1. International Renewable Energy Agency, “Future of solar
photovoltaic: Deployment, investment, technology, grid
integration and socio-economic aspects (a global energy
transformation: paper),” November 2019. https://www.irena.
org/publications/2019/Nov/Future-of-Solar-Photovoltaic.
2. L. M. Halabi and S. Mekhilef, “Flexible hybrid renewable
energy system design for a typical remote village located
in tropical climate,” Journal of cleaner production, vol. 177,
pp. 908–924, 2018.
3. U. Jahn and W. Nasse, “Operational performance of gridconnected pv systems on buildings in germany,” Progress in
Photovoltaics: Research and applications, vol. 12, no. 6, pp. 441–
448, 2004.
4. M. Perdue and R. Gottschalg, “Energy yields of small grid
connected photovoltaic system: effects of component reliability and maintenance,” IET Renewable Power Generation,
vol. 9, no. 5, pp. 432–437, 2015.
5. G. Zini, C. Mangeant, and J. Merten, “Reliability of largescale grid-connected photovoltaic systems,” Renewable Energy, vol. 36, no. 9, pp. 2334–2340, 2011.
6. F. Chiacchio, F. Famoso, D. D’Urso, S. Brusca, J. Aizpurua, and L. Cedola, “Dynamic performance evaluation of
photovoltaic power plant by stochastic hybrid fault tree
automaton model,” Energies, vol. 11, no. 2, p. 306, 2018.
7. C. Olalla, D. Maksimovic, C. Deline, and L. MartinezSalamero, “Impact of distributed power electronics on the
lifetime and reliability of pv systems,” Progress in Photovoltaics: Research and Applications, vol. 25, no. 10, pp. 821–835,
2017.
8. I. Lillo-Bravo, P. González-Martínez, M. Larrañeta, and
J. Guasumba-Codena, “Impact of energy losses due to failures on photovoltaic plant energy balance,” Energies, vol. 11,
no. 2, p. 363, 2018.
9. A. Ahadi, N. Ghadimi, and D. Mirabbasi, “Reliability assessment for components of large scale photovoltaic systems,”
Journal of Power Sources, vol. 264, pp. 211–219, 2014.
10. A. Colli, “Failure mode and effect analysis for photovoltaic
systems,” Renewable and Sustainable Energy Reviews, vol. 50,
pp. 804–809, 2015.
11. E. Koutroulis and F. Blaabjerg, “Design optimization of
transformerless grid-connected pv inverters including reliability,” IEEE Transactions on Power Electronics, vol. 28, no. 1,
pp. 325–335, 2012.
12. A. Sangwongwanich, G. Angenendt, S. Zurmuhlen, Y. Yang,
D. Sera, D. U. Sauer, and F. Blaabjerg, “Enhancing pv inverter reliability with battery system control strategy,” CPSS
Transactions on Power Electronics and Applications, vol. 3, no. 2,
pp. 93–101, 2018.
13. B. Cai, Y. Liu, Y. Ma, L. Huang, and Z. Liu, “A framework for
the reliability evaluation of grid-connected photovoltaic systems in the presence of intermittent faults,” Energy, vol. 93,
pp. 1308–1320, 2015.
14. N. Shahidirad, M. Niroomand, and R.-A. Hooshmand, “Investigation of pv power plant structures based on monte
carlo reliability and economic analysis,” IEEE Journal of Photovoltaics, vol. 8, no. 3, pp. 825–833, 2018.
15. S. V. Dhople and A. D. Domínguez-García, “Estimation of
photovoltaic system reliability and performance metrics,”
IEEE Transactions on Power Systems, vol. 27, no. 1, pp. 554–
563, 2011.
16. E. Jamshidpour, P. Poure, and S. Saadate, “Photovoltaic
systems reliability improvement by real-time fpga-based
switch failure diagnosis and fault-tolerant dc–dc converter,”
IEEE Transactions on Industrial Electronics, vol. 62, no. 11,
pp. 7247–7255, 2015.
17. P. Zhang, Y. Wang, W. Xiao, and W. Li, “Reliability evaluation of grid-connected photovoltaic power systems,” IEEE
transactions on sustainable energy, vol. 3, no. 3, pp. 379–389,
2012.
18. A. Ristow, M. Begovic, A. Pregelj, and A. Rohatgi, “Development of a methodology for improving photovoltaic inverter
reliability,” IEEE Transactions on Industrial Electronics, vol. 55,
no. 7, pp. 2581–2592, 2008.
19. H. Li, J. Ding, J. Huang, Y. Dong, and X. Li, “Reliability
evaluation of pv power systems with consideration of timevarying factors,” The Journal of Engineering, vol. 2017, no. 13,
pp. 1783–1787, 2017.
20. A. Sangwongwanich, Y. Yang, D. Sera, F. Blaabjerg, and
D. Zhou, “On the impacts of pv array sizing on the inverter
reliability and lifetime,” IEEE Transactions on Industry Applications, vol. 54, no. 4, pp. 3656–3667, 2018.
21. P. S. Shenoy, K. A. Kim, B. B. Johnson, and P. T. Krein, “Differential power processing for increased energy production
and reliability of photovoltaic systems,” IEEE Transactions
on Power Electronics, vol. 28, no. 6, pp. 2968–2979, 2012.
22. A. Sayed, M. El-Shimy, M. El-Metwally, and M. Elshahed, “Reliability, availability and maintainability analysis
for grid-connected solar photovoltaic systems,” Energies,
vol. 12, no. 7, p. 1213, 2019.
23. M. Theristis and I. A. Papazoglou, “Markovian reliability
analysis of standalone photovoltaic systems incorporating
repairs,” IEEE journal of photovoltaics, vol. 4, no. 1, pp. 414–
422, 2013.
24. P. Zhang, W. Li, S. Li, Y. Wang, and W. Xiao, “Reliability
assessment of photovoltaic power systems: Review of current status and future perspectives,” Applied energy, vol. 104,
pp. 822–833, 2013.
25. N. K. Gautam and N. Kaushika, “Reliability evaluation
of solar photovoltaic arrays,” Solar Energy, vol. 72, no. 2,
pp. 129–141, 2002.
26. P. Mishra and J. Joshi, “Reliability estimation for components of photovoltaic systems,” Energy conversion and management, vol. 37, no. 9, pp. 1371–1382, 1996.
27. N. Park, W. Oh, and D. Kim, “Effect of temperature and
humidity on the degradation rate of multicrystalline silicon
photovoltaic module,” International Journal of Photoenergy,
vol. 2013, 2013.
28. J. Choi, J. Park, M. Shahidehpour, and R. Billinton, “Assessment of co 2 reduction by renewable energy generators,” in
2010 Innovative Smart Grid Technologies (ISGT), pp. 1–5, IEEE,
2010.
29. P. Manganiello, M. Balato, and M. Vitelli, “A survey on
mismatching and aging of pv modules: The closed loop,”
IEEE Transactions on Industrial Electronics, vol. 62, no. 11,
pp. 7276–7286, 2015.
30. K. K. Mehmood, S. U. Khan, S.-J. Lee, Z. M. Haider, M. K.
Rafique, and C.-H. Kim, “Optimal sizing and allocation of
battery energy storage systems with wind and solar power
dgs in a distribution network for voltage regulation considering the lifespan of batteries,” IET Renewable Power Generation, vol. 11, no. 10, pp. 1305–1315, 2017.
31. S. Ghaemi and J. Salehi, “Assessment of flexibility index
integration into the expansion planning of clean power resources and energy storage systems in modern distribution network using benders decomposition,” IET Renewable
Power Generation, vol. 14, no. 2, pp. 231–242, 2020.
32. S. Ghaemi, J. Salehi, and F. H. Aghdam, “Risk aversion energy management in the networked microgrids with presence of renewable generation using decentralised optimisation approach,” IET Renewable Power Generation, vol. 13,
no. 7, pp. 1050–1061, 2019.
33. “Pvsyst: Photovoltaic software.” https://www.pvsyst.com/.
)