Skip to main content
Top
Published in: Soft Computing 8/2019

17-11-2018 | Focus

A model predictive controller for improvement in power quality from a hybrid renewable energy system

Authors: R. Muthukumar, P. Balamurugan

Published in: Soft Computing | Issue 8/2019

Log in

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

search-config
loading …

Abstract

Hybrid renewable energy systems are one among the key areas of research in the fields of sustainable energy in recent times. With the ever-increasing demand in need for energy, renewable sources of energy are much sought after as they are also environment friendly in nature when compared with their non-renewable energy system counterparts. A solar–wind turbine hybrid system is proposed in this research paper, and a generalized predictive controller has been implemented to improve the stability and power quality of the proposed hybrid system. Survey of related works indicates certain limitations in implementing renewable energy systems with respect to stability, reliability and flexibility in fuel which have been effectively addressed in this research article. A three-level inverter has been implemented to fine-tune the power factor which is a combined power factor in the proposed work. A FFT analysis on the power indicates a reduced total harmonic distortion in the proposed work and has been justified over the conventional MPPT-based power generation systems without a properly designed controlling method. The constraints in designing a hybrid system with respect to power quality act as input to the model predictive controller in the proposed work. The work could also be implemented in cascading two or more number of heterogeneous renewable power sources.

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 "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!

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!

Literature
go back to reference Ahmed NA, Miyatake M, Al-Othman AK (2008) Power fluctuations suppression of stand-alone hybrid generation combining solar photovoltaic/wind turbine and fuel cell systems. Energy Convers Manag 49:2711–2719CrossRef Ahmed NA, Miyatake M, Al-Othman AK (2008) Power fluctuations suppression of stand-alone hybrid generation combining solar photovoltaic/wind turbine and fuel cell systems. Energy Convers Manag 49:2711–2719CrossRef
go back to reference Badwawi RA, Abusara M, Mallick T (2015) A review of hybrid solar PV and wind energy System. Smart Sci 3(3):127–138CrossRef Badwawi RA, Abusara M, Mallick T (2015) A review of hybrid solar PV and wind energy System. Smart Sci 3(3):127–138CrossRef
go back to reference Baños R, Manzano-Agugliaro F, Montoya FG, Gil C, Alcayde A, Gómez J (2011) Optimization methods applied to renewable and sustainable energy: a review. Renew Sustain Energy Rev 15:1753–1766CrossRef Baños R, Manzano-Agugliaro F, Montoya FG, Gil C, Alcayde A, Gómez J (2011) Optimization methods applied to renewable and sustainable energy: a review. Renew Sustain Energy Rev 15:1753–1766CrossRef
go back to reference Bernal MP, Alburquerque JA, Moral R (2009) Composting of animal manures and chemical criteria for compost maturity assessment. A review. Biores Technol 100(22):5444–5453CrossRef Bernal MP, Alburquerque JA, Moral R (2009) Composting of animal manures and chemical criteria for compost maturity assessment. A review. Biores Technol 100(22):5444–5453CrossRef
go back to reference Bidram A, Davoudi A, Balog RS (2012) Control and circuit techniques to mitigate partial shading effects in photovoltaic arrays. IEEE J Photovolt 2:532–546CrossRef Bidram A, Davoudi A, Balog RS (2012) Control and circuit techniques to mitigate partial shading effects in photovoltaic arrays. IEEE J Photovolt 2:532–546CrossRef
go back to reference Bigdeli N (2015) Optimal management of hybrid PV/fuel cell/battery power system: a comparison of optimal hybrid approaches. Renew Sustain Energy Rev 42:377–393CrossRef Bigdeli N (2015) Optimal management of hybrid PV/fuel cell/battery power system: a comparison of optimal hybrid approaches. Renew Sustain Energy Rev 42:377–393CrossRef
go back to reference Bojoi R, Limongi LR, Roiu D, Tenconi A (2011) Enhanced power quality control strategy for single-phase inverters in distributed generation systems. IEEE Trans Power Electron 26:798–806CrossRef Bojoi R, Limongi LR, Roiu D, Tenconi A (2011) Enhanced power quality control strategy for single-phase inverters in distributed generation systems. IEEE Trans Power Electron 26:798–806CrossRef
go back to reference Cherif H, Belhadj J (2011) Large scale time evaluation for energy estimation of standalone hybrid photovoltaic wind system feeding a reverse osmosis desalination unit. Energy 36:6058–6067CrossRef Cherif H, Belhadj J (2011) Large scale time evaluation for energy estimation of standalone hybrid photovoltaic wind system feeding a reverse osmosis desalination unit. Energy 36:6058–6067CrossRef
go back to reference Dali M, Belhadj J, Roboam X (2010) Hybrid solar–wind system with battery storage operating in grid connected and standalone mode: control and energy management—experimental investigation. Energy 35(1):2587–2595CrossRef Dali M, Belhadj J, Roboam X (2010) Hybrid solar–wind system with battery storage operating in grid connected and standalone mode: control and energy management—experimental investigation. Energy 35(1):2587–2595CrossRef
go back to reference Deshmukh MK, Deshmukh SS (2008) Modelling of hybrid renewable energy systems. Renew Sustain Energy Rev 12:235–249CrossRef Deshmukh MK, Deshmukh SS (2008) Modelling of hybrid renewable energy systems. Renew Sustain Energy Rev 12:235–249CrossRef
go back to reference Fadaee M, Radzi MAM (2012) Multi objective optimization of a standalone hybrid renewable energy system using evolutionary algorithms: a review. Renew Sustain Energy Rev 16:3364–3369CrossRef Fadaee M, Radzi MAM (2012) Multi objective optimization of a standalone hybrid renewable energy system using evolutionary algorithms: a review. Renew Sustain Energy Rev 16:3364–3369CrossRef
go back to reference Femia N, Petrone G, Spagnuolo G, Vitelli M (2005) Optimization of perturb and observe maximum power point tracking method. IEEE Trans Power Electron 20:963–973CrossRef Femia N, Petrone G, Spagnuolo G, Vitelli M (2005) Optimization of perturb and observe maximum power point tracking method. IEEE Trans Power Electron 20:963–973CrossRef
go back to reference Gupta RA, Kumar R, Bansal AK (2015) BBO based small autonomous hybrid power system optimization incorporating wind speed and solar radiation forecasting. Renew Sustain Energy Rev 41:1366–1375CrossRef Gupta RA, Kumar R, Bansal AK (2015) BBO based small autonomous hybrid power system optimization incorporating wind speed and solar radiation forecasting. Renew Sustain Energy Rev 41:1366–1375CrossRef
go back to reference Higier A, Arbide A, Awaad A, Eiroa J, Miller J, Munroe N, Ravinet A, Redding B (2013) Design, development and deployment of a hybrid renewable energy powered mobile medical clinic with automated modular control system. Renew Energy 50:847–857CrossRef Higier A, Arbide A, Awaad A, Eiroa J, Miller J, Munroe N, Ravinet A, Redding B (2013) Design, development and deployment of a hybrid renewable energy powered mobile medical clinic with automated modular control system. Renew Energy 50:847–857CrossRef
go back to reference Hossain MJ, Saha TK, Mithulananthan N, Pota HR (2012) Robust control strategy for PV system integration in distribution systems. Appl Energy 99:355–362CrossRef Hossain MJ, Saha TK, Mithulananthan N, Pota HR (2012) Robust control strategy for PV system integration in distribution systems. Appl Energy 99:355–362CrossRef
go back to reference Kumar J, Letha SS, Thakur T (2016) Harmonic elimination of a photo-voltaic based cascaded H-bridge multilevel inverter using PSO (particle swarm optimization) for induction motor drive. Energy 107:335–346CrossRef Kumar J, Letha SS, Thakur T (2016) Harmonic elimination of a photo-voltaic based cascaded H-bridge multilevel inverter using PSO (particle swarm optimization) for induction motor drive. Energy 107:335–346CrossRef
go back to reference Li CH, Zhu XJ, Cao GY, Sui S, Hu MR (2009a) Dynamic modelling and sizing optimization of standalone photovoltaic power systems using hybrid energy storage technology. Renew Energy 32(3):815–826CrossRef Li CH, Zhu XJ, Cao GY, Sui S, Hu MR (2009a) Dynamic modelling and sizing optimization of standalone photovoltaic power systems using hybrid energy storage technology. Renew Energy 32(3):815–826CrossRef
go back to reference Li CH, Zhu XJ, Cao GY, Sui S, Hu MR (2009b) Dynamic modelling and sizing optimization of standalone photovoltaic power systems using hybrid energy storage technology. Renew Energy 32(3):815–826CrossRef Li CH, Zhu XJ, Cao GY, Sui S, Hu MR (2009b) Dynamic modelling and sizing optimization of standalone photovoltaic power systems using hybrid energy storage technology. Renew Energy 32(3):815–826CrossRef
go back to reference Mellit A, Kaogirou SA, Hontoria L, Shaari S (2009) Artificial intelligence techniques for sizing photovoltaic systems: a review. Renew Sustain Energy 13(2):406–419CrossRef Mellit A, Kaogirou SA, Hontoria L, Shaari S (2009) Artificial intelligence techniques for sizing photovoltaic systems: a review. Renew Sustain Energy 13(2):406–419CrossRef
go back to reference Mhusa NJ, Nyakoe GN, Mgaya EV (2015) Power management in photovoltaic-wind hybrid system based on artificial intelligence. J Multidiscip Eng Sci Technol 2:140–148 Mhusa NJ, Nyakoe GN, Mgaya EV (2015) Power management in photovoltaic-wind hybrid system based on artificial intelligence. J Multidiscip Eng Sci Technol 2:140–148
go back to reference Negi S, Mathew L (2014) Hybrid renewable energy system: a review. Int J Electron Electr Eng 7(5):535–542 Negi S, Mathew L (2014) Hybrid renewable energy system: a review. Int J Electron Electr Eng 7(5):535–542
go back to reference Nema P, Nema RK, Rangnekar S (2009) A current and future state of art development of hybrid energy system using wind and PV-solar: a review. Renew Sustain Energy Rev 13:2096–2103CrossRef Nema P, Nema RK, Rangnekar S (2009) A current and future state of art development of hybrid energy system using wind and PV-solar: a review. Renew Sustain Energy Rev 13:2096–2103CrossRef
go back to reference Ozpineci B, Tolbert LM, Chiasson JN (2005) harmonic optimization of multilevel converters using genetic algorithms. IEEE Power Electron Lett 3(3):92–95CrossRef Ozpineci B, Tolbert LM, Chiasson JN (2005) harmonic optimization of multilevel converters using genetic algorithms. IEEE Power Electron Lett 3(3):92–95CrossRef
go back to reference Tina GM, Gagliano S (2011) Probabilistic modelling of hybrid solar/wind power system with solar tracking. Renew Energy 36(1):1717–1727 Tina GM, Gagliano S (2011) Probabilistic modelling of hybrid solar/wind power system with solar tracking. Renew Energy 36(1):1717–1727
go back to reference Yang HX, Lu L, Zhou W (2007) A novel optimization sizing model for hybrid solar wind power generation system. Sol Energy 81(1):76–84CrossRef Yang HX, Lu L, Zhou W (2007) A novel optimization sizing model for hybrid solar wind power generation system. Sol Energy 81(1):76–84CrossRef
Metadata
Title
A model predictive controller for improvement in power quality from a hybrid renewable energy system
Authors
R. Muthukumar
P. Balamurugan
Publication date
17-11-2018
Publisher
Springer Berlin Heidelberg
Published in
Soft Computing / Issue 8/2019
Print ISSN: 1432-7643
Electronic ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-018-3626-7

Other articles of this Issue 8/2019

Soft Computing 8/2019 Go to the issue

Premium Partner