Pumped storage-based standalone photovoltaic power generation system: Modeling and techno-economic optimization

Standalone renewable energy (RE) systems hold the most promising solution to the electrification of remote areas without utility grid access, while a feasible energy storage is a core part for achieving a continuous and reliable power supply since RE is usually intermittent and weather dependent. In the present study, the pumped hydro storage system is proposed, which is considered as a promising technology for solar energy penetration and particularly for small autonomous systems in remote areas. The mathematical models for the major components are developed, and system reliability and economic criteria are discussed as a benchmark for optimization. The genetic algorithm (GA), along with Pareto optimality concept, is used for the system techno-economic optimization: to maximize power supply reliability and minimize system lifecycle cost simultaneously. The proposed methodology is applied on a real remote inhabited island without power supply. System sizing, simulation and optimization are carried out using single-objective and double-objective GA technique. The performance of the optimal case under zero LPSP is examined. This study demonstrates that the proposed models and optimization algorithm is effective and can be used for other similar studies in the future.

[1]  David W. Coit,et al.  Multi-objective optimization using genetic algorithms: A tutorial , 2006, Reliab. Eng. Syst. Saf..

[2]  Hongxing Yang,et al.  A feasibility study of a stand-alone hybrid solar–wind–battery system for a remote island , 2014 .

[3]  Salman Mohagheghi,et al.  Transient performance analysis of a small-scale PV-PHS power plant fed by a SVPWM drive applied for a distribution system , 2013, 2013 IEEE Energy Conversion Congress and Exposition.

[4]  G. Papadakis,et al.  A stand-alone photovoltaic power system for remote villages using pumped water energy storage , 2004 .

[5]  Lin Lu,et al.  Weather data and probability analysis of hybrid photovoltaic–wind power generation systems in Hong Kong , 2003 .

[6]  Yaduvir Singh,et al.  Genetic Algorithms: Concepts, Design for Optimization of Process Controllers , 2011, Comput. Inf. Sci..

[7]  Yaodong Wang,et al.  Modelling and simulation of a distributed power generation system with energy storage to meet dynamic household electricity demand , 2013 .

[8]  Ionel Vechiu,et al.  Comparison of three topologies and controls of a hybrid energy storage system for microgrids , 2012 .

[9]  Elena M. Krieger,et al.  A comparison of lead-acid and lithium-based battery behavior and capacity fade in off-grid renewable charging applications , 2013 .

[10]  Ren Yan,et al.  Simulation and optimization of hybrid wind-solar-pumped-storage power system , 2011, 2011 International Conference on Electric Information and Control Engineering.

[11]  Ruisheng Li,et al.  Design of wind-solar and pumped-storage hybrid power supply system , 2010, 2010 3rd International Conference on Computer Science and Information Technology.

[12]  Kostas Kalaitzakis,et al.  Methodology for optimal sizing of stand-alone photovoltaic/wind-generator systems using genetic algorithms , 2006 .

[13]  John K. Kaldellis,et al.  Combining hydro and variable wind power generation by means of pumped-storage under economically viable terms , 2010 .

[14]  John S. Anagnostopoulos,et al.  Design study of a stand-alone desalination system powered by renewable energy sources and a pumped storage unit , 2010 .

[15]  Lin Lu,et al.  Development of a model to simulate the performance characteristics of crystalline silicon photovoltaic modules/strings/arrays , 2014 .

[16]  John H. Holland,et al.  Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[17]  Caisheng Wang,et al.  A hybrid electric/hydro storage solution for standalone photovoltaic applications in remote areas , 2012, 2012 IEEE Power and Energy Society General Meeting.

[18]  Hongxing Yang,et al.  Solar photovoltaic system modeling and performance prediction , 2014 .

[19]  Jure Margeta,et al.  Theoretical settings of photovoltaic-hydro energy system for sustainable energy production , 2012 .

[20]  Stavros A. Papathanassiou,et al.  Optimum sizing of wind-pumped-storage hybrid power stations in island systems , 2014 .

[21]  John S. Anagnostopoulos,et al.  Simulation and size optimization of a pumped–storage power plant for the recovery of wind-farms rejected energy , 2008 .

[22]  Hongxing Yang,et al.  Technical feasibility study on a standalone hybrid solar-wind system with pumped hydro storage for a remote island in Hong Kong , 2014 .

[23]  Hazlie Mokhlis,et al.  Emergence of energy storage technologies as the solution for reliable operation of smart power systems: A review , 2013 .

[24]  José A. Carta,et al.  Wind powered pumped hydro storage systems, a means of increasing the penetration of renewable energy in the Canary Islands , 2006 .

[25]  Azah Mohamed,et al.  An improved control method of battery energy storage system for hourly dispatch of photovoltaic power sources , 2013 .

[26]  Andreas Sumper,et al.  A review of energy storage technologies for wind power applications , 2012 .

[27]  M.B.A. Kamoun,et al.  Energy management algorithm for an optimum control of a photovoltaic water pumping system , 2009 .

[28]  Ozan Erdinc,et al.  Optimum design of hybrid renewable energy systems: Overview of different approaches , 2012 .

[29]  Dulal Ch. Das,et al.  GA based frequency controller for solar thermal–diesel–wind hybrid energy generation/energy storage system , 2012 .

[30]  Andreas Poullikkas Optimization analysis for pumped energy storage systems in small isolated power systems , 2013 .

[31]  J. Baker New technology and possible advances in energy storage , 2008 .

[32]  Zvonimir Glasnović,et al.  Role of Water-Energy Storage in PV-PSH Power Plant Development , 2011 .

[33]  Liang Zhao,et al.  The Research of Wind-Light Complementary Based on Pumped Storage Power System , 2011 .

[34]  Giovanna Cavazzini,et al.  A new generation of small hydro and pumped-hydro power plants: Advances and future challenges , 2014 .

[35]  Arthouros Zervos,et al.  Pumped storage systems introduction in isolated power production systems , 2008 .

[36]  Makbul Anwari,et al.  Performance analysis of hybrid photovoltaic/diesel energy system under Malaysian conditions , 2010 .

[37]  Jure Margeta,et al.  Feasibility of the green energy production by hybrid solar + hydro power system in Europe and similar climate areas , 2010 .

[38]  Seddik Bacha,et al.  Sizing stand-alone photovoltaic–wind hybrid system: Techno-economic analysis and optimization , 2014 .

[39]  Marwan M. Mahmoud On the storage batteries used in solar electric power systems and development of an algorithm for determining their ampere–hour capacity , 2004 .

[40]  Nirmal-Kumar C. Nair,et al.  Battery energy storage systems: Assessment for small-scale renewable energy integration , 2010 .

[41]  Faizur Rahman,et al.  Overview of energy storage systems for storing electricity from renewable energy sources in Saudi Arabia , 2012 .

[42]  Mathias Gustavsson,et al.  Lead-acid battery capacity in solar home systems-Field tests and experiences in Lundazi, Zambia , 2005 .

[43]  João Figueiredo,et al.  Energy Production System Management – Renewable energy power supply integration with Building Automation System , 2010 .

[44]  David Zumoffen,et al.  Sizing methodology for hybrid systems based on multiple renewable power sources integrated to the energy management strategy , 2014 .

[45]  J. M. Ngundam,et al.  Feasibility of pico-hydro and photovoltaic hybrid power systems for remote villages in Cameroon , 2009 .

[46]  Chee Wei Tan,et al.  Assessment of economic viability for PV/wind/diesel hybrid energy system in southern Peninsular Malaysia , 2012 .

[47]  Pragasen Pillay,et al.  Flywheel rotor manufacture for rural energy storage in sub-Saharan Africa , 2011 .

[48]  Haruo Imano,et al.  Development of Pump Turbine for Seawater Pumped- Storage Power Plant , 1999 .

[49]  Andreas Poullikkas,et al.  Overview of current and future energy storage technologies for electric power applications , 2009 .

[50]  Hongxing Yang,et al.  Feasibility study and economic analysis of pumped hydro storage and battery storage for a renewable energy powered island , 2014 .

[51]  Lucian Mihet-Popa,et al.  Simulation model developed for a small-scale PV system in distribution networks , 2012, 2012 7th IEEE International Symposium on Applied Computational Intelligence and Informatics (SACI).

[52]  T. Kousksou,et al.  Energy storage: Applications and challenges , 2014 .

[53]  Dimitris Al. Katsaprakakis,et al.  Technical details regarding the design, the construction and the operation of seawater pumped storage systems , 2013 .

[54]  Pietro Elia Campana,et al.  Dynamic modelling of a pv pumping system with special consideration on water demand , 2013 .

[55]  Riccardo Minciardi,et al.  Modeling and optimization of a hybrid system for the energy supply of a “Green” building , 2012 .

[56]  Linfeng Zhang,et al.  Energy management in a microgrid with distributed energy resources , 2014 .

[57]  Dimitris E. Papantonis,et al.  A simulation-optimisation programme for designing hybrid energy systems for supplying electricity and fresh water through desalination to remote areas , 2001 .

[58]  Ioan Serban,et al.  Battery energy storage system for frequency support in microgrids and with enhanced control features for uninterruptible supply of local loads , 2014 .

[59]  John K. Kaldellis,et al.  Wind powered pumped-hydro storage systems for remote islands: A complete sensitivity analysis based on economic perspectives , 2012 .

[60]  S. Padrón,et al.  Analysis of a pumped storage system to increase the penetration level of renewable energy in isolated power systems. Gran Canaria: A case study , 2011 .

[61]  Ozan Erdinc,et al.  A new perspective in optimum sizing of hybrid renewable energy systems: Consideration of component performance degradation issue , 2012 .

[62]  David F. Menicucci,et al.  Photovoltaic array performance simulation models , 1985 .

[63]  Robert H. Williams,et al.  Optimization of specific rating for wind turbine arrays coupled to compressed air energy storage , 2012 .

[64]  M. Matos,et al.  Optimization of Pumped Storage Capacity in an Isolated Power System With Large Renewable Penetration , 2008, IEEE Transactions on Power Systems.

[65]  S. Stamataki,et al.  Introduction of a wind powered pumped storage system in the isolated insular power system of Karpathos-Kasos , 2012 .

[66]  D. Depernet,et al.  Online impedance spectroscopy of lead acid batteries for storage management of a standalone power plant , 2012 .

[67]  Yang Wang,et al.  A Review of Active Management for Distribution Networks: Current Status and Future Development Trends , 2014 .

[68]  Jamshid Aghaei,et al.  RETRACTED: A review of energy storage systems in microgrids with wind turbines , 2013 .

[69]  Stefanos V. Papaefthymiou,et al.  Application of Pumped Storage to Increase Renewable Energy Penetration in Autonomous Island Systems , 2012 .

[70]  Tao Ma,et al.  Performance evaluation of a stand-alone photovoltaic system on an isolated island in Hong Kong , 2013 .

[71]  Brian Vad Mathiesen,et al.  The technical and economic implications of integrating fluctuating renewable energy using energy storage , 2012 .