Optimal design and management of isolated hybrid renewable energy system (WT/PV/ORES)

Nowadays, fluctuations of fuel prices and environmental concerns, have promoted power system planners to use maximum possible renewable energy resources in power system. Currently, among renewable energies, the wind and solar energy have significant penetration in power systems. The most important problem of use of solar and wind energy is the stochastic and intermittent nature of renewable energies. Energy storage systems, which have the ability of storing and supplying energy, can be used beside solar and wind power plants and provides the improvement situation of operation to increase the efficiency of these units. In this paper, a Gravitational Search optimization Algorithm (GSA) is used to determine the optimal size of hybrid energy systems by considering the constraints of energy system reliability. Hence, at first, an isolated hybrid test system (Including Photovoltaic Panels (PV), Wind Turbine (WT) and Ocean Renewable Energy Storage (ORES)) is simulated by using mathematical models. Finally, the benefits of proposed approach is concluded by implementing it for a real case study (by using weather data of Kish Island located in Iran) and the numerical results are illustrated.

[1]  Akbar Maleki,et al.  Optimal sizing of autonomous hybrid photovoltaic/wind/battery power system with LPSP technology by using evolutionary algorithms , 2015 .

[2]  Alexander H. Slocum,et al.  Ocean Renewable Energy Storage (ORES) System: Analysis of an Undersea Energy Storage Concept , 2013, Proceedings of the IEEE.

[3]  R. P. Saini,et al.  Modeling of integrated renewable energy system for electrification of a remote area in India , 2016 .

[4]  David Zumoffen,et al.  Energy management strategy based on receding horizon for a power hybrid system , 2015 .

[5]  James D. C. Meredith Design, construction and testing of an ocean renewable energy storage scaled prototype , 2012 .

[6]  Jenn-Jiang Hwang,et al.  Design and techno-economic optimization of a stand-alone PV (photovoltaic)/FC (fuel cell)/battery hybrid power system connected to a wastewater-to-hydrogen processor , 2015 .

[7]  Omid Nematollahi,et al.  Solar energy potentials in Iran: A review , 2013 .

[8]  Teuku Meurah Indra Mahlia,et al.  A review of available methods and development on energy storage; technology update , 2014 .

[9]  M. Surya Kalavathi,et al.  Optimal capacitor placement in radial distribution system using Gravitational Search Algorithm , 2015 .

[10]  H. Gharavi,et al.  Imperial competitive algorithm optimization of fuzzy multi-objective design of a hybrid green power system with considerations for economics, reliability, and environmental emissions , 2015 .

[11]  R. P. Saini,et al.  A review on planning, configurations, modeling and optimization techniques of hybrid renewable energy systems for off grid applications , 2016 .

[12]  Lotfi Krichen,et al.  Optimal sizing of stand-alone photovoltaic/wind/hydrogen hybrid system supplying a desalination unit , 2015 .

[13]  Alireza Askarzadeh,et al.  A novel framework for optimization of a grid independent hybrid renewable energy system: A case study of Iran , 2015 .

[14]  Kasra Mohammadi,et al.  Assessment of solar and wind energy potentials for three free economic and industrial zones of Iran , 2014 .

[15]  Marc A. Rosen,et al.  Feasibility of satisfying electrical energy needs with hybrid systems for a medium-size hotel on Kish Island, Iran , 2014 .

[16]  Mohan Kolhe,et al.  Techno-economic sizing of off-grid hybrid renewable energy system for rural electrification in Sri Lanka , 2015 .

[17]  Abdullah Al-Badi,et al.  A review of optimum sizing of hybrid PV–Wind renewable energy systems in oman , 2016 .

[18]  K. Palanisamy,et al.  Optimization in microgrids with hybrid energy systems – A review , 2015 .

[19]  Andreas Sumper,et al.  Experimental Validation of a Real-Time Energy Management System Using Multi-Period Gravitational Search Algorithm for Microgrids in Islanded Mode , 2014 .

[20]  Sung-Hoon Ahn,et al.  Optimization of hybrid renewable energy power systems: A review , 2015, International Journal of Precision Engineering and Manufacturing-Green Technology.

[21]  A. Mellit,et al.  Feasibility study and sensitivity analysis of a stand-alone photovoltaic–diesel–battery hybrid energy system in the north of Algeria , 2015 .

[22]  Gökhan Dündar Design and manufacture study of Ocean Renewable Energy Storage (ORES) prototype , 2012 .

[23]  Hossein Shahinzadeh,et al.  Simultaneous operation of near-to-sea and off-shore wind farms with ocean renewable energy storage , 2016, 2016 Iranian Conference on Renewable Energy & Distributed Generation (ICREDG).

[24]  Omid Nematollahi,et al.  Energy demands and renewable energy resources in the Middle East , 2016 .

[25]  K. S. Sandhu,et al.  Hybrid wind/photovoltaic energy system developments: Critical review and findings , 2015 .

[26]  Prashant Baredar,et al.  Solar–wind hybrid renewable energy system: A review , 2016 .

[27]  Tapas K. Mallick,et al.  A Review of Hybrid Solar PV and Wind Energy System , 2015 .