Title :
Optimization of a reliable combined heat and power microgrid considered uncertainty
Author :
Hakimi, S.M. ; Moghaddas-Tafreshi, S.M. ; Moosavian, Seyed Mahdi ; Rahim, N.A. ; Selvaraj, Jeyraj
Abstract :
The uncertainties associated with load and wind power forecasting affect the system operation and planning decision. Ignoring the uncertainties in planning process leads to a high risk. In this paper a novel intelligent method is applied to the problem of sizing in a micro-grid power system for Ganje area in north-west Iran such that the electrical and heat demand of residential area is met. The micro-grid consists of fuel cells, some wind units, some electrolyzers, a reformer, an anaerobic reactor, some hydrogen tanks and also thermal storage tank. The heat requirements of systems consist of water heating load and Space heating load. The heat produced by fuel cells is used to supply heat required of system. When the heat produced by fuel cells is more than demand surplus heat is stored in thermal storage tank. In this study also waste and natural gas are used to produce heat for system. For supplying heating loads in micro grid, produced heat of fuel cell is used at first and then produced heat of waste and at the end the natural gas are used. Particle Swarm Optimization (PSO) algorithm is used for optimal sizing of system´s components. The notions of reliability are considered in this microgrid.
Keywords :
cogeneration; demand side management; distributed power generation; fuel cells; hydrogen; load forecasting; particle swarm optimisation; power generation planning; power generation reliability; space heating; wind power plants; Ganje area; PSO algorithm; anaerobic reactor; combined heat and power microgrid; electrical demand; electrolyzers; fuel cells; heat demand; hydrogen tanks; load forecasting; natural gas; north-west Iran; optimal sizing; particle swarm optimization; power system planning; space heating load; thermal storage tank; waste gas; water heating; wind power forecasting; wind units; Fuel cells; Hydrogen; Space heating; Uncertainty; Waste heat; Wind turbines; fuel cell; microgrid; optimal sizing; renewable energy; thermal storage tank; uncertainty; wind turbine;
Conference_Titel :
Clean Energy and Technology (CEAT), 2013 IEEE Conference on
Conference_Location :
Lankgkawi
Print_ISBN :
978-1-4799-3237-5
DOI :
10.1109/CEAT.2013.6775590