Comparison of different lead-acid battery lifetime prediction models for use in simulation of stand-alone photovoltaic systems

Applied Energy

Volumn 115, Issue , 2014, Pages 242-253

  Dufo López, Rodolfo ^a   Lujano Rojas, Juan M ^a   Bernal Agustín, José L ^a  

^a UNIVERSITY OF ZARAGOZA   (Spain)

Author keywords

Corrosion; Degradation; Lead acid battery; Lifetime; Photovoltaic; Stand alone systems

Indexed keywords

CORROSION; DEGRADATION; PHOTOVOLTAIC CELLS; THROUGHPUT; TOOLS;

BATTERY LIFETIME PREDICTION; LIFETIME; LIFETIME ESTIMATION; OPERATING CONDITION; PHOTOVOLTAIC; PHOTOVOLTAIC SYSTEMS; STAND ALONE PHOTOVOLTAIC SYSTEM; STANDALONE SYSTEMS;

OPTIMIZATION;

ACADEMIC RESEARCH; COMPARATIVE STUDY; ERROR ANALYSIS; HOUSEHOLD ENERGY; NUMERICAL MODEL; OPTIMIZATION; PHOTOVOLTAIC SYSTEM; SIMULATION;

EID: 84889046537     PISSN: 03062619     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apenergy.2013.11.021     Document Type: Article

References (51)

1. Armenta-Deu C., Donaire T. Determination of an ageing factor for lead/acid batteries. 1. Kinetic aspects. J Power Sources 1996, 58:123-133.
2. Cherif A., Jraidi M., Dhouib A. A battery ageing model used in stand alone PV systems. J Power Sources 2002, 112:49-53.
3. Ruetschi P. Aging mechanisms and service life of lead-acid batteries. J Power Sources 2004, 127:33-44.
4. Schiffer J., Sauer D.U., Bindner H., Cronin T., Lundsager P., Kaiser R. Model prediction for ranking lead-acid batteries according to expected lifetime in renewable energy systems and autonomous power-supply systems. J Power Sources 2007, 168:66-78.
5. Sauer D.U., Wenzl H. Comparison of different approaches for lifetime prediction of electrochemical systems-using lead-acid batteries as example. J Power Sources 2008, 176:534-546.
6. IEEE Standards coordinating committee 29. IEEE recommended practice for installation design and installation of valve-regulated lead-acid storage batteries for stationary applications. IEEE Std 1187-2002.
7. Ekren O., Ekren B.Y. Size optimization of a PV/wind hybrid energy conversion system with battery storage using response surface methodology. Appl Energy 2008, 85:1086-1101.
8. Roy A., Kedare S.B., Bandyopadhyay S. Application of design space methodology for optimum sizing of wind-battery systems. Appl Energy 2009, 86:2690-2703.
9. Hongxing Y., Wei Z., Chengzhi L. Optimal design and techno-economic analysis of a hybrid solar-wind power generation system. Appl Energy 2009, 86:163-169.
10. Ekren O., Ekren B.Y., Ozerdem B. Break-even analysis and size optimization of a PV/wind hybrid energy conversion system with battery storage - a case study. Appl Energy 2009, 86:1043-1054.
11. Ekren B.Y., Ekren O. Simulation based size optimization of a PV/wind hybrid energy conversion system with battery storage under various load and auxiliary energy conditions. Appl Energy 2009, 86:1387-1394.
12. Ekren O., Ekren B.Y. Size optimization of a PV/wind hybrid energy conversion system with battery storage using simulated annealing. Appl Energy 2010, 87:592-598.
13. Roy A., Kedare S.B., Bandyopadhyay S. Optimum sizing of wind-battery systems incorporating resource uncertainty. Appl Energy 2010, 87:2712-2727.
14. Kalantar M., Mousavi G.S.M. Dynamic behavior of a stand-alone hybrid power generation system of wind turbine, microturbine, solar array and battery storage. Appl Energy 2010, 87:3051-3064.
15. McKenna E., McManus M., Cooper S., Thomson M. Economic and environmental impact of lead-acid batteries in grid-connected domestic PV systems. Appl Energy 2013, 104:239-249.
16. Vasallo M.J., Bravo J.M., Andujar J.M. Optimal sizing for UPS systems based on batteries and/or fuel cell. Appl Energy 2013, 105:170-181.
17. Dufo-López R., Bernal-Agustín J.L. Design and control strategies of PV-diesel systems using genetic algorithms. Sol Energy 2005, 79:33-46.
18. Bernal-Agustín J.L., Dufo-López R., Rivas-Ascaso D.M. Design of isolated hybrid systems minimizing costs and pollutant emissions. Renew Energy 2006, 31:2227-2244.
19. Dalton G.J., Lockington D.A., Baldock T.E. Feasibility analysis of stand-alone renewable energy supply options for a large hotel. Renew Energy 2008, 33:1475-1490.
20. Bekele G., Palm B. Feasibility study for a standalone solar-wind-based hybrid energy system for application in Ethiopia. Appl Energy 2010, 87:487-495.
21. Dufo-López R., Bernal-Agustín J.L. Influence of mathematical models in design of PV-diesel systems. Energy Convers Manage 2008, 49:820-831.
22. Bernal-Agustín J.L., Dufo-López R. Multi-objective design and control of hybrid systems minimizing costs and unmet load. Electr Power Syst Res 2009, 79:170-180.
23. Dufo-López R., Bernal-Agustín J.L., Yusta-Loyo J.M., Domínguez-Navarro J.A., Ramírez-Rosado I.J., Lujano-Rojas J., et al. Multi-objective optimization minimizing cost and life cycle emissions of stand-alone PV-wind-diesel systems with batteries storage. Appl Energy 2011, 88:4033-4041.
24. Dufo-López R., Zubi G., Fracastoro G.V. Tecno-economic assessment of an off-grid PV-powered community kitchen for developing regions. Appl Energy 2012, 91:255-262.
25. Perera A.T.D., Attalage R.A., Perera K.K.C.C., Dassanayake V.P.C. A hybrid tool to combine multi-objective optimization and multi-criterion decision making in designing standalone hybrid energy systems. Appl Energy 2013, 107:412-425.
26. Bernal-Agustín J.L., Dufo-López R. Simulation and optimization of stand-alone hybrid renewable energy systems. Renew Sustain Energy Rev 2009, 13:2111-2118.
27. Baños R., Manzano-Agugliaro F., Montoya F.G., Gil C., Alcayde A., Gómez J. Optimization methods applied to renewable and sustainable energy: a review. Renew Sustain Energy Rev 2011, 15:1753-1766.
28. Luna-Rubio R., Trejo-Perea M., Vargas-Vázquez D., Ríos-Moreno G.J. Optimal sizing of renewable hybrids energy systems: a review of methodologies. Sol Energy 2012, 86:1077-1088.
29. Fadaee M., Radzi M.A.M. Multi-objective optimization of a stand-alone hybrid renewable energy system by using evolutionary algorithms: a review. Renew Sustain Energy Rev 2012, 16:3364-3369.
30. 4 solutions. J Electrochem Soc 1956, 103:1-8.
31. 2 electrodes. J Electrochem Soc 1992, 139:1347-1351.
32. Culpin B., Rand D.A.J. Failure modes of lead/acid batteries. J Power Sources 1991, 36:415-438.
33. Garche J., Jossen A., Döring H. The influence of different operating conditions, especially over-discharge, on the lifetime and performance of lead/acid batteries for photovoltaic systems. J Power Sources 1997, 67:201-212.
34. Nakamura K., Shiomi M., Takahashi K., Tsubota M. Failure modes of valve-regulated lead/acid batteries. J Power Sources 1996, 59:153-157.
35. Cooper A., Moseley P.T. Progress in overcoming the failure modes peculiar to VRLA batteries. J Power Sources 2003, 113:200-208.
36. Jossen A., Garche J., Sauer D.U. Operation conditions of batteries in PV applications. Sol Energy 2004, 76:759-769.
37. Svoboda V., Wenzl H., Kaiser R., Jossen A., Baring-Gould I., Manwell J., et al. Operating conditions of batteries in off-grid renewable energy systems. Sol Energy 2007, 81:1409-1425.
38. Wenzl H., Baring-Gould I., Kaiser R., Liaw B.Y., Lundsager P., Manwell J., et al. Life prediction of batteries for selecting the technically most suitable and cost effective battery. J Power Sources 2005, 144:373-384.
39. Shepherd C.M. Design of primary and secondary cells. An equation describing battery discharge. J Electrochem Soc 1965, 112:657-664.
40. Rietveld M. A new method for estimating the regression coefficients in the formula relating solar radiation to sunshine. Agric Meteorol 1978, 19:243-252.
41. Graham V.A., Hollands K.G.T. A method to generate synthetic hourly solar radiation globally. Sol Energy 1990, 44:333-341.
42. Schuhmacher J. INSEL - Interactive Simulation of Renewable Electrical Energy Supply Systems-, Reference Manual. University of Oldenburg, Renewable Energy Group, Dept. of Physics, PO Box 2503, D-26111 Oldenburg; 1993.
43. Manwell J.F., McGowan J.G. A lead acid battery storage model for hybrid energy systems. Sol Energy 1993, 50:399-405.
44. Copetti J.B., Chenlo F. Lead/acid batteries for photovoltaic applications. Test results and modeling. J Power Sources 1994, 47(1-2):109-118.
45. Copetti J.B., Lorenzo E., Chenlo F. A general battery model for PV system simulation. Prog Photovoltaic 1993, 1(4):283-292.
46. Lujano-Rojas J.M., Dufo-López R., Bernal-Agustín J.L. Optimal sizing of small wind/battery systems considering the DC bus voltage stability effect on energy capture, wind speed variability, and load uncertainty. Appl Energy 2012, 93:404-412.
47. IEC 60896-1:1987 Stationary lead-acid batteries. General requirements and methods of test. Vented types.
48. EN 60896-11:2003. Stationary lead-acid batteries. General requirements and methods of test. Vented types. General requirements and methods of tests.
49. Downing S.D., Socie D.F. Simple rainflow counting algorithms. Int J Fatigue 1982, 4:31-40.
50. Green HJ, Manwell J. HYBRID2 - A Versatile Model of the Performance of Hybrid Power Systems. In: Proceedings of WindPower'95, Washington DC, March 27-30, 1995.
51. Bindner H., Cronin T., Lundsager P., Manwell J.F., Abdulwahid U., Baring-Gould I. Lifetime Modelling of lead acid batteries 2005, Denmark National Laboratory Risø.