Record Type:
- Journal Article
- Title:
- A priority list-based fuzzy logic controller for short-term unit commitment problem. (18th September 2019)
- Main Title:
- A priority list-based fuzzy logic controller for short-term unit commitment problem
- Authors:
- Kumar, Jitendra
Verma, Ashu
Bhatti, T.S. - Abstract:
- This paper presents a fuzzy logic-based priority list method to solve the unit commitment problem. The priority list order is selected according to the maximum output power rating of the generating units while satisfying all the constraints over a period of time. The turn on (commitment) and turn off (de-commitment) decision of thermal generating units is handled by priority list order with fuzzy logic algorithm. A fuzzy optimisation-based approach is developed to find the optimal solution by using fuzzy operations and if-then rules. The objective of the optimisation is to achieve minimum operating cost by scheduling of generator units. In solving the unit commitment problem, reliability and feasibility constraints are checked for the planning interval. This method is implemented on standard IEEE 69-bus, 11-thermal generator system. Use of the fuzzy logic controller with priority list method enables the handling of uncertainties in load forecast in an efficient manner.
- Is Part Of:
- International journal of power and energy conversion. Volume 10:Number 4(2019)
- Journal:
- International journal of power and energy conversion
- Issue:
- Volume 10:Number 4(2019)
- Issue Display:
- Volume 10, Issue 4 (2019)
- Year:
- 2019
- Volume:
- 10
- Issue:
- 4
- Issue Sort Value:
- 2019-0010-0004-0000
- Page Start:
- 497
- Page End:
- 511
- Publication Date:
- 2019-09-18
- Subjects:
- unit commitment -- priority list order -- PLO -- fuzzy logic controller -- FLC
Energy conversion -- Periodicals
Power resources -- Periodicals
Electric power production -- Periodicals
621.31205 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijpec ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1757-1154
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 11543.xml