Generic placeholder image

Recent Advances in Electrical & Electronic Engineering

Editor-in-Chief

ISSN (Print): 2352-0965
ISSN (Online): 2352-0973

Systematic Review Article

A Systematic Review on the Application of Power Eelectronics in Renewable Energy Systems using SWOT Analysis

Author(s): Naiyer Mumtaz*, Md. Irfan Ahmed and Harsh Wardhan Pandey

Volume 17, Issue 10, 2024

Published on: 01 January, 2024

Page: [1042 - 1058] Pages: 17

DOI: 10.2174/0123520965263239231129063552

Price: $65

conference banner
Abstract

Background: The frequency of energy crises due to shortage of fuel or rise in fuel prices has increased in the past decade. This may be due to increasing energy demand, the financially crippled state of the distribution companies, high prices of fuel, shortage of fuel, tension between the countries, etc. Apart from this, climate change, global warming, and rising environmental concerns have necessitated the need to search for more sustainable alternative sources of electricity. It has created a lot of interest in Renewable Energy Sources (RES), which includes solar, wind and hydropower. Even governments all around the world are introducing policies to support the adoption of RES for the generation of electricity and have set the target to achieve the Net-Zero emission level by decarbonizing the power sector.

Methods: This paper provides an overview of all the prominent renewable energy technologies, namely solar power plants, wind energy plants, biomass and hydropower, using a systematic review procedure. In addition to this, the importance of Power Electronic Technologies (PET) in the integration of RES in today’s power system has also been presented. Further, a SWOT analysis framework has also been utilized to evaluate the strengths, weaknesses, opportunities and threats associated with the application of PET in renewable energy systems.

Results: The results from the analysis showcases that the implement of PET offers significant strength for the implementation of RES in the power system by providing increased system efficiency, and improved power quality. However, the technologies also face some of the weakness of limited scalability, regulatory concerns, high initial cost etc. Further, the different opportunities for a widespread adoption of PET have been discussed in this paper. Finally, all the threats concerning the implementation of the PET in the RES in the modern power system have also been highlighted.

Conclusion: The purpose of this research work is to classify recent research techniques on renewable energy sources that were published between the years of 2010 to 2022 through a systematic and statistical review framework to showcase the need for power electronic technologies for the implementation of RES.

Keywords: Renewable energy sources (RES), systematic literature review (SLR), solar power , SWOT, wind energy, hydro power plant, biomass.

Graphical Abstract
[1]
A. Raheem, S.A. Abbasi, A. Memon, S.R. Samo, Y.H. Taufiq-Yap, M.K. Danquah, and R. Harun, "Renewable energy deployment to combat energy crisis in Pakistan", Energy Sustain. Soc., vol. 6, no. 1, p. 16, 2016.
[http://dx.doi.org/10.1186/s13705-016-0082-z]
[2]
F. Rizzi, N.J. van Eck, and M. Frey, "The production of scientific knowledge on renewable energies: Worldwide trends, dynamics and challenges and implications for management", Renew. Energy, vol. 62, pp. 657-671, 2014.
[http://dx.doi.org/10.1016/j.renene.2013.08.030]
[3]
D.C. Momete, "Analysis of the potential of clean energy deployment in the european union", IEEE Access, vol. 6, pp. 54811-54822, 2018.
[http://dx.doi.org/10.1109/ACCESS.2018.2872786]
[4]
F. Fornara, P. Pattitoni, M. Mura, and E. Strazzera, "Predicting intention to improve household energy efficiency: The role of value-belief-norm theory, normative and informational influence, and specific attitude", J. Environ. Psychol., vol. 45, pp. 1-10, 2016.
[http://dx.doi.org/10.1016/j.jenvp.2015.11.001]
[5]
A. Mardani, A. Jusoh, E. Zavadskas, F. Cavallaro, and Z. Khalifah, "Sustainable and renewable Energy: An overview of the application of multiple criteria decision making techniques and approaches", Sustainability, vol. 7, no. 10, pp. 13947-13984, 2015.
[http://dx.doi.org/10.3390/su71013947]
[6]
K.P. Tsagarakis, A. Mavragani, A. Jurelionis, I. Prodan, T. Andrian, D. Bajare, A. Korjakins, S. Magelinskaite-Legkauskiene, V. Razvan, and L. Stasiuliene, "Clean vs. Green: Redefining renewable energy. Evidence from Latvia, Lithuania, and Romania", Renew. Energy, vol. 121, pp. 412-419, 2018.
[http://dx.doi.org/10.1016/j.renene.2018.01.020]
[7]
M.R. Borovik, and J.D. Albers, "Participation in the Illinois solar renewable energy market", Electr. J., vol. 31, no. 2, pp. 33-39, 2018.
[http://dx.doi.org/10.1016/j.tej.2018.02.008]
[8]
O. Bayulgen, and S. Benegal, "Green Priorities: How economic frames affect perceptions of renewable energy in the United States", Energy Res. Soc. Sci., vol. 47, pp. 28-36, 2019.
[http://dx.doi.org/10.1016/j.erss.2018.08.017]
[9]
K.M. Keramitsoglou, R.C. Mellon, M.I. Tsagkaraki, and K.P. Tsagarakis, "Clean, not green: The effective representation of renewable energy", Renew. Sustain. Energy Rev., vol. 59, pp. 1332-1337, 2016.
[http://dx.doi.org/10.1016/j.rser.2016.01.005]
[10]
C. Bhowmik, S. Bhowmik, A. Ray, and K.M. Pandey, "Optimal green energy planning for sustainable development: A review", Renew. Sustain. Energy Rev., vol. 71, pp. 796-813, 2017.
[http://dx.doi.org/10.1016/j.rser.2016.12.105]
[11]
R. Kardooni, S.B. Yusoff, and F.B. Kari, "Renewable energy technology acceptance in Peninsular Malaysia", Energy Policy, vol. 88, pp. 1-10, 2016.
[http://dx.doi.org/10.1016/j.enpol.2015.10.005]
[12]
M. Ghiasi, S. Esmaeilnamazi, R. Ghiasi, and M. Fathi, "Role of renewable energy sources in evaluating technical and economic efficiency of power quality", Technol. Econ. Smart Grids Sustain. Energy, vol. 5, no. 1, pp. 1-13, 2020.
[http://dx.doi.org/10.1007/s40866-019-0073-1]
[13]
H.A. Kazem, M.T. Chaichan, A.H.A. Al-Waeli, and A. Gholami, "A systematic review of solar photovoltaic energy systems design modelling, algorithms, and software", Energy Sources A Recovery Util. Environ. Effects, vol. 44, no. 3, pp. 6709-6736, 2022.
[http://dx.doi.org/10.1080/15567036.2022.2100517]
[14]
P. Mercorelli, N. Kubasiak, and S. Liu, "Model predictive control of an electromagnetic actuator fed by multilevel PWM inverter", 2004 IEEE International Symposium on Industrial Electronics, vol. 1. 2004, pp. 531-535.
[http://dx.doi.org/10.1109/ISIE.2004.1571863]
[15]
P. Mercorelli, N. Kubasiak, and S. Liu, "Multilevel bridge governor by using model predictive control in wavelet packets for tracking trajectories", IEEE International Conference on Robotics and Automation, vol. 4. 2004, pp. 4079-4084.
[http://dx.doi.org/10.1109/ROBOT.2004.1308909]
[16]
Y.J. Acosta-Silva, I. Torres-Pacheco, Y. Matsumoto, M. Toledano-Ayala, G.M. Soto-Zarazúa, O. Zelaya-Ángel, and A. Méndez-López, "Applications of solar and wind renewable energy in agriculture: A review", Sci. Prog., vol. 102, no. 2, pp. 127-140, 2019.
[http://dx.doi.org/10.1177/0036850419832696] [PMID: 31829840]
[17]
M. Mulyadi, and Y.A.M. Shiddiq, "Application of hybrid solar and wind energy generation for paddle wheel aerator", IOP Conference Series: Materials Science and Engineering, vol. 619. 2019, p. 012033 .
[http://dx.doi.org/10.1088/1757-899X/619/1/012033]
[18]
D. Hao, L. Qi, A.M. Tairab, A. Ahmed, A. Azam, D. Luo, Y. Pan, Z. Zhang, and J. Yan, "Solar energy harvesting technologies for PV self-powered applications: A comprehensive review", Renew. Energy, vol. 188, pp. 678-697, 2022.
[http://dx.doi.org/10.1016/j.renene.2022.02.066]
[19]
S. Schmidt, J. Oberrath, and P. Mercorelli, "A sensor fault detection scheme as a functional safety feature for DC-DC converters", Sensors, vol. 21, no. 19, p. 6516, 2021.
[http://dx.doi.org/10.3390/s21196516] [PMID: 34640839]
[20]
P. Mercorelli, "Model predictive control for energy optimization in generators/motors as well as converters and inverters for futuristic integrated power networks", Energies, vol. 15, no. 16, p. 6023, 2022.
[http://dx.doi.org/10.3390/en15166023]
[21]
N. Kubasiak, P. Mercorelli, and S. Liu, "Model predictive control of transistor pulse converter for feeding electromagnetic valve actuator with energy storage", Proceedings of the 44th IEEE Conference on Decision and Control, 15-15 December 2005, Seville, Spain, 2006, pp. 6794-6799.
[http://dx.doi.org/10.1109/CDC.2005.1583254]
[22]
M.I. Ahmed, and R. Kumar, "A systematic review on optimal placement of CHP", Smart Science, vol. 11, no. 1, pp. 171-191, 2022.
[http://dx.doi.org/10.1080/23080477.2022.2063528]
[23]
B.J. Baliga, "Power ICs in the saddle", IEEE Spectr., vol. 32. 1995, no. 7, pp. 34-40.
45-9 [http://dx.doi.org/10.1109/6.392802]
[24]
"U. S. Energy Information Administration (EIA),", Available from: https://www.eia.gov/energyexplained/renewablesources/
[25]
"Renewable Energy", Available from: https://www.energy.gov/eere/renewable-energy
[26]
"Australian Renewable Energy Agency (ARENA)", Available from: https://arena.gov.au/what-isrenewable-energy/
[28]
"Energy, Our World Data", Available from: https://ourworldindata.org/energy
[29]
S. Škrbić, A. Ašonja, R. Prodanović, V. Ristić, G. Stevanović, M. Vulić, Z. Janković, A. Radosavac, and S. Igić, "Analysis of plant-production-obtained biomass in function of sustainable energy", Sustainability, vol. 12, no. 13, p. 5486, 2020.
[http://dx.doi.org/10.3390/su12135486]
[30]
M. Mahama, N.S.A. Derkyi, and C.M. Nwabue, "Challenges of renewable energy development and deployment in Ghana: Perspectives from developers", GeoJournal, vol. 86, no. 3, pp. 1425-1439, 2021.
[http://dx.doi.org/10.1007/s10708-019-10132-z]
[31]
X.P. Nguyen, N.D. Le, V.V. Pham, T.T. Huynh, V.H. Dong, and A.T. Hoang, "Mission, challenges, and prospects of renewable energy development in Vietnam", Energy Sources A Recovery Util. Environ. Effects, vol. 00, no. 00, pp. 1-13, 2021.
[http://dx.doi.org/10.1080/15567036.2021.1965264]
[32]
M.Ö.A. Akan, A.A. Selam, and S.Ü.O. Fırat, "Renewable energy sources", In: Sustainability Performance Evaluation of Renewable Energy Sources: The Case of Brazil., Springer International Publishing: Cham, 2016, pp. 238-269.
[http://dx.doi.org/10.4018/978-1-5225-0440-5.ch011]
[33]
X. Li, H. Wang, Y. Lu, and W. Li, "A critical survey on renewable energy applications in the philippines and china: Present challenges and perspectives", Front. Energy Res., vol. 9, no. July, 2021.724892
[http://dx.doi.org/10.3389/fenrg.2021.724892]
[34]
M. Cakir, I. Cankaya, I. Garip, and I. Colak, "Advantages of using renewable energy sources in smart grids", 2022 10th International Conference on Smart Grid (icSmartGrid), 27-29 June 2022, Istanbul, Turkey, 2022.
[http://dx.doi.org/10.1109/icSmartGrid55722.2022.9848612]
[35]
A.K. Akella, R.P. Saini, and M.P. Sharma, "Social, economical and environmental impacts of renewable energy systems", Renew. Energy, vol. 34, no. 2, pp. 390-396, 2009.
[http://dx.doi.org/10.1016/j.renene.2008.05.002]
[36]
M. Kumar, "Social, economic, and environmental impacts of renewable energy resources", In: Wind Solar Hybrid Renewable Energy System., IntechOpen, 2020, pp. 1-11.
[http://dx.doi.org/10.5772/intechopen.89494]
[37]
M.H. Aksoy, and M. Ispir, "Techno-economic feasibility of different photovoltaic technologies", Appl. Eng. Let., vol. 8, no. 1, pp. 1-9, 2023.
[http://dx.doi.org/10.18485/aeletters.2023.8.1.1]
[38]
O. Tiwari, H. Goyal, S. Sharma, S. Banerjee, Abhishek, and A. Kashyap, "Power inverters for solar panels”", JIOS, vol. 43, no. 1, pp. 1-6, 2022.
[http://dx.doi.org/10.1080/02522667.2022.2032553]
[39]
R. Rajasekaran, and P.U. Rani, "Bidirectional DC-DC converter for microgrid in energy management system", Int. J. Electron., vol. 108, no. 2, pp. 322-343, 2021.
[http://dx.doi.org/10.1080/00207217.2020.1793418]
[40]
V.K. Singh, A. Verma, and T.S. Bhatti, "Integration and control of renewable energy-based rural microgrids", J. Inst. Electron. Telecommun. Eng., vol. 68, no. 6, pp. 4492-4502, 2022.
[http://dx.doi.org/10.1080/03772063.2020.1795940]
[41]
S. Vadivel, and U.S. Ragupathy, "Modeling and design of high performance converters for optimal utilization of interconnected renewable energy resources to micro grid with GOLRS controller", Int. J. Control. Autom. Syst., vol. 19, no. 1, pp. 63-75, 2021.
[http://dx.doi.org/10.1007/s12555-019-0498-2]
[42]
K. Smrithi, and B. Jayanand, "Sustainable power conversion topology based STATCOM for reactive power compensation", Renewable Energy Focus, vol. 43, pp. 277-290, 2022.
[http://dx.doi.org/10.1016/j.ref.2022.10.007]
[43]
M. Ghiasi, "Technical and economic evaluation of power quality performance using FACTS devices considering renewable generations", Renewable Energy Focus, vol. 29, pp. 49-62, 2019.
[http://dx.doi.org/10.1016/j.ref.2019.02.006]
[44]
D. Baimel, "Implementation of DQ0 control methods in high power electronics devices for renewable energy sources, energy storage and FACTS", Sustainable Energy, Grids and Networks, vol. 18, 2019.100218
[http://dx.doi.org/10.1016/j.segan.2019.100218]
[45]
S.K. Khadem, M. Basu, and M.F. Conlon, "A comparative analysis of placement and control of UPQC in DG integrated grid connected network", Sustain. Energy Grids Netw., vol. 6, pp. 46-57, 2016.
[http://dx.doi.org/10.1016/j.segan.2016.02.003]
[46]
A. Farzamnia, S. Marjani, S. Galvani, and K.T.T. Kin, "Optimal allocation of soft open point devices in renewable energy integrated distribution systems", IEEE Access, vol. 10, pp. 9309-9320, 2022.
[http://dx.doi.org/10.1109/ACCESS.2022.3144349]
[47]
M. Farhoodnea, A. Mohamed, H. Shareef, and H. Zayandehroodi, "Optimum placement of active power conditioners by a dynamic discrete firefly algorithm to mitigate the negative power quality effects of renewable energy-based generators", Int. J. Electr. Power Energy Syst., vol. 61, pp. 305-317, 2014.
[http://dx.doi.org/10.1016/j.ijepes.2014.03.062]
[48]
V. Pramila, and S. Chandramohan, "Intelligent energy scheduling in a microgrid with custom power devices", Int. J. Electr. Eng. Educ., vol. 58, no. 2, pp. 572-589, 2021.
[http://dx.doi.org/10.1177/0020720920929661]
[49]
M. Esmaeili, H. Shayeghi, K. Valipour, A. Safari, and F. Sedaghati, "Optimal sizing and setting of distributed power condition controller in isolated multi-microgrid", Int. J. Renew. Energy Res., vol. 10, no. v10i3, pp. 1359-1368, 2020.
[http://dx.doi.org/10.20508/ijrer.v10i3.11071.g8011]
[50]
A. Lakum, and V. Mahajan, "Optimal placement and sizing of multiple active power filters in radial distribution system using grey wolf optimizer in presence of nonlinear distributed generation", Electr. Power Syst. Res., vol. 173, no. May, pp. 281-290, 2019.
[http://dx.doi.org/10.1016/j.epsr.2019.04.001]
[51]
M. Amini, and A. Jalilian, "Optimal sizing and location of open-UPQC in distribution networks considering load growth", Int. J. Electr. Power Energy Syst., vol. 130, no. January, 2021.106893
[http://dx.doi.org/10.1016/j.ijepes.2021.106893]
[52]
F. Iqbal, M.T. Khan, and A.S. Siddiqui, "Optimal placement of DG and DSTATCOM for loss reduction and voltage profile improvement", Alex. Eng. J., vol. 57, no. 2, pp. 755-765, 2018.
[http://dx.doi.org/10.1016/j.aej.2017.03.002]
[53]
B. Weqar, M.T. Khan, and A.S. Siddiqui, "Optimal placement of distributed generation and D-STATCOM in radial distribution network", Smart Science, vol. 6, no. 2, pp. 125-133, 2018.
[http://dx.doi.org/10.1080/23080477.2017.1405625]
[54]
K. Nusair, F. Alasali, A. Hayajneh, and W. Holderbaum, "Optimal placement of FACTS devices and power‐flow solutions for a power network system integrated with stochastic renewable energy resources using new metaheuristic optimization techniques", Int. J. Energy Res., vol. 45, no. 13, pp. 18786-18809, 2021.
[http://dx.doi.org/10.1002/er.6997]
[55]
M. Chiranjivi, and K. Swarnasri, "Novel Optimization-Based FACTS Devices for Improving the Power Quality in Electrical Distribution Systems", Int. J. Renew. Energy Res., vol. 12, no. Vol12No1, pp. 201-207, 2022.
[http://dx.doi.org/10.20508/ijrer.v12i1.12598.g8388]
[56]
R.A. Badwawi, M. Abusara, and T. Mallick, "A review of hybrid solar pv and wind energy system", Smart Science, vol. 3, no. 3, pp. 127-138, 2015.
[http://dx.doi.org/10.1080/23080477.2015.11665647]
[57]
J. Burhanudin, A.S.A. Hasim, A.M. Ishak, J. Burhanudin, and S.M.F.B.S.M. Dardin, "A review of power electronics for nearshore wave energy converter applications", IEEE Access, vol. 10, pp. 16670-16680, 2022.
[http://dx.doi.org/10.1109/ACCESS.2022.3148319]
[58]
S. Panigrahi, and A. Thakur, "Current trends in power electronics for wind and solar energy conversion systems", 2017 International Conference on Power and Embedded Drive Control (ICPEDC), 16-18 March 2017, Chennai, India, 2017, pp. 242-247.
[http://dx.doi.org/10.1109/ICPEDC.2017.8081094]
[59]
D.J. Petrovic, M.M. Lazic, B.V. Jovanovic Lazic, B.D. Blanusa, and S.O. Aleksic, "Hybrid power supply system with fuzzy logic controller: Power control algorithm, main properties, and applications", J. Mod. Power Syst. Clean Energy, vol. 10, no. 4, pp. 923-931, 2022.
[http://dx.doi.org/10.35833/MPCE.2020.000069]
[60]
K. Sushita, N.B. Shanmugasundaram, S. Kannadhasan, R.D. Nagarajan, and V. Kanagaraj, "Impacts of residential energy storage system modeling on power system", Sustain. Environ, vol. 8, no. 1, 2022.
[http://dx.doi.org/10.1080/27658511.2022.2125905]
[61]
X.Q. Xiao Xiang, Zhao Wei, Zeng Jie, and Xie Ning, "Key technologies and applications of AC/DC hybrid distributed renewable energy system", 2018 International Conference on Power System Technology (POWERCON), 06-08 November 2018, Guangzhou, China, 2018.
[http://dx.doi.org/10.1109/POWERCON.2018.8601612]
[62]
A. Shuaibu Hassan, Y. Sun, and Z. Wang, "Optimization techniques applied for optimal planning and integration of renewable energy sources based on distributed generation: Recent trends", Cogent Eng., vol. 7, no. 1, 2020.1766394
[http://dx.doi.org/10.1080/23311916.2020.1766394]
[63]
A. Sharma, H.P. Singh, and S.K. Sinha, Performance enhancement of integrated solar-wind hybrid energy system using MPPT2018 3rd International Innovative Applications of Computational Intelligence on Power, Energy and Controls with their Impact on Humanity (CIPECH), 01-02 November 2018, Ghaziabad, India, 2018, pp. 107-110.
[http://dx.doi.org/10.1109/CIPECH.2018.8724265]
[64]
F. Blaabjerg, K. Ma, and Y. Yang, "Power electronics - the key technology for renewable energy systems", 2014 Ninth International Conference on Ecological Vehicles and Renewable Energies (EVER), 25-27 March 2014, Monte-Carlo, Monaco, 2014.
[http://dx.doi.org/10.1109/EVER.2014.6844159]
[65]
H. Yousef, A.H. Al-Badi, and A. Polycarpou, "Power management for hybrid distributed generation systems", Int. J. Sustain. Eng., vol. 11, no. 1, pp. 65-74, 2018.
[http://dx.doi.org/10.1080/19397038.2017.1387825]
[66]
A.Q. Huang, "Power semiconductor devices for smart grid and renewable energy systems", In: Power Electronics in Renewable Energy Systems and Smart Grid., Wiley, 2019, pp. 85-152.
[http://dx.doi.org/10.1002/9781119515661.ch2]
[67]
N.G. Kulkarni, and V.B. Virulkar, "Power Electronics and Its Application to Solar Photovoltaic Systems in India", Energy Power Eng., vol. 8, no. 2, pp. 76-91, 2016.
[http://dx.doi.org/10.4236/epe.2016.82007]
[68]
Y.V. Kulkarni, "Power electronics application in renewable energy", Int. J. Eng. Res. Technol. (Ahmedabad), vol. 3, no. 8, 2014.
[69]
S. Pradhan, D. Ghose, and Shabbiruddin, "Present and future impact of COVID-19 in the renewable energy sector: a case study on India", Energy Sources A Recovery Util. Environ. Effects, vol. 00, no. 00, pp. 1-11, 2020.
[http://dx.doi.org/10.1080/15567036.2020.1801902]
[70]
R. Raja Singh, T. Raj Chelliah, and P. Agarwal, "Power electronics in hydro electric energy systems – A review", Renew. Sustain. Energy Rev., vol. 32, pp. 944-959, 2014.
[http://dx.doi.org/10.1016/j.rser.2014.01.041]
[71]
S.M. Shinde, K.D. Patil, S.S. Khairnar, and W.Z. Gandhare, "The role of power electronics in renewable energy systems research and development" 2009 Second International Conference on Emerging Trends in Engineering & Technology, 16-18 December 2009, Nagpur, India, 2009.
[http://dx.doi.org/10.1109/ICETET.2009.224]
[72]
B.S. Revathi, and M. Prabhakar, "Solar PV Fed DC microgrid: Applications, converter selection, design and testing", IEEE Access, vol. 10, no. July, pp. 87227-87240, 2022.
[http://dx.doi.org/10.1109/ACCESS.2022.3199701]
[73]
J. Lopez-Lorente, X.A. Liu, R.J. Best, G. Makrides, and D.J. Morrow, "Techno-economic assessment of grid-level battery energy storage supporting distributed photovoltaic power", IEEE Access, vol. 9, pp. 146256-146280, 2021.
[http://dx.doi.org/10.1109/ACCESS.2021.3119436]
[74]
T. Ranchin, M. Trolliet, L. Ménard, and L. Wald, "Which variables are essential for renewable energies?", Int. J. Digit. Earth, vol. 13, no. 2, pp. 253-261, 2020.
[http://dx.doi.org/10.1080/17538947.2019.1679267]
[75]
R.D. Shukla, R.K. Tripathi, and S. Gupta, "Power electronics applications in wind energy conversion system: A review", 2010 International Conference on Power, Control and Embedded Systems, 29 November 2010 - 01 December 2010, Allahabad, India, 2010.
[http://dx.doi.org/10.1109/ICPCES.2010.5698663]
[76]
J. Skvaril, K.G. Kyprianidis, and E. Dahlquist, "Applications of near-infrared spectroscopy (NIRS) in biomass energy conversion processes: A review", Appl. Spectrosc. Rev., vol. 52, no. 8, pp. 675-728, 2017.
[http://dx.doi.org/10.1080/05704928.2017.1289471]
[77]
D. Gielen, F. Boshell, D. Saygin, M.D. Bazilian, N. Wagner, and R. Gorini, "The role of renewable energy in the global energy transformation", Energy Strategy Rev., vol. 24, pp. 38-50, 2019.
[http://dx.doi.org/10.1016/j.esr.2019.01.006]
[78]
K.U. kumar, and R. Sen, "A comparative review on renewable energy application, difficulties and future prospect", 2021 Innovations in Energy Management and Renewable Resources(52042), 05-07 February 2021, Kolkata, India, 2021.
[http://dx.doi.org/10.1109/IEMRE52042.2021.9386520]
[79]
A. Gandhar, S. Vijay, A. Mohapatra, J. Datta, and S. Shukla, "An informative review on recent development of renewable energy system", JIOS, vol. 43, no. 3, pp. 419-427, 2022.
[http://dx.doi.org/10.1080/02522667.2022.2048516]
[80]
P. Satya, V. Kishore, J. Rajesh, N. Jayaram, and J. Rajesh, "A survey of machine learning applications in renewable energy sources", IETE J. Res., 2022.
[http://dx.doi.org/10.1080/03772063.2022.2143439]

Rights & Permissions Print Cite
© 2024 Bentham Science Publishers | Privacy Policy