Mathematical modeling of hybrid renewable energy system: A review on small hydro-solar-wind power generation

Harnessing energy from alternative energy source has been recorded since early history. Renewable energy is abundantly found anywhere, free of cost and has non-polluting characteristics. However, these energy sources are based on the weather condition and possess inherited intermittent nature, which hinders stable power supply. Combining multiple renewable energy resources can be a possible solution to overcome defects, which not only provides reliable power but also leads to reduction in required storage capacity. Although an oversized hybrid system satisfies the load demand, it can be unnecessarily expensive. An undersized hybrid system is economical, but may not be able to meet the load demand. The optimal sizing of the renewable energy power system depends on the mathematical model of system components. This paper summarizes the mathematical modeling of various renewable energy system particularly PV, wind, hydro and storage devices. Because of the nonlinear power characteristics, wind and PV system require special techniques to extract maximum power. Hybrid system has complex control system due to integration of two (or more) different power sources. The complexity of system increases with maximum power point tracking (MPPT) techniques employed in their subsystems. This paper also summarizes mathematical modeling of various MPPT techniques for hybrid renewable energy systems.

[1]  R. Chedid,et al.  Adaptive fuzzy control for wind-diesel weak power systems , 2000 .

[2]  Chun-Yao Lee,et al.  Optimization Method Based MPPT for Wind Power Generators , 2009 .

[3]  Rajesh Kumar Nema,et al.  A current and future state of art development of hybrid energy system using wind and PV-solar: A review , 2009 .

[4]  A. Maldonado,et al.  Physical properties of ZnO:F obtained from a fresh and aged solution of zinc acetate and zinc acetylacetonate , 2006 .

[5]  Philip Owende,et al.  Regional integration of renewable energy systems in Ireland - The role of hybrid energy systems for small communities , 2013 .

[6]  Mike Ropp,et al.  Comparative study of maximum power point tracking algorithms using an experimental, programmable, maximum power point tracking test bed , 2000, Conference Record of the Twenty-Eighth IEEE Photovoltaic Specialists Conference - 2000 (Cat. No.00CH37036).

[7]  M. Suha Yazici,et al.  A mobile off-grid platform powered with photovoltaic/wind/battery/fuel cell hybrid power systems , 2013 .

[8]  R. Chedid,et al.  Intelligent control of a class of wind energy conversion systems , 1999 .

[9]  Houria Siguerdidjane,et al.  Nonlinear control with wind estimation of a DFIG variable speed wind turbine for power capture optimization , 2009 .

[10]  Vladimir Katic,et al.  Maximum Power Search in Wind Turbine Based on Fuzzy Logic Control , 2009 .

[11]  Getachew Bekele,et al.  Feasibility Study of Small Hydro/PV/Wind Hybrid System for off Grid Rural Electrification in Ethiopia , 2012 .

[12]  Sung-Hoon Ahn,et al.  An evaluation of green manufacturing technologies based on research databases , 2014 .

[13]  Mohammad Sarvi,et al.  A Novel Maximum Power Point Tracking Method Based on Extension Theory for Wind Energy Conversion System , 2012 .

[14]  Sanjiba Kumar Bisoyi MODELING AND CONTROL OF VARIABLE SPEED WIND TURBINE EQUIPPED WITH PMSG , 2013 .

[15]  H.M.Z. El-Din,et al.  Microcomputer controlled buck regulator for maximum power point tracker for DC pumping system operates from photovoltaic system , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).

[16]  Muammer Ermis,et al.  Autonomous wind energy conversion system with a simple controller for maximum-power transfer , 1992 .

[17]  Loredana Cristaldi,et al.  An Improved Model-Based Maximum Power Point Tracker for Photovoltaic Panels , 2014, IEEE Transactions on Instrumentation and Measurement.

[18]  Syed Islam,et al.  A battery management system for stand alone photovoltaic energy systems , 1999, Conference Record of the 1999 IEEE Industry Applications Conference. Thirty-Forth IAS Annual Meeting (Cat. No.99CH36370).

[19]  Adel M. Sharaf,et al.  A novel maximum power fuzzy logic controller for photovoltaic solar energy systems , 2008 .

[20]  S. Buso,et al.  Analysis of MPPT algorithms for photovoltaic panels based on ripple correlation techniques in presence of parasitic components , 2009, 2009 Brazilian Power Electronics Conference.

[21]  Eung-Sang Kim,et al.  Modeling and Control of a Grid-connected Wind/PV Hybrid Generation System , 2006, 2005/2006 IEEE/PES Transmission and Distribution Conference and Exhibition.

[22]  Teuku Meurah Indra Mahlia,et al.  Design of an optimized photovoltaic and microturbine hybrid power system for a remote small community: Case study of Palestine , 2013 .

[23]  Liuchen Chang,et al.  An intelligent maximum power extraction algorithm for inverter-based variable speed wind turbine systems , 2004, IEEE Transactions on Power Electronics.

[24]  Vijay Devabhaktuni,et al.  Improved photovoltaic MPPT algorithm adapted for unstable atmospheric conditions and partial shading , 2009, 2009 International Conference on Clean Electrical Power.

[25]  Chih-Ming Hong,et al.  Development of intelligent MPPT (maximum power point tracking) control for a grid-connected hybrid power generation system , 2013 .

[26]  Kashif Ishaque,et al.  An improved two-diode photovoltaic (PV) model for PV system , 2010, 2010 Joint International Conference on Power Electronics, Drives and Energy Systems & 2010 Power India.

[27]  Chih-Chiang Hua,et al.  Study of maximum power tracking techniques and control of DC/DC converters for photovoltaic power system , 1998, PESC 98 Record. 29th Annual IEEE Power Electronics Specialists Conference (Cat. No.98CH36196).

[28]  N. Dasgupta,et al.  High-Performance Algorithms for Drift Avoidance and Fast Tracking in Solar MPPT System , 2008, IEEE Transactions on Energy Conversion.

[29]  Adel M. Sharaf,et al.  A novel hybrid integrated wind-PV micro co-generation energy scheme for village electricity , 2009, 2009 IEEE International Electric Machines and Drives Conference.

[30]  Rahman Saidur,et al.  Comparative study of stand-alone and hybrid solar energy systems suitable for off-grid rural electrification: A review , 2013 .

[31]  Mohsen Kalantar,et al.  Dynamic behavior of a stand-alone hybrid power generation system of wind turbine, microturbine, solar array and battery storage , 2010 .

[32]  Ziyad M. Salameh,et al.  Methodology for optimally sizing the combination of a battery bank and PV array in a wind/PV hybrid system , 1996 .

[33]  Andrew Cruden,et al.  Dynamic model of a lead acid battery for use in a domestic fuel cell system , 2006 .

[34]  Yang Hongxing,et al.  Computer aided design for PV/wind hybrid system , 2003, 3rd World Conference onPhotovoltaic Energy Conversion, 2003. Proceedings of.

[35]  Hai-Jiao Guo,et al.  Review and critical analysis of the research papers published till date on maximum power point tracking in wind energy conversion system , 2010, 2010 IEEE Energy Conversion Congress and Exposition.

[36]  M. Belhamel,et al.  Economic and technical study of a hybrid system (wind-photovoltaic-diesel) for rural electrification in Algeria , 2009 .

[37]  Wei Zhou,et al.  A novel model for photovoltaic array performance prediction , 2007 .

[38]  Suk Won Cha,et al.  Nanostructuring methods for enhancing light absorption rate of Si-based photovoltaic devices: A review , 2014 .

[39]  Getachew Bekele,et al.  Feasibility study for a standalone solar–wind-based hybrid energy system for application in Ethiopia , 2010 .

[40]  Gonzalo Abad,et al.  Experimental evaluation of wind turbines maximum power point tracking controllers , 2006 .

[41]  Zhou Wei,et al.  Optimal design and techno-economic analysis of a hybrid solar–wind power generation system , 2009 .

[42]  Liuchen Chang,et al.  An intelligent maximum power extraction algorithm for inverter-based variable speed wind turbine systems , 2004 .

[43]  Chang-Wan Kim,et al.  Dynamic modeling and analysis of a wind turbine drivetrain using the torsional dynamic model , 2013 .

[44]  Andres Barrado,et al.  Review of the maximum power point tracking algorithms for stand-alone photovoltaic systems , 2006 .

[45]  Renato Ricci,et al.  Design, testing and simulation of hybrid wind-solar energy systems , 2013 .

[46]  Teuku Meurah Indra Mahlia,et al.  Techno-economic analysis of an optimized photovoltaic and diesel generator hybrid power system for remote houses in a tropical climate. , 2013 .

[47]  Nevzat Onat,et al.  Recent Developments in Maximum Power Point Tracking Technologies for Photovoltaic Systems , 2010 .

[48]  Fida Hasan Md Rafi,et al.  Modeling and performance analysis of a hybrid power system , 2013, 2013 International Conference on Informatics, Electronics and Vision (ICIEV).

[49]  Chee Wei Tan,et al.  A study of maximum power point tracking algorithms for wind energy system , 2011, 2011 IEEE Conference on Clean Energy and Technology (CET).

[50]  V. Agarwal,et al.  A Novel Scheme for Rapid Tracking of Maximum Power Point in Wind Energy Generation Systems , 2010, IEEE Transactions on Energy Conversion.

[51]  Alireza Bakhshai,et al.  A Fast and Effective Control Algorithm for Maximum Power Point Tracking in Wind Energy Systems , 2008 .

[52]  Chihchiang Hua,et al.  Comparative study of peak power tracking techniques for solar storage system , 1998, APEC '98 Thirteenth Annual Applied Power Electronics Conference and Exposition.

[53]  K. Ragavan,et al.  Power Management Based Current Control Technique for Photovoltaic-Battery Assisted Wind–Hydro Hybrid System , 2013 .

[54]  Abdel-Karim Daud,et al.  Design of isolated hybrid systems minimizing costs and pollutant emissions , 2012 .

[55]  F. Giraud,et al.  Steady-State Performance of a Grid-Connected Rooftop Hybrid Wind-Photovoltaic Power System with Battery Storage , 2001, IEEE Power Engineering Review.

[56]  Lin Ye,et al.  Dynamic modeling of a hybrid wind/solar/hydro microgrid in EMTP/ATP , 2012 .

[57]  Feargal Brennan,et al.  The Modelling, Simulation and Control of a 50 kW Vertical Axis Wind Turbine , 2012 .

[58]  A. Betz Introduction to the Theory of Flow Machines , 1966 .

[59]  Sanjukta Patel,et al.  Modeling and control of a grid connected wind-PV hybrid generation system , 2014 .

[60]  Saifur Rahman,et al.  Unit sizing and control of hybrid wind-solar power systems , 1997 .

[61]  David Dornfeld,et al.  Moving towards green and sustainable manufacturing , 2014 .

[62]  Chih-Ming Hong,et al.  Maximum power point tracking-based control algorithm for PMSG wind generation system without mechanical sensors , 2013 .

[63]  R.W. De Doncker,et al.  Stability Analysis of High-Power DC Grids , 2010, IEEE Transactions on Industry Applications.

[64]  Peter Omand Rasmussen,et al.  Experimental evaluation of a motor integrated permanent magnet gear , 2011 .

[65]  Hai-Jiao Guo,et al.  A Novel Algorithm for Fast and Efficient Speed-Sensorless Maximum Power Point Tracking in Wind Energy Conversion Systems , 2011, IEEE Transactions on Industrial Electronics.

[66]  J. R. McDonald,et al.  2002 Transmission and Distribution Latin America Conference 18-22 March 2002 Sao Paulo, Brazil , 2001 .

[67]  Do-Seok Kim,et al.  Study of characteristics of solar cells through thermal shock and high-temperature and high-humidity testing , 2014 .

[68]  Teodiano Bastos,et al.  SLAM-based robotic wheelchair navigation system designed for confined spaces , 2010, 2010 IEEE International Symposium on Industrial Electronics.

[69]  P.L. Chapman,et al.  Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques , 2007, IEEE Transactions on Energy Conversion.

[70]  Boudewijn R. Haverkort,et al.  Which battery model to use? , 2008, IET Softw..

[71]  P. Kumkratug,et al.  Modeling and Simulation PMSG based on Wind Energy Conversion System in MATLAB/SIMULINK , 2013 .

[72]  Mariusz Malinowski,et al.  Comparison of maximum peak power tracking algorithms for a small wind turbine , 2013, Math. Comput. Simul..

[73]  Labed Djamel,et al.  Power quality control strategy for grid-connected renewable energy sources using PV array, Wind turbine and battery , 2013, 4th International Conference on Power Engineering, Energy and Electrical Drives.

[74]  A. Bakhshai,et al.  Adaptive algorithm for fast maximum power point tracking in wind energy systems , 2008, 2008 34th Annual Conference of IEEE Industrial Electronics.

[75]  Numan Sabit Cetin,et al.  Artificial neural networks for controlling wind–PV power systems: A review , 2014 .

[76]  N. D. Hatziargyriou,et al.  Micro-Grid Simulation during Grid-Connected and Islanded Modes of Operation , 2005 .

[77]  Lin Lu,et al.  Investigation on wind power potential on Hong Kong islands—an analysis of wind power and wind turbine characteristics , 2002 .

[78]  Bidyadhar Subudhi,et al.  A Comparative Study on Maximum Power Point Tracking Techniques for Photovoltaic Power Systems , 2013, IEEE Transactions on Sustainable Energy.

[79]  Xavier Roboam,et al.  Hybrid solar–wind system with battery storage operating in grid-connected and standalone mode: Control and energy management – Experimental investigation , 2010 .

[80]  Chih-Chiang Hua,et al.  A modified tracking algorithm for maximum power tracking of solar array , 2004 .

[81]  Sung-Hoon Ahn,et al.  Formation Strategy of Renewable Energy Sources for High Mountain Off-grid System Considering Sustainability , 2012 .

[82]  Ahmed Hemeida,et al.  Modeling and Control of Direct Driven PMSG for Ultra Large Wind Turbines , 2011 .

[83]  Yu Zhang,et al.  Comparison of P&O and hill climbing MPPT methods for grid-connected PV converter , 2008, 2008 3rd IEEE Conference on Industrial Electronics and Applications.

[84]  K. Agbossou,et al.  Output Power Maximization of a Permanent Magnet Synchronous Generator Based Stand-alone Wind Turbine , 2006, 2006 IEEE International Symposium on Industrial Electronics.

[85]  Abraham Lomi,et al.  Modeling of wind energy system with MPPT control , 2011, Proceedings of the 2011 International Conference on Electrical Engineering and Informatics.

[86]  G. C. Bakos,et al.  Feasibility study of a hybrid wind/hydro power-system for low-cost electricity production , 2002 .

[87]  A. Louche,et al.  Technical and economic assessment of hybrid photovoltaic/wind system with battery storage in Corsica island , 2008 .

[88]  M. Z. A. Ab-Kadir,et al.  Assessment of hybrid renewable power sources for rural electrification in Malaysia , 2014 .

[89]  Mohammad Ghiamy,et al.  Optimal design of hybrid water-wind-solar system based on hydrogen storage and evaluation of reliability index of system using ant colony algorithm , 2013 .

[90]  Daniel Favrat,et al.  Small hybrid solar power system , 2003 .

[91]  Tatsuo Tani,et al.  A New Stand-Alone Hybrid Power System with Wind Turbine Generator and Photovoltaic Modules for a Small-Scale Radio Base Station , 2005 .

[92]  Houria Siguerdidjane,et al.  Comparison between linear and nonlinear control strategies for variable speed wind turbine power capture optimization , 2009 .

[93]  R. Chedid,et al.  Probabilistic performance assessment of autonomous solar-wind energy conversion systems , 1999 .

[94]  Mohammad A. S. Masoum,et al.  Closure on "Theoretical and experimental analyses of photovoltaic systems with voltage and current-based maximum power point tracking" , 2002 .

[95]  Michael Negnevitsky,et al.  A Novel Control Strategy for a Variable Speed Wind Turbine with a Permanent Magnet Synchronous Generator , 2008, 2008 IEEE Industry Applications Society Annual Meeting.

[96]  A. Louche,et al.  Design and techno-economical optimization for hybrid PV/wind system under various meteorological conditions , 2008 .

[97]  Ganga Agnihotri,et al.  Performance Analysis of Grid Integrated Hydro and Solar Based Hybrid Systems , 2013 .