Skip to main content
Top

2024 | OriginalPaper | Chapter

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

Authors : Muthukumaran Thulasingam, Ajay-D.-Vimal Raj Periyanayagam

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

Publisher: Springer Nature Switzerland

Activate our intelligent search to find suitable subject content or patents.

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.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
1.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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.
go back to reference 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
Metadata
Title
Review of Optimization Tools Used for Design of Distributed Renewable Energy Resources
Authors
Muthukumaran Thulasingam
Ajay-D.-Vimal Raj Periyanayagam
Copyright Year
2024
DOI
https://doi.org/10.1007/978-3-031-58607-1_12