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Photovoltaic Expansion-Limit through a Net Energy Metering Scheme for Selected Malaysian Public Hospitals

Author

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  • Mohd Effendi Amran

    (Engineering Services Division, Ministry of Health Malaysia, Putrajaya 62590, Malaysia
    Razak Faculty of Technology and Informatics, Universiti Teknologi Malaysia, Kuala Lumpur 54100, Malaysia)

  • Mohd Nabil Muhtazaruddin

    (Razak Faculty of Technology and Informatics, Universiti Teknologi Malaysia, Kuala Lumpur 54100, Malaysia)

  • Firdaus Muhammad-Sukki

    (School of Engineering, Robert Gordon University, Garthdee Road, Aberdeen, Scotland AB10 7GJ, UK)

  • Nurul Aini Bani

    (Razak Faculty of Technology and Informatics, Universiti Teknologi Malaysia, Kuala Lumpur 54100, Malaysia)

  • Tauran Zaidi Ahmad Zaidi

    (Engineering Services Division, Ministry of Health Malaysia, Putrajaya 62590, Malaysia)

  • Khairul Azmy Kamaluddin

    (Engineering Services Division, Ministry of Health Malaysia, Putrajaya 62590, Malaysia)

  • Jorge Alfredo Ardila-Rey

    (Department of Electrical Engineering, Universidad Técnica Federico Santa María, Santiago de Chile 8940000, Chile)

Abstract

This paper presents an optimization approach in determining the expansion-limit of Renewable Distributed Generation (DG) capacity through a Net Energy Metering (NEM) scheme specifically for selected Malaysian public hospitals. In this study, the total line loss reduction was analyzed and set as the main objective function in the optimization process where an acceptance region for DG extensiveness was proposed via the lower total line loss outcome value. Solar photovoltaic (PV)-type DG unit (PV-DG) was identified as the type of DG used in this paper. Artificial Bee Colony (ABC) algorithm was chosen to alleviate such PV-DG optimization. The distribution network uses a bus and line data setup from the three selected Malaysian public hospitals prior to three different levels, i.e., National, State, and District level hospitals. MATLAB simulation result showed the PV-DG expansion capacity towards bigger scale and location bounded by the U-trajectory shape theory which resulted in a contradiction between NEM current maximum capacity requirement and actual PV-DG expansion-limit. These limitations were also found to be different among three different level hospitals, and the expansion-limit was tailored by their own distribution network parameters. Thus, this paper provides technical justification and gives the best option to the renewable energy (RE) developer for more effective PV-DG integration through the utilization of a NEM scheme. The importance of the study is portrayed in-depth towards achieving a more sensible and accurate way of estimating the outcome. This will encourage developers, building owners, and users in participating towards achieving potential benefits both in monetary and power system reliability improvement, specifically for Malaysian public hospital applications.

Suggested Citation

  • Mohd Effendi Amran & Mohd Nabil Muhtazaruddin & Firdaus Muhammad-Sukki & Nurul Aini Bani & Tauran Zaidi Ahmad Zaidi & Khairul Azmy Kamaluddin & Jorge Alfredo Ardila-Rey, 2019. "Photovoltaic Expansion-Limit through a Net Energy Metering Scheme for Selected Malaysian Public Hospitals," Sustainability, MDPI, vol. 11(18), pages 1-30, September.
  • Handle: RePEc:gam:jsusta:v:11:y:2019:i:18:p:5131-:d:268711
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    References listed on IDEAS

    as
    1. Bhowmik, Chiranjib & Bhowmik, Sumit & Ray, Amitava & Pandey, Krishna Murari, 2017. "Optimal green energy planning for sustainable development: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 796-813.
    2. Muttaqi, K.M. & Le, An D.T. & Aghaei, J. & Mahboubi-Moghaddam, E. & Negnevitsky, M. & Ledwich, G., 2016. "Optimizing distributed generation parameters through economic feasibility assessment," Applied Energy, Elsevier, vol. 165(C), pages 893-903.
    3. Nur Hazirah Zaini & Mohd Zainal Abidin Ab. Kadir & Mohd Amran Mohd Radzi & Mahdi Izadi & Norhafiz Azis & Nor Izzati Ahmad & Mohd Solehin Mohd Nasir, 2017. "Lightning Surge Analysis on a Large Scale Grid-Connected Solar Photovoltaic System," Energies, MDPI, vol. 10(12), pages 1-18, December.
    4. Ould Bilal, B. & Sambou, V. & Ndiaye, P.A. & Kébé, C.M.F. & Ndongo, M., 2010. "Optimal design of a hybrid solar–wind-battery system using the minimization of the annualized cost system and the minimization of the loss of power supply probability (LPSP)," Renewable Energy, Elsevier, vol. 35(10), pages 2388-2390.
    5. Petinrin, J.O. & Shaaban, Mohamed, 2015. "Renewable energy for continuous energy sustainability in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 967-981.
    6. Huijben, J.C.C.M. & Verbong, G.P.J., 2013. "Breakthrough without subsidies? PV business model experiments in the Netherlands," Energy Policy, Elsevier, vol. 56(C), pages 362-370.
    7. Ho, W.S. & Hashim, H. & Hassim, M.H. & Muis, Z.A. & Shamsuddin, N.L.M., 2012. "Design of distributed energy system through Electric System Cascade Analysis (ESCA)," Applied Energy, Elsevier, vol. 99(C), pages 309-315.
    8. Zahedi, A., 2010. "A review on feed-in tariff in Australia, what it is now and what it should be," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3252-3255, December.
    9. Oh, Tick Hui & Hasanuzzaman, Md & Selvaraj, Jeyraj & Teo, Siew Chein & Chua, Shing Chyi, 2018. "Energy policy and alternative energy in Malaysia: Issues and challenges for sustainable growth – An update," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 3021-3031.
    10. Elkinton, Melissa R. & McGowan, Jon G. & Manwell, James F., 2009. "Wind power systems for zero net energy housing in the United States," Renewable Energy, Elsevier, vol. 34(5), pages 1270-1278.
    11. Van der Veen, Reinier A.C. & De Vries, Laurens J., 2009. "The impact of microgeneration upon the Dutch balancing market," Energy Policy, Elsevier, vol. 37(7), pages 2788-2797, July.
    12. Baños, R. & Manzano-Agugliaro, F. & Montoya, F.G. & Gil, C. & Alcayde, A. & Gómez, J., 2011. "Optimization methods applied to renewable and sustainable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 1753-1766, May.
    13. Sultana, U. & Khairuddin, Azhar B. & Aman, M.M. & Mokhtar, A.S. & Zareen, N., 2016. "A review of optimum DG placement based on minimization of power losses and voltage stability enhancement of distribution system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 63(C), pages 363-378.
    14. GhaffarianHoseini, AmirHosein & Dahlan, Nur Dalilah & Berardi, Umberto & GhaffarianHoseini, Ali & Makaremi, Nastaran & GhaffarianHoseini, Mahdiar, 2013. "Sustainable energy performances of green buildings: A review of current theories, implementations and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 1-17.
    15. Prasad, Monica & Munch, Steven, 2012. "State-level renewable electricity policies and reductions in carbon emissions," Energy Policy, Elsevier, vol. 45(C), pages 237-242.
    16. Hashim, Haslenda & Ho, Wai Shin, 2011. "Renewable energy policies and initiatives for a sustainable energy future in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4780-4787.
    17. Yang, Hongxing & Wei, Zhou & Chengzhi, Lou, 2009. "Optimal design and techno-economic analysis of a hybrid solar-wind power generation system," Applied Energy, Elsevier, vol. 86(2), pages 163-169, February.
    18. Savić, Aleksandar & Đurišić, Željko, 2014. "Optimal sizing and location of SVC devices for improvement of voltage profile in distribution network with dispersed photovoltaic and wind power plants," Applied Energy, Elsevier, vol. 134(C), pages 114-124.
    19. Muhammad-Sukki, Firdaus & Abu-Bakar, Siti Hawa & Munir, Abu Bakar & Mohd Yasin, Siti Hajar & Ramirez-Iniguez, Roberto & McMeekin, Scott G & Stewart, Brian G & Abdul Rahim, Ruzairi, 2014. "Progress of feed-in tariff in Malaysia: A year after," Energy Policy, Elsevier, vol. 67(C), pages 618-625.
    20. Hossain, M.J. & Saha, T.K. & Mithulananthan, N. & Pota, H.R., 2012. "Robust control strategy for PV system integration in distribution systems," Applied Energy, Elsevier, vol. 99(C), pages 355-362.
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    1. Alaa A. F. Husain & Maryam Huda Ahmad Phesal & Mohd Zainal Abidin Ab Kadir & Ungku Anisa Ungku Amirulddin & Abdulhadi H. J. Junaidi, 2021. "A Decade of Transitioning Malaysia toward a High-Solar PV Energy Penetration Nation," Sustainability, MDPI, vol. 13(17), pages 1-16, September.

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