Feasible Size Ratio Prediction of Wind and PV Module for Energy Generation of Different Climatic Zones in India
Abstract
Solar and wind are renewable energy resources that are non-exhaustible, freely available, ecofriendly and capable for providing solutions to the power problems, which are recently being faced by India and all over the world. With increasing demand of generating electricity, wind and solar energies are not available all the time, the combined implementation of renewable resources such as wind and solar can meet the increasing demand of electricity. This Paper presents study about the Photovoltaic-Wind Hybrid System (PWHS) under six climate zones of India. The study is based on the size ratio of Average Solar Irradiation Energy (ASIE) and Average Wind Speed Energy (AWSE). Annually, the ASIE varied form 5.00 KWh/m2 to 6.50 KWh/m2 whereas the values of AWSE varied between 0.1 m/s and 2.4 m/s. After analyzing different climatic conditions, PWHS was designed. Through mathematically modeling and learning programming techniques, different size ratios were conformed. Linear programming was applied on average annual value of photovoltaic (PV) and wind, to determine the size ratio of PV wind among different climate zones.
References
C.R. Kumar. and M.A. Majid, “Renewable energy for sustainable development in India: current status, future prospects, challenges, employment, and investment opportunities,” Energy Sustain. Soc., vol. 10, no. 1, 2020.
A.K. Das, “An evaluative study of some selected libraries in India undergoing the process of digitization”, Doctoral dissertation. India, pp. 1–374, 2008.
S.R. Sharvini, Z.Z. Noor, C.S. Chong, L.C. Stringer, and R.O. Yusuf, “Energy consumption trends and their linkages with renewable energy policies in East and Southeast Asian countries: Challenges and opportunities,” Sustain. Environ. Res., vol. 28, no. 6, pp. 257–266, 2018.
S. Luthra, S. Kumar, R. Kharb, M.F. Ansari, and S.L. Shimmi, “Adoption of smart grid technologies: An analysis of interactions among barriers,” Renew. Sustain. Energy Rev., vol. 33, pp. 554–565, 2014.
B. Bora, R. Kumar, O.S. Sastry, B. Prasad, S. Mondal, and A.K. Tripathi, “Energy rating estimation of PV module technologies for different climatic conditions,” Sol. Energy, vol. 174, pp. 901–911, 2018.
Y. Kwon, A. Kwasinski, and A. Kwasinski, “Solar irradiance forecast using naïve Bayes classifier based on publicly available weather forecasting variables,” Energies, vol. 12, no. 8, pp. 1–13, 2019.
B. Navothna and S. Thotakura, “Analysis on large-scale solar PV plant energy performance–loss–degradation in coastal climates of India,” Front. Energy Res., vol. 10, 2022.
M. Bhatnagar, J. Mathur, V. Garg, and J. Iqbal, “Development of a method for selection of representative city in a climate zone,” Ashrae.org., vol. 8, pp. 510–517, 2018.
A.K. Berwal, “Development of Statistical Model to Evaluate the Effect of Meteorological Parameters on the Performance of PV-Cell/Module,” Journal of Advanced Research in Alternative Energy, Environment and Ecology, no. 1, pp. 1–7, 2020.
A.S. Al-Ezzi and M.N.M. Ansari, “Photovoltaic solar cells: A review,” Appl. Syst. Innov., vol. 5, no. 4, p. 67, 2022.
M.A.M. Ramli, A. Hiendro, and Y.A. Al-Turki, “Techno-economic energy analysis of wind/solar hybrid system: Case study for western coastal area of Saudi Arabia,” Renew. Energy, vol. 91, no. C, pp. 374–385, 2016.