Design of economic dispatch model for Gencos with thermal and wind powered generators. (June 2015)
- Record Type:
- Journal Article
- Title:
- Design of economic dispatch model for Gencos with thermal and wind powered generators. (June 2015)
- Main Title:
- Design of economic dispatch model for Gencos with thermal and wind powered generators
- Authors:
- Geetha, K.
Sharmila Deve, V.
Keerthivasan, K. - Abstract:
- Highlights: Article's objective is to solve ED of Genco with private wind powered generators. Dynamic cost coefficient is computed using fuzzy logic and implemented in dynamic FiT. Impact of dynamic FiT in ED is analyzed with variable wind velocity and power demand. Dynamic FiT instead of Fixed FiT is beneficial to Genco and Wind Power Producers. Proposed method may attract Wind Power Producers hence reduce the fossil fuel usage. Abstract: This paper introduces a new generic equation for the economic dispatch model of power systems, which include conventional generators as well as wind powered generators considering the variable nature of wind velocity and power demand. Objective function of the proposed model presents a major novelty in the economic dispatch modeling, namely: dynamic cost coefficient, which is computed using fuzzy logic considering both the variable nature of wind velocity and power demand. This dynamic cost coefficient is designed to benefit both the Wind Power Producers and Genco. This model allows for one hour ahead of revision of conventional and wind generation unit schedule, using the information of 'Dynamic Feed in Tariff' of total wind powered generation. This methodology is implemented for a simple test system and Genco system. Genco system comprises of ten thermal units and two wind farms. Genetic Algorithm is used to solve the proposed generic economic dispatch model and find the optimal cost of power generation. In addition, the impact ofHighlights: Article's objective is to solve ED of Genco with private wind powered generators. Dynamic cost coefficient is computed using fuzzy logic and implemented in dynamic FiT. Impact of dynamic FiT in ED is analyzed with variable wind velocity and power demand. Dynamic FiT instead of Fixed FiT is beneficial to Genco and Wind Power Producers. Proposed method may attract Wind Power Producers hence reduce the fossil fuel usage. Abstract: This paper introduces a new generic equation for the economic dispatch model of power systems, which include conventional generators as well as wind powered generators considering the variable nature of wind velocity and power demand. Objective function of the proposed model presents a major novelty in the economic dispatch modeling, namely: dynamic cost coefficient, which is computed using fuzzy logic considering both the variable nature of wind velocity and power demand. This dynamic cost coefficient is designed to benefit both the Wind Power Producers and Genco. This model allows for one hour ahead of revision of conventional and wind generation unit schedule, using the information of 'Dynamic Feed in Tariff' of total wind powered generation. This methodology is implemented for a simple test system and Genco system. Genco system comprises of ten thermal units and two wind farms. Genetic Algorithm is used to solve the proposed generic economic dispatch model and find the optimal cost of power generation. In addition, the impact of dynamic cost coefficient on the operation cost of the system is analyzed in the simple test system. Simulation result shows that under critical demand situation, 'Dynamic Feed in Tariff' favors reduction of the operating cost of the systems. The result of the simulation done on Genco system shows that this proposed model benefits both Genco and Wind Power Producer. … (more)
- Is Part Of:
- International journal of electrical power & energy systems. Volume 68(2015:Jun.)
- Journal:
- International journal of electrical power & energy systems
- Issue:
- Volume 68(2015:Jun.)
- Issue Display:
- Volume 68 (2015)
- Year:
- 2015
- Volume:
- 68
- Issue Sort Value:
- 2015-0068-0000-0000
- Page Start:
- 222
- Page End:
- 232
- Publication Date:
- 2015-06
- Subjects:
- Dynamic Feed in Tariff -- Wind velocity -- Power demand -- Fuzzy logic -- Economic dispatch -- Genetic Algorithm
Electrical engineering -- Periodicals
Electric power systems -- Periodicals
Électrotechnique -- Périodiques
Réseaux électriques (Énergie) -- Périodiques
Electric power systems
Electrical engineering
Periodicals
621.3 - Journal URLs:
- http://www.sciencedirect.com/science/journal/01420615 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.ijepes.2014.12.069 ↗
- Languages:
- English
- ISSNs:
- 0142-0615
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.220000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 7236.xml