BibTex RIS Kaynak Göster

Application of ABC Algorithm for Grid-Independent Hybrid Hydro/Photovoltaic/Wind/Fuel Cell Power Generation System Considering Cost and Reliability

Yıl 2013, Cilt: 3 Sayı: 4, 928 - 940, 01.12.2013

Öz

This paper is purposed to investigate minimization of overall expenditure of combinatorial self-determining power plant. This preferred complex based on hydrogen storage demanded by electrical capacitors posited in SABALAN dam powerhouse due to local agricultural irrigations include small hydropower units, photovoltaic systems and wind turbines. Systems durability in considerate of reliability computation is estimated approximately 20 years. Genuinely, all intact respective data, such as floodgate outlet water Debi, sunlight and puff intensity from the nearest local weather station and SUNA (Iran naval energy organization), because of utilize in the simulation have been perfectly collected. Therefore, comparison of combinatorial (Hydro, PV, Wind, Fuel Cell) plant with mentioned system without considering the hydropower plant has been studied. Costs of plant fabrication, reliability betterment of entire system and also output-energy expenditure that are economic priorities of affix the hydropower plant to the combinatorial system have been perused. Accordingly, it has been used by a trustable proximate pattern to modify the effect-time of referred system. And also to attain an accurate optimized system capacity, Artificial Bee Colony (ABC) has been preferred. In addition to purpose of confide the validation and accuracy, the obtained results by ABC algorithm has been compared with the results in PSO (particle swarm optimization) which obtained by HOMER software. With good judgment, consequences evaluation testified precision and highly efficiency of ABC to determine the optimum capacity of combinatorial system.

Kaynakça

  • optimal design of a hybrid renewable energy system for rural electrification in Iran, International Journal Of Renewable Energy Research, Vol.2, No.4, (2012).
  • 'Optimal design of a reliable hydrogen-based stand-alone wind/PV generating system, considering component outages'. Renewable Energy, 2009, 34, pp. 2380-2390. Mayer, system: Sizing a small hydro-PV-hybrid system for rural electrification in developing countries". Renewable Energy (2009) 2259–2263.
  • A.Lejeune."Microhydro-PV-hybrid of small Hydro/PV/Wind hybrid system for off-grid rural electrification in Ethiopia, Applied Energy 97 (2012) 5–15. of hybrid PV/Wind distribution generation in Meshkinshahr city network using GSA algorithm. Iranian Journal of Energy, Vol.15, No.4, (2013).
  • Ali. "Optimization of PV-Wind-Hydro-Diesel Hybrid System by Minimizing Excess Capacity ".European Journal of Scientific Research,2009, I Vol.25 No.4 . optimum design of motorized PV shade and its impact on energy flow of a case study, Iranian Journal of Energy, Vol.15, No.2, (2012).
  • Kébé, M. Ndongo.:'Optimal design of a hybrid solar-wind- battery system using the minimization of the annualized cost system and the minimization of the loss of power supply probability (LPSP)'. Renewable Energy.2010, 35,(10),pp. 2390. a PV/wind hybrid energy conversion system with battery storage using simulated annealing'. Applied Energy. 2010, , pp. 592-598.
  • PV/WT/FC sizing and distribution system reconfiguration using multi-objective artificial bee colony (MOABC) algorithm, Solar Energy 86 (2012) 3057–3071. bee colony algorithm for real-parameter optimization.
  • Information Sciences 192 (1), 120–142. bee colony algorithm. Computers & Operations Research 39, –697. Yong, D.B. Chia, Techno-economical optimization of hybrid PV/Wind/battery system using Neuro-Fuzzy, Energy 36 (2011) 5148-5153.
  • Photovoltaic–Wind energy system, Electrical Power and Energy Systems 42 (2012) 448–451. simulation of a small wind-fuel cell hybrid energy system. Renewable Energy 2005; 30:421–39.
  • Outzourhit, Driss Zejli, Simulation of PV-Wind-hybrid systems combined with hydrogen storage for rural electrification, International Journal of Hydrogen Energy 36 (2011) 4185-4197.
  • MauroM.Severino, Economic evaluation and optimization of a photovoltaic–fuel cell–batteries hybrid system for use in the Brazilian Amazon, Energy Policy 38 (2010) 6713–6723.
  • V. Generation unit sizing and cost analysis for stand-alone wind, photovoltaic and hybrid wind/PV systems. IEEE Trans Energy Convers, 1998; 13:70–75. systems over an energy scenario. IEEE Trans Energy
  • Convers September 1997; 12(No. 3). optimization of grid-independent hybrid photovoltaic/wind power generation system, Energy 36 (2011) 1214-1222.
  • Optimal wind-hydro solution for the Marmara region of Turkey to meet electricity demand, Energy 36 (2011) e872. cost analysis of stand-alone hybrid wind/PV/fuel cell power generation system. Renewable Energy 2006; 31:1641–56. operating strategies in small standalone power systems. IEEE
  • Trans Energy Convers September 2005; 20(3):654–60. Optimization.
  • Conference on Neural Networks,Piscalaway, NJ, 1995. of "Proceedings IREE International branch. Daily mean values of solar radiation, wind speed and temperature,2010. control strategies of PV-diesel systems using genetic algorithms '. Solar Energy , 2005,79, (1), pp.33-46.
Yıl 2013, Cilt: 3 Sayı: 4, 928 - 940, 01.12.2013

Öz

Kaynakça

  • optimal design of a hybrid renewable energy system for rural electrification in Iran, International Journal Of Renewable Energy Research, Vol.2, No.4, (2012).
  • 'Optimal design of a reliable hydrogen-based stand-alone wind/PV generating system, considering component outages'. Renewable Energy, 2009, 34, pp. 2380-2390. Mayer, system: Sizing a small hydro-PV-hybrid system for rural electrification in developing countries". Renewable Energy (2009) 2259–2263.
  • A.Lejeune."Microhydro-PV-hybrid of small Hydro/PV/Wind hybrid system for off-grid rural electrification in Ethiopia, Applied Energy 97 (2012) 5–15. of hybrid PV/Wind distribution generation in Meshkinshahr city network using GSA algorithm. Iranian Journal of Energy, Vol.15, No.4, (2013).
  • Ali. "Optimization of PV-Wind-Hydro-Diesel Hybrid System by Minimizing Excess Capacity ".European Journal of Scientific Research,2009, I Vol.25 No.4 . optimum design of motorized PV shade and its impact on energy flow of a case study, Iranian Journal of Energy, Vol.15, No.2, (2012).
  • Kébé, M. Ndongo.:'Optimal design of a hybrid solar-wind- battery system using the minimization of the annualized cost system and the minimization of the loss of power supply probability (LPSP)'. Renewable Energy.2010, 35,(10),pp. 2390. a PV/wind hybrid energy conversion system with battery storage using simulated annealing'. Applied Energy. 2010, , pp. 592-598.
  • PV/WT/FC sizing and distribution system reconfiguration using multi-objective artificial bee colony (MOABC) algorithm, Solar Energy 86 (2012) 3057–3071. bee colony algorithm for real-parameter optimization.
  • Information Sciences 192 (1), 120–142. bee colony algorithm. Computers & Operations Research 39, –697. Yong, D.B. Chia, Techno-economical optimization of hybrid PV/Wind/battery system using Neuro-Fuzzy, Energy 36 (2011) 5148-5153.
  • Photovoltaic–Wind energy system, Electrical Power and Energy Systems 42 (2012) 448–451. simulation of a small wind-fuel cell hybrid energy system. Renewable Energy 2005; 30:421–39.
  • Outzourhit, Driss Zejli, Simulation of PV-Wind-hybrid systems combined with hydrogen storage for rural electrification, International Journal of Hydrogen Energy 36 (2011) 4185-4197.
  • MauroM.Severino, Economic evaluation and optimization of a photovoltaic–fuel cell–batteries hybrid system for use in the Brazilian Amazon, Energy Policy 38 (2010) 6713–6723.
  • V. Generation unit sizing and cost analysis for stand-alone wind, photovoltaic and hybrid wind/PV systems. IEEE Trans Energy Convers, 1998; 13:70–75. systems over an energy scenario. IEEE Trans Energy
  • Convers September 1997; 12(No. 3). optimization of grid-independent hybrid photovoltaic/wind power generation system, Energy 36 (2011) 1214-1222.
  • Optimal wind-hydro solution for the Marmara region of Turkey to meet electricity demand, Energy 36 (2011) e872. cost analysis of stand-alone hybrid wind/PV/fuel cell power generation system. Renewable Energy 2006; 31:1641–56. operating strategies in small standalone power systems. IEEE
  • Trans Energy Convers September 2005; 20(3):654–60. Optimization.
  • Conference on Neural Networks,Piscalaway, NJ, 1995. of "Proceedings IREE International branch. Daily mean values of solar radiation, wind speed and temperature,2010. control strategies of PV-diesel systems using genetic algorithms '. Solar Energy , 2005,79, (1), pp.33-46.
Toplam 15 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Bölüm Articles
Yazarlar

Farshid Mostofi Bu kişi benim

Masoud Safavi Bu kişi benim

Yayımlanma Tarihi 1 Aralık 2013
Yayımlandığı Sayı Yıl 2013 Cilt: 3 Sayı: 4

Kaynak Göster

APA Mostofi, F., & Safavi, M. (2013). Application of ABC Algorithm for Grid-Independent Hybrid Hydro/Photovoltaic/Wind/Fuel Cell Power Generation System Considering Cost and Reliability. International Journal Of Renewable Energy Research, 3(4), 928-940.
AMA Mostofi F, Safavi M. Application of ABC Algorithm for Grid-Independent Hybrid Hydro/Photovoltaic/Wind/Fuel Cell Power Generation System Considering Cost and Reliability. International Journal Of Renewable Energy Research. Aralık 2013;3(4):928-940.
Chicago Mostofi, Farshid, ve Masoud Safavi. “Application of ABC Algorithm for Grid-Independent Hybrid Hydro/Photovoltaic/Wind/Fuel Cell Power Generation System Considering Cost and Reliability”. International Journal Of Renewable Energy Research 3, sy. 4 (Aralık 2013): 928-40.
EndNote Mostofi F, Safavi M (01 Aralık 2013) Application of ABC Algorithm for Grid-Independent Hybrid Hydro/Photovoltaic/Wind/Fuel Cell Power Generation System Considering Cost and Reliability. International Journal Of Renewable Energy Research 3 4 928–940.
IEEE F. Mostofi ve M. Safavi, “Application of ABC Algorithm for Grid-Independent Hybrid Hydro/Photovoltaic/Wind/Fuel Cell Power Generation System Considering Cost and Reliability”, International Journal Of Renewable Energy Research, c. 3, sy. 4, ss. 928–940, 2013.
ISNAD Mostofi, Farshid - Safavi, Masoud. “Application of ABC Algorithm for Grid-Independent Hybrid Hydro/Photovoltaic/Wind/Fuel Cell Power Generation System Considering Cost and Reliability”. International Journal Of Renewable Energy Research 3/4 (Aralık 2013), 928-940.
JAMA Mostofi F, Safavi M. Application of ABC Algorithm for Grid-Independent Hybrid Hydro/Photovoltaic/Wind/Fuel Cell Power Generation System Considering Cost and Reliability. International Journal Of Renewable Energy Research. 2013;3:928–940.
MLA Mostofi, Farshid ve Masoud Safavi. “Application of ABC Algorithm for Grid-Independent Hybrid Hydro/Photovoltaic/Wind/Fuel Cell Power Generation System Considering Cost and Reliability”. International Journal Of Renewable Energy Research, c. 3, sy. 4, 2013, ss. 928-40.
Vancouver Mostofi F, Safavi M. Application of ABC Algorithm for Grid-Independent Hybrid Hydro/Photovoltaic/Wind/Fuel Cell Power Generation System Considering Cost and Reliability. International Journal Of Renewable Energy Research. 2013;3(4):928-40.