Skip to main content

2024 | OriginalPaper | Buchkapitel

Review of Optimization Tools Used for Design of Distributed Renewable Energy Resources

verfasst von : Muthukumaran Thulasingam, Ajay-D.-Vimal Raj Periyanayagam

Erschienen in: Renewable Energy, Green Computing, and Sustainable Development

Verlag: Springer Nature Switzerland

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This paper going to review the different optimization tools used in the distributed energy systems. Optimization tools are generally used to size the individual renewable sources.as well as used to analysis the economic part of the system in terms of cost of Energy (COE), Net present cost (NPC), Internal rate of return (IRR), simple payback period, Operating cost and capital cost of system. Due to rapid development in technology, various optimization tools such as Genetic Algorithm, Machine Learning Algorithm, Fuzzy logic, Artificial Intelligence was developed by the researcher for optimize hybrid renewable energy system (HRE). Because of global warming, penetration of renewable energy in the grid, commercial building, educational building and residential consumer was increasing gradually and it is very important to have a optimization tool to check the feasibility of the project before going for the real time installation of HRE system. In this paper various optimization tools used by the researcher is going to be investigated in detailed.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Nehrir, M.H., et al.: A review of hybrid renewable/alternative energy systems for electric power generation: configurations, control, and applications. IEEE Trans. Sustain. Energy 2, 392–403 (2011)CrossRef Nehrir, M.H., et al.: A review of hybrid renewable/alternative energy systems for electric power generation: configurations, control, and applications. IEEE Trans. Sustain. Energy 2, 392–403 (2011)CrossRef
2.
Zurück zum Zitat Bird, L., Milligan, M., Lew, D.: Integrating variable renewable energy: challenges and solutions. Nat. Renew. Energy Lab. (2013) Bird, L., Milligan, M., Lew, D.: Integrating variable renewable energy: challenges and solutions. Nat. Renew. Energy Lab. (2013)
3.
Zurück zum Zitat Ruggiero, S., Lehkonen, H.: Renewable energy growth and the financial performance of electric utilities: a panel data study. J. Clean. Prod. 142, 3676–3688 (2017)CrossRef Ruggiero, S., Lehkonen, H.: Renewable energy growth and the financial performance of electric utilities: a panel data study. J. Clean. Prod. 142, 3676–3688 (2017)CrossRef
4.
Zurück zum Zitat Mekontso, C., et al.: Review of optimization techniques for sizing renewable energy systems. Comput. Eng. Appl. J. 8(1), 13–30 (2019) Mekontso, C., et al.: Review of optimization techniques for sizing renewable energy systems. Comput. Eng. Appl. J. 8(1), 13–30 (2019)
5.
Zurück zum Zitat Denholm, P., Margolis, R.: Energy storage requirements for achieving 50% solar photovoltaic energy penetration in California. No. NREL/TP-6A20–66595. National Renewable Energy Lab.(NREL), Golden, CO (United States) (2016) Denholm, P., Margolis, R.: Energy storage requirements for achieving 50% solar photovoltaic energy penetration in California. No. NREL/TP-6A20–66595. National Renewable Energy Lab.(NREL), Golden, CO (United States) (2016)
6.
Zurück zum Zitat Krishna, K.S., Kumar, K.S.: A review on hybrid renewable energy systems. Renew. Sustain. Energy Rev. 52, 907–916 (2015) Krishna, K.S., Kumar, K.S.: A review on hybrid renewable energy systems. Renew. Sustain. Energy Rev. 52, 907–916 (2015)
7.
Zurück zum Zitat Afzal, A., Kumar, H., Sharma, V.K.: Hybrid renewable energy systems for energy security using optimization technique. In: 2011 International Conference & Utility Exhibition on Power and Energy Systems: Issues and Prospects for Asia (ICUE). IEEE (2011) Afzal, A., Kumar, H., Sharma, V.K.: Hybrid renewable energy systems for energy security using optimization technique. In: 2011 International Conference & Utility Exhibition on Power and Energy Systems: Issues and Prospects for Asia (ICUE). IEEE (2011)
8.
Zurück zum Zitat Ram, M., et al.: A comparative analysis of electricity generation costs from renewable, fossil fuel and nuclear sources in G20 countries for the period 2015–2030. J. Cleaner Prod. 199, 687–704 (2018) Ram, M., et al.: A comparative analysis of electricity generation costs from renewable, fossil fuel and nuclear sources in G20 countries for the period 2015–2030. J. Cleaner Prod. 199, 687–704 (2018)
9.
Zurück zum Zitat Parhizi, S., et al.: State of the art in research on microgrids: a review. IEEE Access 3, 890–925 (2015) Parhizi, S., et al.: State of the art in research on microgrids: a review. IEEE Access 3, 890–925 (2015)
10.
Zurück zum Zitat Kumar, P., Deokar, S.: Designing and simulation tools of renewable energy systems: review literature. In: Saeed, K., Chaki, N., Pati, B., Bakshi, S., Mohapatra, D.P. (eds.) Progress in Advanced Computing and Intelligent Engineering. AISC, vol. 563, pp. 315–324. Springer, Singapore (2018). https://doi.org/10.1007/978-981-10-6872-0_29CrossRef Kumar, P., Deokar, S.: Designing and simulation tools of renewable energy systems: review literature. In: Saeed, K., Chaki, N., Pati, B., Bakshi, S., Mohapatra, D.P. (eds.) Progress in Advanced Computing and Intelligent Engineering. AISC, vol. 563, pp. 315–324. Springer, Singapore (2018). https://​doi.​org/​10.​1007/​978-981-10-6872-0_​29CrossRef
11.
Zurück zum Zitat Thula, M., Kumar, M.N., Reddy, V.S.: Simulation and performance analysis of 100kWp solar rooftop using Solar Pro software. In: 2017 Innovations in Power and Advanced Computing Technologies (i-PACT). IEEE (2017) Thula, M., Kumar, M.N., Reddy, V.S.: Simulation and performance analysis of 100kWp solar rooftop using Solar Pro software. In: 2017 Innovations in Power and Advanced Computing Technologies (i-PACT). IEEE (2017)
12.
Zurück zum Zitat Sharma, S., Kurian, C.P., Paragond, L.S.: Solar PV system design using PVsyst: a case study of an academic institute. In: 2018 International Conference on Control, Power, Communication and Computing Technologies (ICCPCCT). IEEE (2018) Sharma, S., Kurian, C.P., Paragond, L.S.: Solar PV system design using PVsyst: a case study of an academic institute. In: 2018 International Conference on Control, Power, Communication and Computing Technologies (ICCPCCT). IEEE (2018)
13.
Zurück zum Zitat Baqir, M., Channi, H.K.: Analysis and design of solar PV system using Pvsyst software. Mater. Today Proc. (2021) Baqir, M., Channi, H.K.: Analysis and design of solar PV system using Pvsyst software. Mater. Today Proc. (2021)
14.
Zurück zum Zitat Kumar, R., et al.: Design and simulation of standalone solar PV system using PVsyst software: a case study. Mater. Today Proc. 46, 5322–5328 (2021) Kumar, R., et al.: Design and simulation of standalone solar PV system using PVsyst software: a case study. Mater. Today Proc. 46, 5322–5328 (2021)
15.
Zurück zum Zitat Sharma, R., Sharma, S., Tiwari, S.: Design optimization of solar PV water pumping system. Mater. Today Proc. 21, 1673–1679 (2020)CrossRef Sharma, R., Sharma, S., Tiwari, S.: Design optimization of solar PV water pumping system. Mater. Today Proc. 21, 1673–1679 (2020)CrossRef
16.
Zurück zum Zitat Saraswat, R.: Comparative performance evaluation of solar PV modules from different manufacturers in India by using PVsyst. In: 2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES). IEEE (2016) Saraswat, R.: Comparative performance evaluation of solar PV modules from different manufacturers in India by using PVsyst. In: 2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES). IEEE (2016)
17.
Zurück zum Zitat Ali, M.S., et al.: Helioscope based design of a MWp solar PV plant on a marshy land of Bangladesh and prediction of plant performance with the variation of tilt angle. GUB J. Sci. Eng. 5(1), 1–5 (2018) Ali, M.S., et al.: Helioscope based design of a MWp solar PV plant on a marshy land of Bangladesh and prediction of plant performance with the variation of tilt angle. GUB J. Sci. Eng. 5(1), 1–5 (2018)
18.
Zurück zum Zitat Piyushkumar, P.K., Shinde, S., Shah, P.: Design and estimation of solar PV system for educational campus. Asian J. Converg. Technol. (AJCT) 5(3), 78–82 (2019). ISSN-2350–1146 Piyushkumar, P.K., Shinde, S., Shah, P.: Design and estimation of solar PV system for educational campus. Asian J. Converg. Technol. (AJCT) 5(3), 78–82 (2019). ISSN-2350–1146
19.
Zurück zum Zitat Khalil, L., et al.: Optimization and designing of hybrid power system using HOMER pro. Mater. Today Proc. 47, S110–S115 (2021) Khalil, L., et al.: Optimization and designing of hybrid power system using HOMER pro. Mater. Today Proc. 47, S110–S115 (2021)
20.
Zurück zum Zitat Sauer, K.J., Roessler, T.: Systematic approaches to ensure correct representation of measured multi-irradiance module performance in PV system energy production forecasting software programs. In: 2012 38th IEEE Photovoltaic Specialists Conference. IEEE (2012) Sauer, K.J., Roessler, T.: Systematic approaches to ensure correct representation of measured multi-irradiance module performance in PV system energy production forecasting software programs. In: 2012 38th IEEE Photovoltaic Specialists Conference. IEEE (2012)
21.
Zurück zum Zitat Al Mehadi, A., et al.: Design, simulation and analysis of monofacial solar PV panel based energy system for university residence: a case study. In: IOP Conference Series: Materials Science and Engineering, vol. 1045, no. 1. IOP Publishing (2021) Al Mehadi, A., et al.: Design, simulation and analysis of monofacial solar PV panel based energy system for university residence: a case study. In: IOP Conference Series: Materials Science and Engineering, vol. 1045, no. 1. IOP Publishing (2021)
22.
Zurück zum Zitat Husu, A.G., et al.: Software Tools for PV Applications in Different Regions of Europe–Part 1: Energy Efficiency Husu, A.G., et al.: Software Tools for PV Applications in Different Regions of Europe–Part 1: Energy Efficiency
Metadaten
Titel
Review of Optimization Tools Used for Design of Distributed Renewable Energy Resources
verfasst von
Muthukumaran Thulasingam
Ajay-D.-Vimal Raj Periyanayagam
Copyright-Jahr
2024
DOI
https://doi.org/10.1007/978-3-031-58607-1_12