Skip to main content
Top
Published in: Energy Systems 3/2022

18-04-2021 | Original Paper

Experimental evaluation of adaptive maximum power point tracking for a standalone photovoltaic system

Authors: Ihechiluru Anya, Chitta Saha, Hafiz Ahmed, Sujan Rajbhandari, Nazmul Huda, Asim Mumtaz

Published in: Energy Systems | Issue 3/2022

Log in

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

search-config
loading …

Abstract

The adaptability of maximum power point tracking (MPPT) of a solar PV system is important for integration to a microgrid. Depending on what fixed step-size the MPPT controller implements, there is an impact on settling time to reach the maximum power point (MPP) and the steady state operation for conventional tracking techniques. This paper presents experimental results of an adaptive tracking technique based on Perturb and Observe (P&O) and Incremental Conductance (IC) for standalone Photovoltaic (PV) systems under uniform irradiance and partial shading conditions. Analysis and verification of measured and MATLAB/Simulink simulation results have been carried out. The adaptive tracking technique splits the operational region of the solar PV’s power–voltage characteristic curve into four and six operational sectors to understand the MPP response and stability of the technique. By implementing more step-sizes at sector locations based on the distance of the sector from the MPP, the challenges associated with fixed step-size is improved on.The measured and simulation results clearly indicate that the proposed system tracks MPP faster and displays better steady state operation than conventional system. The proposed system’s tracking efficiency is over 10% greater than the conventional system for all techniques. The proposed system has been under partial shading condition has been and it outperforms other techniques with the GMPP achieved in 0.9 s which is better than conventional techniques.

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!

Literature
1.
go back to reference BP Energy Economics, 2018 BP Energy Outlook 2018 BP Energy Outlook. 2018, BP Energy Outlook p. 125 (2018) BP Energy Economics, 2018 BP Energy Outlook 2018 BP Energy Outlook. 2018, BP Energy Outlook p. 125 (2018)
2.
go back to reference UK Renewable Energy Roadmap. Department of Energy and Climate Change (2011) UK Renewable Energy Roadmap. Department of Energy and Climate Change (2011)
3.
go back to reference Tawil, T.E., Charpentier, J.F., Benbouzid, M.: Sizing and rough optimization of a hybrid renewable-based farm in a stand-alone marine context. Renew. Energy 115, 1134 (2018)CrossRef Tawil, T.E., Charpentier, J.F., Benbouzid, M.: Sizing and rough optimization of a hybrid renewable-based farm in a stand-alone marine context. Renew. Energy 115, 1134 (2018)CrossRef
4.
go back to reference Sheng, L., Zhou, Z., Charpentier, J., Benbouzid, M.: Stand-alone island daily power management using a tidal turbine farm and an ocean compressed air energy storage system. Renew. Energy 103, 286 (2017)CrossRef Sheng, L., Zhou, Z., Charpentier, J., Benbouzid, M.: Stand-alone island daily power management using a tidal turbine farm and an ocean compressed air energy storage system. Renew. Energy 103, 286 (2017)CrossRef
5.
go back to reference Moluguri, N.Kumar, Murthy, C.Rama, Harshavardhan, V.: Solar energy system and design—review. Mater. Today Proc. 3(10), 3637 (2016)CrossRef Moluguri, N.Kumar, Murthy, C.Rama, Harshavardhan, V.: Solar energy system and design—review. Mater. Today Proc. 3(10), 3637 (2016)CrossRef
6.
go back to reference Kabir, E., Kumar, P., Kumar, S., Adelodun, A.A., Kim, K.H.: Solar energy: potential and future prospects. Renew. Sustain. Energy Rev. 82, 894 (2018)CrossRef Kabir, E., Kumar, P., Kumar, S., Adelodun, A.A., Kim, K.H.: Solar energy: potential and future prospects. Renew. Sustain. Energy Rev. 82, 894 (2018)CrossRef
7.
go back to reference Solangi, K.H., Islam, M.R., Saidur, R., Rahim, N.A., Fayaz, H.: A review on global solar energy policy. Renew. Sustain. Energy Rev. 15, 2149 (2011)CrossRef Solangi, K.H., Islam, M.R., Saidur, R., Rahim, N.A., Fayaz, H.: A review on global solar energy policy. Renew. Sustain. Energy Rev. 15, 2149 (2011)CrossRef
8.
go back to reference Huynh, D.C., Dunnigan, M.W.: Development and comparison of an improved incremental conductance algorithm for tracking the MPP of a solar PV panel. IEEE Trans. Sustain. Energy 7(4), 1421 (2016)CrossRef Huynh, D.C., Dunnigan, M.W.: Development and comparison of an improved incremental conductance algorithm for tracking the MPP of a solar PV panel. IEEE Trans. Sustain. Energy 7(4), 1421 (2016)CrossRef
9.
go back to reference Grancini, G.: A new era for solar energy: hybrid perovskite rocks. Photoniques, pp. 24–31 (2019) Grancini, G.: A new era for solar energy: hybrid perovskite rocks. Photoniques, pp. 24–31 (2019)
10.
go back to reference Racharla, S., Rajan, K.: Solar tracking system—a review. Int. J. Sustain. Eng. 10(2), 72 (2017) Racharla, S., Rajan, K.: Solar tracking system—a review. Int. J. Sustain. Eng. 10(2), 72 (2017)
11.
go back to reference Eldin, S.S., Abd-Elhady, M., Kandil, H.: Feasibility of solar tracking systems for PV panels in hot and cold regions. Renew. Energy 85, 228 (2016)CrossRef Eldin, S.S., Abd-Elhady, M., Kandil, H.: Feasibility of solar tracking systems for PV panels in hot and cold regions. Renew. Energy 85, 228 (2016)CrossRef
12.
go back to reference Tan, C.W.T.C.W., Green, T., Hernandez-Aramburo, C.: Analysis of perturb and observe maximum power point tracking algorithm for photovoltaic applications. 2008 IEEE 2nd International Power and Energy Conference (PECon 08), 237 (2008) Tan, C.W.T.C.W., Green, T., Hernandez-Aramburo, C.: Analysis of perturb and observe maximum power point tracking algorithm for photovoltaic applications. 2008 IEEE 2nd International Power and Energy Conference (PECon 08), 237 (2008)
13.
go back to reference Ramli, M.A., Twaha, S., Ishaque, K., Al-Turki, Y.A.: A review on maximum power point tracking for photovoltaic systems with and without shading conditions. Renew. Sustain. Energy Rev. 67, 144 (2017)CrossRef Ramli, M.A., Twaha, S., Ishaque, K., Al-Turki, Y.A.: A review on maximum power point tracking for photovoltaic systems with and without shading conditions. Renew. Sustain. Energy Rev. 67, 144 (2017)CrossRef
14.
go back to reference Ishaque, K., Salam, Z.: A review of maximum power point tracking techniques of PV system for uniform insolation and partial shading condition. Renew. Sustain. Energy Rev. 19, 475–488 (2013) Ishaque, K., Salam, Z.: A review of maximum power point tracking techniques of PV system for uniform insolation and partial shading condition. Renew. Sustain. Energy Rev. 19, 475–488 (2013)
15.
go back to reference Liu, Y.H., Huang, S.C., Huang, J.W., Liang, W.C.: A particle swarm optimization-based maximum power point tracking algorithm for PV systems operating under partially shaded conditions. IEEE Trans. Energy Convers. 27(4), 1027 (2012)CrossRef Liu, Y.H., Huang, S.C., Huang, J.W., Liang, W.C.: A particle swarm optimization-based maximum power point tracking algorithm for PV systems operating under partially shaded conditions. IEEE Trans. Energy Convers. 27(4), 1027 (2012)CrossRef
16.
go back to reference Masoum, M.A.S., Dehbonei, H., Fuchs, E.F.: Theoretical and experimental analyses of photovoltaic systems with voltage- and current-based maximum power-point tracking. IEEE Trans. Energy Convers. 17(May), 514 (2014) Masoum, M.A.S., Dehbonei, H., Fuchs, E.F.: Theoretical and experimental analyses of photovoltaic systems with voltage- and current-based maximum power-point tracking. IEEE Trans. Energy Convers. 17(May), 514 (2014)
17.
go back to reference Algarín, C.R., Giraldo, J.T., Álvarez, O.R.: Fuzzy logic based MPPT controller for a PV system. Energies 10(12) (2017) Algarín, C.R., Giraldo, J.T., Álvarez, O.R.: Fuzzy logic based MPPT controller for a PV system. Energies 10(12) (2017)
18.
go back to reference Penella, M.T., Gasulla, M.: A simple and efficient MPPT method for low-power PV cells. Int. J. Photoenergy 2014(1), 1 (2014)CrossRef Penella, M.T., Gasulla, M.: A simple and efficient MPPT method for low-power PV cells. Int. J. Photoenergy 2014(1), 1 (2014)CrossRef
19.
go back to reference Islam, H., Mekhilef, S., Shah, N., Soon, T., Seyedmahmousian, M., Horan, B., Stojcevski, A.: Performance evaluation of maximum power point tracking approaches and photovoltaic systems. Energies 11(2), 365 (2018)CrossRef Islam, H., Mekhilef, S., Shah, N., Soon, T., Seyedmahmousian, M., Horan, B., Stojcevski, A.: Performance evaluation of maximum power point tracking approaches and photovoltaic systems. Energies 11(2), 365 (2018)CrossRef
20.
go back to reference Houssamo, I., Locment, F., Sechilariu, M.: Maximum power tracking for photovoltaic power system: development and experimental comparison of two algorithms. Renew. Energy 35(10), 2381 (2010)CrossRef Houssamo, I., Locment, F., Sechilariu, M.: Maximum power tracking for photovoltaic power system: development and experimental comparison of two algorithms. Renew. Energy 35(10), 2381 (2010)CrossRef
21.
go back to reference Piegari, L., Rizzo, R., Spina, I., Tricoli, P.: Optimized adaptive perturb and observe maximum power point tracking control for photovoltaic generation. Energies 8(5), 3418 (2015)CrossRef Piegari, L., Rizzo, R., Spina, I., Tricoli, P.: Optimized adaptive perturb and observe maximum power point tracking control for photovoltaic generation. Energies 8(5), 3418 (2015)CrossRef
22.
go back to reference Jaen, C., Moyano, C., Santacruz, X., Pou, J., Arias, A.: Overview of maximum power point tracking control techniques used in photovoltaic systems. In: Proceedings of the 15th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2008, pp. 1099–1102 (2008) Jaen, C., Moyano, C., Santacruz, X., Pou, J., Arias, A.: Overview of maximum power point tracking control techniques used in photovoltaic systems. In: Proceedings of the 15th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2008, pp. 1099–1102 (2008)
23.
go back to reference Putri, R.I., Wibowo, S., Rifa’i, M.: .Maximum power point tracking for photovoltaic using incremental conductance method. Energy Procedia 68, 22–30 (2015) Putri, R.I., Wibowo, S., Rifa’i, M.: .Maximum power point tracking for photovoltaic using incremental conductance method. Energy Procedia 68, 22–30 (2015)
24.
go back to reference Visweswara, K.: An investigation of incremental conductance based maximum power point tracking for photovoltaic system. Energy Procedia 54, 11 (2014)CrossRef Visweswara, K.: An investigation of incremental conductance based maximum power point tracking for photovoltaic system. Energy Procedia 54, 11 (2014)CrossRef
25.
go back to reference Ghassami, A.Akbar, Sadeghzadeh, S.Mohammad, Soleimani, A.: A high performance maximum power point tracker for PV systems. Electr. Power Energy Syst. 53, 237 (2013)CrossRef Ghassami, A.Akbar, Sadeghzadeh, S.Mohammad, Soleimani, A.: A high performance maximum power point tracker for PV systems. Electr. Power Energy Syst. 53, 237 (2013)CrossRef
26.
go back to reference Ganesh, V., Jadhav, C.B., Choudhari, Y.R., Kate, O.N., Rajguru, V.S.: 2017 7th International Conference on Power Systems (ICPS), pp. 7–12 (2017) Ganesh, V., Jadhav, C.B., Choudhari, Y.R., Kate, O.N., Rajguru, V.S.: 2017 7th International Conference on Power Systems (ICPS), pp. 7–12 (2017)
27.
go back to reference Yüksek, G., Mete, A.N.: A novel variable step size adaptive conductance ratio algorithm for MPPT in solar PV systems. In: 2017 10th International Conference on Electrical and Electronics Engineering (ELECO), pp. 949–953 (2017) Yüksek, G., Mete, A.N.: A novel variable step size adaptive conductance ratio algorithm for MPPT in solar PV systems. In: 2017 10th International Conference on Electrical and Electronics Engineering (ELECO), pp. 949–953 (2017)
28.
go back to reference Anya, I.F., Saha, C., Ahmed, H., Huda, N., Sujan, R.: Performance improvement of perturb and observe maximum power point tracking technique for solar PV applications, chap. 8. In: Eltamaly, A.A.Y., Ali, M. (eds.) Modern MPPT Techniques for Photovoltaic Energy Systems, 1st edn. Springer International Publishing, Cham (2019) Anya, I.F., Saha, C., Ahmed, H., Huda, N., Sujan, R.: Performance improvement of perturb and observe maximum power point tracking technique for solar PV applications, chap. 8. In: Eltamaly, A.A.Y., Ali, M. (eds.) Modern MPPT Techniques for Photovoltaic Energy Systems, 1st edn. Springer International Publishing, Cham (2019)
29.
go back to reference Lappalainen, K., Valkealahti, S.: Output power variation of different PV array configurations during irradiance transitions caused by moving clouds. Appl. Energy 190, 902 (2017)CrossRef Lappalainen, K., Valkealahti, S.: Output power variation of different PV array configurations during irradiance transitions caused by moving clouds. Appl. Energy 190, 902 (2017)CrossRef
30.
go back to reference Ramli, M.Z., Salam, Z.: Performance evaluation of dc power optimizer (DCPO) for photovoltaic (PV) system during partial shading. Renew. Energy 139, 1336 (2019)CrossRef Ramli, M.Z., Salam, Z.: Performance evaluation of dc power optimizer (DCPO) for photovoltaic (PV) system during partial shading. Renew. Energy 139, 1336 (2019)CrossRef
31.
go back to reference Alonso, R., Ibá nez, P., Martínez, V., Román, E., Sanz, A.: 13th European Conference on Power Electronics and Applications, 2009. EPE ’09, pp. 1–8 (2009) Alonso, R., Ibá nez, P., Martínez, V., Román, E., Sanz, A.: 13th European Conference on Power Electronics and Applications, 2009. EPE ’09, pp. 1–8 (2009)
32.
go back to reference Sundareswaran, K., Palani, S., Vigneshkumar, V.: An innovative perturb, observe and check algorithm for partially shaded PV systems. IET Renew. Power Gen. 9(7), 757 (2015)CrossRef Sundareswaran, K., Palani, S., Vigneshkumar, V.: An innovative perturb, observe and check algorithm for partially shaded PV systems. IET Renew. Power Gen. 9(7), 757 (2015)CrossRef
33.
go back to reference Lian, K.L., Jhang, J.H., Tian, I.S.: A maximum power point tracking method based on perturb-and-observe combined with particle swarm optimization. IEEE J. Photovolt. 4(2), 626 (2014)CrossRef Lian, K.L., Jhang, J.H., Tian, I.S.: A maximum power point tracking method based on perturb-and-observe combined with particle swarm optimization. IEEE J. Photovolt. 4(2), 626 (2014)CrossRef
34.
go back to reference Jiang, L.L., Nayanasiri, D., Maskell, D.L., Vilathgamuwa, D.: A hybrid maximum power point tracking for partially shaded photovoltaic systems in the tropics. Renew. Energy 76, 53 (2015)CrossRef Jiang, L.L., Nayanasiri, D., Maskell, D.L., Vilathgamuwa, D.: A hybrid maximum power point tracking for partially shaded photovoltaic systems in the tropics. Renew. Energy 76, 53 (2015)CrossRef
35.
go back to reference Benlahbib, B., Bouarroudj, N., Mekhilef, S., Abdelkrim, T., Lakhdari, A., Bouchafaa, F.: A fuzzy logic controller based on maximum power point tracking algorithm for partially shaded PV array-experimental validation. Elektronika ir Elektrotechnika, pp. 38–44 (2018) Benlahbib, B., Bouarroudj, N., Mekhilef, S., Abdelkrim, T., Lakhdari, A., Bouchafaa, F.: A fuzzy logic controller based on maximum power point tracking algorithm for partially shaded PV array-experimental validation. Elektronika ir Elektrotechnika, pp. 38–44 (2018)
36.
go back to reference Sundareswaran, K., Vignesh kumar, V., Palani, S.: Application of a combined particle swarm optimization and perturb and observe method for MPPT in PV systems under partial shading conditions. Renew. Energy 75, 308 (2015) Sundareswaran, K., Vignesh kumar, V., Palani, S.: Application of a combined particle swarm optimization and perturb and observe method for MPPT in PV systems under partial shading conditions. Renew. Energy 75, 308 (2015)
37.
go back to reference Abdullahi, N., Saha, C., Jinks, R.: Modelling and performance analysis of a silicon PV module. J. Renew. Sustain. Energy 033501, 1 (2017) Abdullahi, N., Saha, C., Jinks, R.: Modelling and performance analysis of a silicon PV module. J. Renew. Sustain. Energy 033501, 1 (2017)
38.
go back to reference Ramyar, A., Iman-Eini, H., Farhangi, S.: Global maximum power point tracking method for photovoltaic arrays under partial shading conditions. IEEE Trans. Ind. Electron. 64(4), 2855 (2017)CrossRef Ramyar, A., Iman-Eini, H., Farhangi, S.: Global maximum power point tracking method for photovoltaic arrays under partial shading conditions. IEEE Trans. Ind. Electron. 64(4), 2855 (2017)CrossRef
39.
go back to reference Femia, N., Petrone, G., Spagnuolo, G., Vitelli, M.: Power electronics and control techniques for maximum energy harvesting in photovoltaic systems. In: Power Electronics and Control Techniques for Maximum Energy Harvesting in Photovoltaic Systems, 1st edn. CRC Press (2013) Femia, N., Petrone, G., Spagnuolo, G., Vitelli, M.: Power electronics and control techniques for maximum energy harvesting in photovoltaic systems. In: Power Electronics and Control Techniques for Maximum Energy Harvesting in Photovoltaic Systems, 1st edn. CRC Press (2013)
40.
go back to reference Erickson, R.W., Maksimovic, D.: Fundamentals of Power Electronics, 2nd edn. Springer (2001) Erickson, R.W., Maksimovic, D.: Fundamentals of Power Electronics, 2nd edn. Springer (2001)
41.
go back to reference Luo, F.L., Ye, H.: Small signal analysis of energy factor and mathematical modeling for power DC–DC converters. IEEE Trans. Power Electron. 22(1), 69 (2007)CrossRef Luo, F.L., Ye, H.: Small signal analysis of energy factor and mathematical modeling for power DC–DC converters. IEEE Trans. Power Electron. 22(1), 69 (2007)CrossRef
42.
go back to reference Ramani, S., Kollimalla, S.K., Arundhati, B.: Comparative study of P&O and incremental conductance method for PV system. In: 2017 International Conference on Circuit, Power and Computing Technologies (ICCPCT), pp. 1–7 (2017) Ramani, S., Kollimalla, S.K., Arundhati, B.: Comparative study of P&O and incremental conductance method for PV system. In: 2017 International Conference on Circuit, Power and Computing Technologies (ICCPCT), pp. 1–7 (2017)
43.
go back to reference Jha, K., Dahiya, R.: Numerical Optimization in Engineering and Sciences. Advances in Intelligent Systems and Computing. Springer International Publishing, Singapore (2020) Jha, K., Dahiya, R.: Numerical Optimization in Engineering and Sciences. Advances in Intelligent Systems and Computing. Springer International Publishing, Singapore (2020)
44.
go back to reference Ahmed, J., Salam, Z.: Comparative study of perturb & observe (P&O) and incremental conductance (IC) MPPT technique of PV system. IEEE Trans. Ind. Inform. 11(6), 1378 (2015)CrossRef Ahmed, J., Salam, Z.: Comparative study of perturb & observe (P&O) and incremental conductance (IC) MPPT technique of PV system. IEEE Trans. Ind. Inform. 11(6), 1378 (2015)CrossRef
45.
go back to reference Alajmi, B.N., Ahmed, K.H., Finney, S.J., Williams, B.W.: A maximum power point tracking technique for partially shaded photovoltaic systems in microgrids. IEEE Trans. Ind. Electron. 60(4), 1596 (2013)CrossRef Alajmi, B.N., Ahmed, K.H., Finney, S.J., Williams, B.W.: A maximum power point tracking technique for partially shaded photovoltaic systems in microgrids. IEEE Trans. Ind. Electron. 60(4), 1596 (2013)CrossRef
46.
go back to reference Manickam, C., Raman, G.R., Raman, G.P., Ganesan, S.I., Nagamani, C.: A hybrid algorithm for tracking of GMPP based on P&O and PSO with reduced power oscillation in string inverters. IEEE Trans. Ind. Electron. 63(10), 6097 (2016)CrossRef Manickam, C., Raman, G.R., Raman, G.P., Ganesan, S.I., Nagamani, C.: A hybrid algorithm for tracking of GMPP based on P&O and PSO with reduced power oscillation in string inverters. IEEE Trans. Ind. Electron. 63(10), 6097 (2016)CrossRef
Metadata
Title
Experimental evaluation of adaptive maximum power point tracking for a standalone photovoltaic system
Authors
Ihechiluru Anya
Chitta Saha
Hafiz Ahmed
Sujan Rajbhandari
Nazmul Huda
Asim Mumtaz
Publication date
18-04-2021
Publisher
Springer Berlin Heidelberg
Published in
Energy Systems / Issue 3/2022
Print ISSN: 1868-3967
Electronic ISSN: 1868-3975
DOI
https://doi.org/10.1007/s12667-021-00436-w

Other articles of this Issue 3/2022

Energy Systems 3/2022 Go to the issue