Open Science Research Excellence

Open Science Index

Commenced in January 2007 Frequency: Monthly Edition: International Publications Count: 29838


Select areas to restrict search in scientific publication database:
10004846
Overview of Different Approaches Used in Optimal Operation Control of Hybrid Renewable Energy Systems
Authors:
Abstract:
A hybrid energy system is a combination of renewable energy sources with back up, as well as a storage system used to respond to given load energy requirements. Given that the electrical output of each renewable source is fluctuating with changes in weather conditions, and since the load demand also varies with time; one of the main attributes of hybrid systems is to be able to respond to the load demand at any time by optimally controlling each energy source, storage and back-up system. The induced optimization problem is to compute the optimal operation control of the system with the aim of minimizing operation costs while efficiently and reliably responding to the load energy requirement. Current optimization research and development on hybrid systems are mainly focusing on the sizing aspect. Thus, the aim of this paper is to report on the state-of-the-art of optimal operation control of hybrid renewable energy systems. This paper also discusses different challenges encountered, as well as future developments that can help in improving the optimal operation control of hybrid renewable energy systems.
Digital Object Identifier (DOI):

References:

[1] K. Kusakana “A survey of innovative technologies increasing the viability of micro-hydropower as a cost effective rural electrification option in South Africa” Renewable and Sustainable Energy Reviews, Volume 37, September 2014, Pages 370-379.
[2] K. Kusakana “Optimal operation control of hybrid renewable energy systems”, D. Tech thesis, Electrical Engineering, Central University of Technology, 2014.
[3] K. Kusakana “Optimization of Battery-Integrated Diesel Generator Hybrid Systems Using On/Off Operating Strategy”. Domestic use of energy conference (DUE 2015), South Africa, 30 March – 01 April 2015.
[4] K. Kusakana “Operation cost minimization of photovoltaic-diesel-battery hybrid systems”. Energy 85 (2015) 645-653.
[5] K. Kusakana “Optimisation of the daily operation of a hydrokinetic-Diesel generator power plant”. Industrial and Commercial Use of Energy (ICUE 2015). 17-19 August 2015.
[6] K. Kusakana “Pumped storage-based standalone hydrokinetic system: Feasibility and techno-economic study” Industrial and Commercial Use of Energy (ICUE 2015). 17-19 August 2015.
[7] K. Kusakana “Feasibility analysis of river off-grid hydrokinetic systems with pumped hydro storage in rural applications”. Energy Conversion and Management 96 (2015) 352–362.
[8] K. Kusakana “Optimal operation scheduling of a Hydrokinetic-Diesel hybrid system with Pumped Hydro Storage” (EPECS 2015) November 24-26, 2015.
[9] K. Kusakana “Operation cost minimization of photovoltaic-wind-diesel-battery hybrid systems using “continuous” and “on-off “control strategies” (EPECS 2015) November 24-26, 2015.
[10] P. Nema, R.K. Nema, S. Rangnekar “A current and future state of art development of hybrid energy system using wind and PV-solar: A review” Renewable and Sustainable Energy Reviews 13 (2009) 2096–2103.
[11] M. H. Nehrir, C. Wang, K. Strunz, H. Aki, R. Ramakumar, J. Bing, Z. Miao, and Z. Salameh “A Review of Hybrid Renewable/Alternative Energy Systems for Electric Power Generation: Configurations, Control, and Applications” IEEE transactions on sustainable energy, vol. 2, no. 4, October 2011.
[12] R. Banos, F. Manzano-Agugliaro, F.G. Montoya, C. Gil, A. Alcayde, J. Gomez “Optimization methods applied to renewable and sustainable energy: A review” Renewable and Sustainable Energy Reviews 15 (2011) 1753–1766.
[13] Jose´ L. Bernal-Agustın, Rodolfo Dufo-Lopez “Simulation and optimization of stand-alone hybrid renewable energy systems” Renewable and Sustainable Energy Reviews 13 (2009) 2111–2118.
[14] O. Erdinc, M. Uzunoglu “Optimum design of hybrid renewable energy systems: Overview of different approaches” Renewable and Sustainable Energy Reviews 16 (2012) 1412– 1425.
[15] M.K. Deshmukh, S.S. Deshmukh “Modeling of hybrid renewable energy systems” Renewable and Sustainable Energy Reviews 12 (2008) 235–249.
[16] P. Bajpai, V. Dash “Hybrid renewable energy systems for power generation in stand-alone applications: A review” Renewable and Sustainable Energy Reviews 16 (2012) 2926– 2939.
[17] Wei Zhou, Chengzhi Lou, Zhongshi Li, Lin Lu, Hongxing Yang “Current status of research on optimum sizing of stand-alone hybrid solar–wind power generation systems” Applied Energy 87 (2010) 380–389.
[18] Connolly D, Lund H, Mathiesen BV, Leahy M. “A review of computer tools for analysing the integration of renewable energy into various energy systems”. Applied Energy 2010; 87(4):1059–82.
[19] K. Kusakana, H. Vermaak “A survey of Particle Swarm Optimization Applications for Sizing Hybrid Renewable Power Systems” Advanced Science Letters, Volume 19, Number 8, August 2013, pp. 2463-2467(5)
[20] H. Ibrahim, J. Lefebvre, J. F. Methot and J. S. Deschenes. “Numerical Modeling Wind-Diesel Hybrid System: Overview of the Requirements, Models and Software Tools”. 2011 IEEE Electrical Power and Energy Conference. pp 23-28.
[21] Rodolfo Dufo-Lopez, Jose´ L. Bernal-Agustın “Design and control strategies of PV-Diesel systems using genetic algorithms” Solar Energy 79 (2005) 33–46.
[22] Rodolfo Dufo-Lopez, Jose´ L. Bernal-Agustın “Influence of mathematical models in design of PV-Diesel systems” Energy Conversion and Management 49 (2008) 820–831.
[23] Nurul Arina bte Abdull Razak, Muhammad Murtadha bin Othman, Ismail Musirin, “Optimal Sizing and Operational Strategy of Hybrid Renewable Energy System Using HOMER” The 4th International Power Engineering and Optimization Conf. (PEOCO2010), Shah Alam, Selangor, MALAYSIA: 23-24 June 2010, 495-501.
[24] Souissi Ahmed, Hasnaoui Othman, Sallami Anis “Optimal Sizing of a Hybrid System of Renewable Energy for a Reliable Load Supply without Interruption” European Journal of Scientific Research Vol.45 No.4 (2010), 620-629.
[25] J. B. Fulzele, Subroto Dutt “Optimium Planning of Hybrid Renewable Energy System Using HOMER” International Journal of Electrical and Computer Engineering (IJECE) Vol. 2, No. 1, February 2012, pp. 68-74.
[26] Juhari Ab. Razak, Kamaruzzaman Sopian, Yusoff Ali, Mohammad Ahmed Alghoul, Azami Zaharim, Ibrahim Ahmad “Optimization of PV-Wind-Hydro-Diesel Hybrid System by Minimizing Excess Capacity” European Journal of Scientific Research Vol.25 No.4 (2009), pp.663-671.
[27] Juhari Ab. Razak, Kamaruzzaman Sopian, Yusoff Ali, Mohammad Ahmed Alghoul, Azami Zaharim, Ibrahim Ahmad “Optimization of Renewable Energy Hybrid System”, 8th WSEAS International Conference on POWER SYSTEMS (PS 2008), Santander, Cantabria, Spain, September 23-25, 2008, 271-276.
[28] Abd El-Shafy A. Nafeh “Fuzzy Logic Operation Control for PV-Diesel-Battery Hybrid Energy System” The Open Renewable Energy Journal, 2009, 2, 70-78.
[29] Luiz A. de S. Ribeiro, Osvaldo R. Saavedra, Shigeaki L. Lima, José G. de Matos “Isolated Micro-Grids with Renewable Hybrid Generation: The Case of Lençóis Island” IEEE Transactions on Sustainable Energy, (Volume: 2, Issue: 1 ) Jan. 2011, 1 – 11.
[30] Siew Fang Woon, Volker Rehbock, Ahmad Agus Setiawan “Modeling A PV-Diesel-Battery Power System: An Optimal Control Approach” World Congress on Engineering and Computer Science 2008, WCECS 2008, October 22 - 24, 2008, San Francisco, USA.
[31] R. Tiryono, V. Rehbock, W. B. Lawrence. “Optimal control of hybrid power systems”. Dynamics of Continuous, Discrete and Impulsive Systems Series B: Applications & Algorithm, 10:429–439, 2003.
[32] Ajai Gupta, R. P. Saini, M. P. Sharma “Computerized Modelling of Hybrid Energy System-Part II: Combined Dispatch Strategies and Solution Algorithm" 5th International Conference on Electrical and Computer Engineering ICECE 2008, 20-22 December 2008, Dhaka, Bangladesh, 13-18.
[33] Schmitt W. Modeling and simulation of photovoltaic hybrid energy systems optimization of sizing and control. In: Proceedings of the 29th IEEE photovoltaic specialists conference; 2002. p. 1656–9.
[34] M. Engin “Sizing and Simulation of PV-Wind Hybrid Power System” International Journal of Photoenergy Volume 2013, Article ID 217526, 10 pages http://dx.doi.org/10.1155/2013/217526.
[35] F. Mostofi, H. Shayeghi “Feasibility and Optimal Reliable Design of Renewable Hybrid Energy System for Rural Electrification in Iran” International Journal of Renewable Energy Research. Vol.2, No.4, 2012
[36] A. Kashefi Kaviani, G.H. Riahy, SH.M. Kouhsari, “Optimal design of a reliable hydrogen-based stand-alone wind/PV generation system”, Proceeding of 11th international conference on optimization of electrical and electronic equipment (OPTIM’08), Brasov, Romania; May 22-24, 2008.
[37] G.C. Ghosh, B. Emonts, D. Stolen, “Comparison of hydrogen storage with dieselgenerator system in a PV-WEC hybrid system”, Solar Energy 2003; 75:187-98
[38] S. Diaf, D. Diaf, M. Belhamel, M. Haddadi, A. Louche “A methodology for optimal sizing of autonomous hybrid PV/wind system” Energy Policy 35 (2007) 5708–5718
[39] O. H. Abdel Satar, Saad.M. A. Eid, E. M. Saad, R. R. Darwish “Adaptive and Reliable Control Algorithm for Hybrid System Architecture” IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 1, No 2, January 2012, 465-474.
[40] M. Ashari, C. V. Nayar “An optimum dispatch strategy using set points for a photovoltaic (PV)–diesel–battery hybrid power system” Solar Energy Vol. 66, No. 1, 1999, 1–9.
[41] Vahid Rashtchi, Hossein Kord, Ahmad Rohani “Application of GA and PSO in Optimal Design of a Hybrid Photovoltaic/Fuel Cell Energy System” 24th International Power System Conference, PSC 2009,
[42] Erkan Dursun, Osman Kilic “Comparative evaluation of different power management strategies of a stand-alone PV/Wind/PEMFC hybrid power system” Electrical Power and Energy Systems 34 (2012) 81–89.
[43] Lingfeng Wang, Chanan Singh “Compromise between Cost and Reliability in Optimum Design of an Autonomous Hybrid Power System Using Mixed-Integer PSO Algorithm” International Conference on Clean Electrical Power, 2007. ICCEP '07. Capri, 21-23 May 2007, 682 – 689.
[44] L. Wang and C. Singh “PSO-Based Multi-Criteria Optimum Design of A Grid-Connected Hybrid Power System with Multiple Renewable Sources of Energy” IEEE Swarm Intelligence Symposium, 2007. SIS 2007. Honolulu, 1-5 April 2007, 250 – 257
[45] Fatemeh Jahanbani Ardakani, Gholamhossein Riahy, Mehrdad Abedi “Design of an optimum hybrid renewable energy system considering reliability indices”. 18th Iranian Conference on Electrical Engineering (ICEE), 2010 Isfahan, Iran 11-13 May 2010, 842 – 847.
[46] Fatemeh Jahanbani Ardakani, Gholamhossein Riahy, Mehrdad Abedi “Optimal sizing of a grid-connected hybrid system for north-west of Iran-case study”. 9th International Conference on Environment and Electrical Engineering (EEEIC), 2010 Prague, Czech Republic, 16-19 May 2010, 29 - 32
[47] J. A. Razak, Z. M. Nopiah, K. Sopian, Y. Ali “genetic algorithms for optimization of hybrid renewable energy system” Regional Conference on Engineering Mathematics, Mechanics, Manufacturing & Architecture (EM3ARC) 2007. 186-193.
[48] M. Muralikrishna, V. Lakshminarayana “Hybrid (solar and wind) energy systems for rural electrification” ARPN Journal of Engineering and Applied Sciences, VOL. 3, NO. 5, October 2008, 50-58.
[49] C. Dennis Barley, C. Byron Winn, Larry Flowers, H. James Green “optimal control of remote hybrid power systems Part I: Simplified model”. Annual conference and exhibition on wind power 95, Washington, DC (United States), 26-30 Mar 1995.
[50] A. Kashefi Kaviani, G.H. Riahy, SH.M. Kouhsari “Optimal design of a reliable hydrogen-based stand-alone wind/PV generating system, considering component outages” Renewable Energy 34 (2009) 2380–2390.
[51] Hongxing Yang, Wei Zhou, Lin Lu, Zhaohong Fang “Optimal sizing method for stand-alone hybrid solar–wind system with LPSP technology by using genetic algorithm” Solar Energy 82 (2008) 354–367.
[52] Víctor Sánchez, Juan M. Ramirez, Gerardo Arriaga “Optimal sizing of a hybrid renewable system” IEEE International Conference on Industrial Technology (ICIT), 2010, Vi a del Mar, 14-17 March 2010, 949 - 954
[53] S. Dehghan, B. Kiani, A. Kazemi, A. Parizad “Optimal Sizing of a Hybrid Wind/PV Plant Considering Reliability Indices” World Academy of Science, Engineering and Technology vol 56, 2009, 527-535.
[54] H. Hassanzadehfard, S. M. Moghaddas-Tafresh, S. M. Hakimi “Optimal Sizing of an Islanded Micro-grid for an area in north-west Iran Using Particle Swarm Optimization Based on Reliability Concept” Orld Renewable Energy Congres 2011, 8-13 May 2011, 2969-2976.
[55] M. Venkata Kirthiga, S. Arul Daniel “Optimal Sizing of Hybrid Generators for Autonomous Operation of a Micro-grid” 2010 IEEE 26-th Convention of Electrical and Electronics Engineers in Israel, 864-868.
[56] Mohsen Bashir, Javad Sadeh “Optimal Sizing of Hybrid Wind/Photovoltaic/Battery Considering the Uncertainty of Wind and Photovoltaic Power Using Monte Carlo” 11th International Conference on Environment and Electrical Engineering (EEEIC), 2012 Venice, 18-25 May 2012, 1081 – 1086.
[57] M. Bashir, J. Sadeh “Size Optimization of New Hybrid Stand-alone Renewable Energy System Considering a Reliability Index” 11th International Conference on Environment and Electrical Engineering (EEEIC), 2012 Venice, 18-25 May 2012, 989 - 994
[58] S. M. Hakimi, S. M. Moghaddas-Tafreshi, H. HassanzadehFard “Optimal sizing of reliable hybrid renewable energy system considered various load types” Journal of renewable and sustainable energy 3, 062701 (2011).
[59] S. Jalilzadeh, H. Kord, A. Rohani “Optimization and Techno-Economic Analysis of Autonomous Photovoltaic/Fuel Cell Energy System” ECTI Transactions on Electrical Engineering, Electronics, and Communications, Vol.8, no.1 February 2010.
[60] Y. Hu, P. Solana “Optimization of a hybrid diesel-wind generation plant with operational options” Renewable Energy 51 (2013) 364-372.
[61] G. Giannakoudis, A. I. Papadopoulos, P. Seferlis, S. Voutetakis “Optimum design and operation under uncertainty of power systems using renewable energy sources and hydrogen storage” international journal of hydrogen energy Vol. 35 (2010) 872–891.
[62] Rodolfo Dufo-Lopez, Jose´ L. Bernal-Agustın “Multi-objective design of PV– wind– diesel– hydrogen– battery systems” Renewable Energy 33 (2008) 2559– 2572.
[63] Rodolfo Dufo-Lopez, Jose´ L. Bernal-Agustın “Multi-objective design and control of hybrid systems minimizing costs and unmet load” Electric Power Systems Research 79 (2009) 170–180.
[64] Rodolfo Dufo-Lopez, Jose´ L. Bernal-Agustın “Design of isolated hybrid systems minimizing costs and pollutant emissions” Renewable Energy 31 (2006) 2227–2244.
[65] Jose´ L. Bernal-Agustı´n_, Rodolfo Dufo-Lo´ pez, David M. Rivas-Ascaso “Design of isolated hybrid systems minimizing costs and pollutant emissions” Renewable Energy 31 (2006) 2227–2244
[66] G.C. Seeling-Hochmuth “A combined optimization concept for the design and operation strategy of hybrid-PV energy systems” Solar Energy Vol. 61, No. 2, pp. 77-87, 1997.
[67] H. Dagdougui, R. Minciardi, A. Ouammi, M. Robba, R. Sacile “A Dynamic Decision Model for the Real-Time Control of Hybrid Renewable Energy Production Systems” IEEE Systems Journal, vol. 4, no. 3, September 2010.
[68] A. Gupta, R. P. Saini, M. P. Sharma “Computerized Modelling of Hybrid Energy System - Part I: Problem Formulation and Model Development” 5th International Conference on Electrical and Computer Engineering ICECE 2008, 20-22 December 2008, Dhaka, Bangladesh
[69] H. Dagdougui, R. Minciardia, A. Ouammi, M. Robbaa, R. Sacilea, “Modelling and control of a hybrid renewable energy system to supply demand of a green-building”, in: iEMSs International Congress on Environmental Modeling and Software Modeling for Environment’s Sake, Fifth Biennial Meeting, Ottawa, Ontario, Canada, 2010.
[70] K. Sopian, A. Zaharim, Y Ali, Z.M. Nopiah, J.A. Razak, N S Muhammad “Optimal Operational Strategy for Hybrid Renewable Energy System Using Genetic Algorithms” WSEAS Transactions on Mathematics Issue 4, Volume 7, April 2008, 130-140.
[71] S. Ashok “Optimised model for community-based hybrid energy system” Renewable Energy 32 (2007) 1155–1164.
[72] H. Tazvinga, X. Xia, J. Zhang “Minimum cost solution of photovoltaic–diesel–battery hybrid power systems for remote consumers” Solar Energy 96 (2013) 292–299.
Vol:13 No:07 2019Vol:13 No:06 2019Vol:13 No:05 2019Vol:13 No:04 2019Vol:13 No:03 2019Vol:13 No:02 2019Vol:13 No:01 2019
Vol:12 No:12 2018Vol:12 No:11 2018Vol:12 No:10 2018Vol:12 No:09 2018Vol:12 No:08 2018Vol:12 No:07 2018Vol:12 No:06 2018Vol:12 No:05 2018Vol:12 No:04 2018Vol:12 No:03 2018Vol:12 No:02 2018Vol:12 No:01 2018
Vol:11 No:12 2017Vol:11 No:11 2017Vol:11 No:10 2017Vol:11 No:09 2017Vol:11 No:08 2017Vol:11 No:07 2017Vol:11 No:06 2017Vol:11 No:05 2017Vol:11 No:04 2017Vol:11 No:03 2017Vol:11 No:02 2017Vol:11 No:01 2017
Vol:10 No:12 2016Vol:10 No:11 2016Vol:10 No:10 2016Vol:10 No:09 2016Vol:10 No:08 2016Vol:10 No:07 2016Vol:10 No:06 2016Vol:10 No:05 2016Vol:10 No:04 2016Vol:10 No:03 2016Vol:10 No:02 2016Vol:10 No:01 2016
Vol:9 No:12 2015Vol:9 No:11 2015Vol:9 No:10 2015Vol:9 No:09 2015Vol:9 No:08 2015Vol:9 No:07 2015Vol:9 No:06 2015Vol:9 No:05 2015Vol:9 No:04 2015Vol:9 No:03 2015Vol:9 No:02 2015Vol:9 No:01 2015
Vol:8 No:12 2014Vol:8 No:11 2014Vol:8 No:10 2014Vol:8 No:09 2014Vol:8 No:08 2014Vol:8 No:07 2014Vol:8 No:06 2014Vol:8 No:05 2014Vol:8 No:04 2014Vol:8 No:03 2014Vol:8 No:02 2014Vol:8 No:01 2014
Vol:7 No:12 2013Vol:7 No:11 2013Vol:7 No:10 2013Vol:7 No:09 2013Vol:7 No:08 2013Vol:7 No:07 2013Vol:7 No:06 2013Vol:7 No:05 2013Vol:7 No:04 2013Vol:7 No:03 2013Vol:7 No:02 2013Vol:7 No:01 2013
Vol:6 No:12 2012Vol:6 No:11 2012Vol:6 No:10 2012Vol:6 No:09 2012Vol:6 No:08 2012Vol:6 No:07 2012Vol:6 No:06 2012Vol:6 No:05 2012Vol:6 No:04 2012Vol:6 No:03 2012Vol:6 No:02 2012Vol:6 No:01 2012
Vol:5 No:12 2011Vol:5 No:11 2011Vol:5 No:10 2011Vol:5 No:09 2011Vol:5 No:08 2011Vol:5 No:07 2011Vol:5 No:06 2011Vol:5 No:05 2011Vol:5 No:04 2011Vol:5 No:03 2011Vol:5 No:02 2011Vol:5 No:01 2011
Vol:4 No:12 2010Vol:4 No:11 2010Vol:4 No:10 2010Vol:4 No:09 2010Vol:4 No:08 2010Vol:4 No:07 2010Vol:4 No:06 2010Vol:4 No:05 2010Vol:4 No:04 2010Vol:4 No:03 2010Vol:4 No:02 2010Vol:4 No:01 2010
Vol:3 No:12 2009Vol:3 No:11 2009Vol:3 No:10 2009Vol:3 No:09 2009Vol:3 No:08 2009Vol:3 No:07 2009Vol:3 No:06 2009Vol:3 No:05 2009Vol:3 No:04 2009Vol:3 No:03 2009Vol:3 No:02 2009Vol:3 No:01 2009
Vol:2 No:12 2008Vol:2 No:11 2008Vol:2 No:10 2008Vol:2 No:09 2008Vol:2 No:08 2008Vol:2 No:07 2008Vol:2 No:06 2008Vol:2 No:05 2008Vol:2 No:04 2008Vol:2 No:03 2008Vol:2 No:02 2008Vol:2 No:01 2008
Vol:1 No:12 2007Vol:1 No:11 2007Vol:1 No:10 2007Vol:1 No:09 2007Vol:1 No:08 2007Vol:1 No:07 2007Vol:1 No:06 2007Vol:1 No:05 2007Vol:1 No:04 2007Vol:1 No:03 2007Vol:1 No:02 2007Vol:1 No:01 2007