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Forecasting Impact of Demand Side Management on Malaysia s Power Generation using System Dynamic Approach

Author

Listed:
  • Muhammad Mutasim Billah Tufail

    (Department of Management Sciences, Bahria University, Karachi Campus, Pakistan,)

  • Mohd Nasrun Mohd Nawi

    (Disaster Management Institute, School of Technology Management and Logistics, Universiti Utara Malaysia, Malaysia,)

  • Akhtiar Ali

    (Wuhan University of Technology, China,)

  • Faizal Baharum

    (School of Housing, Building and Planning, Universiti Sains Malaysia, 11800, Penang, Malaysia,)

  • Mohamad Zamhari Tahir

    (Faculty of Business and Management, DRBHICOM University of Automotive Malaysia, 26607, Pekan, Pahang, Malaysia)

  • Anas Abdelsatar Mohammad Salameh

    (Department of Management Information Systems College of Business Administration, Prince Sattam bin Abdulaziz University, 165 Al-Kharj 11942, Saudi Arabia.)

Abstract

Rapid economic growth, increasing population, industrialization and high living standards have increased the electricity demand more than ever before. Efficient energy planning and management is always considered as the greatest challenge in all over the world. Among the other factors availability of electricity is the main bottleneck to the economic growth and industrial revolution. Considering this fact, it becomes necessary for academicians, government agencies and electricity companies to construct more efficient methodologies and procedures to predict long-term electricity demand. The objective of this article represents the initiative towards understanding and analyzing the importance of demand-side management (DSM) in forecasting electricity demand by using a system dynamics approach. This study examines the long term impact of demand-side management variables including HER (Home energy report), MEPS (Minimum Energy Performance Standards) and NEEAP (National Energy Efficiency Action Plan). The future installation capacity of Malaysia s power generation is evaluated considering the factors of population, per capita electricity consumption, efficiency, capacity margin and DSM. The forecasting horizon of the simulation model is 15 years from 2016 to 2030.

Suggested Citation

  • Muhammad Mutasim Billah Tufail & Mohd Nasrun Mohd Nawi & Akhtiar Ali & Faizal Baharum & Mohamad Zamhari Tahir & Anas Abdelsatar Mohammad Salameh, 2021. "Forecasting Impact of Demand Side Management on Malaysia s Power Generation using System Dynamic Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 11(4), pages 412-418.
  • Handle: RePEc:eco:journ2:2021-04-47
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    References listed on IDEAS

    as
    1. Ahmad, Salman & Tahar, Razman Mat, 2014. "Selection of renewable energy sources for sustainable development of electricity generation system using analytic hierarchy process: A case of Malaysia," Renewable Energy, Elsevier, vol. 63(C), pages 458-466.
    2. Zhe Geng, 2021. "Russian Energy Strategies in the Natural Gas Market for Energy Security," International Journal of Energy Economics and Policy, Econjournals, vol. 11(2), pages 62-66.
    3. Adinda Franky Nelwan & Rinaldy Dalimi & Chairul Hudaya, 2021. "A New Formula to Quantify the National Energy Security of the World s Top Ten Most Populous Nations," International Journal of Energy Economics and Policy, Econjournals, vol. 11(1), pages 394-406.
    4. Uyeh Daniel Dooyum & Alexey Mikhaylov & Igor Varyash, 2020. "Energy Security Concept in Russia and South Korea," International Journal of Energy Economics and Policy, Econjournals, vol. 10(4), pages 102-107.
    5. Ong, H.C. & Mahlia, T.M.I. & Masjuki, H.H., 2011. "A review on energy scenario and sustainable energy in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 639-647, January.
    6. A. A. Hezri & Mohd. Nordin Hasan, 2006. "Towards sustainable development? The evolution of environmental policy in Malaysia," Natural Resources Forum, Blackwell Publishing, vol. 30(1), pages 37-50, February.
    7. Fitriyanti Mayasari & Rinaldy Dalimi & Widodo Wahyu Purwanto, 2019. "Projection of Biodiesel Production in Indonesia to Achieve National Mandatory Blending in 2025 using System Dynamics Modeling," International Journal of Energy Economics and Policy, Econjournals, vol. 9(6), pages 421-429.
    8. Yosef Lefaan & Rinaldy Dalimi & Julius Ary Mollet, 2019. "Human Development Concept and Electrical System Simulation Using System Dynamics Model for Papua Province, Indonesia," International Journal of Energy Economics and Policy, Econjournals, vol. 9(6), pages 199-209.
    9. Oh, Tick Hui & Pang, Shen Yee & Chua, Shing Chyi, 2010. "Energy policy and alternative energy in Malaysia: Issues and challenges for sustainable growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(4), pages 1241-1252, May.
    10. Ali Mirchi & Kaveh Madani & David Watkins & Sajjad Ahmad, 2012. "Synthesis of System Dynamics Tools for Holistic Conceptualization of Water Resources Problems," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(9), pages 2421-2442, July.
    11. Höök, Mikael & Tang, Xu, 2013. "Depletion of fossil fuels and anthropogenic climate change—A review," Energy Policy, Elsevier, vol. 52(C), pages 797-809.
    12. Muhammad-Sukki, Firdaus & Munir, Abu Bakar & Ramirez-Iniguez, Roberto & Abu-Bakar, Siti Hawa & Mohd Yasin, Siti Hajar & McMeekin, Scott G. & Stewart, Brian G., 2012. "Solar photovoltaic in Malaysia: The way forward," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 5232-5244.
    13. Sovacool, Benjamin K. & Drupady, Ira Martina, 2011. "Examining the Small Renewable Energy Power (SREP) Program in Malaysia," Energy Policy, Elsevier, vol. 39(11), pages 7244-7256.
    14. Jafar, Abdul Hamid & Al-Amin, Abul Quasem & Siwar, Chamhuri, 2008. "Environmental impact of alternative fuel mix in electricity generation in Malaysia," Renewable Energy, Elsevier, vol. 33(10), pages 2229-2235.
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    More about this item

    Keywords

    Energy forecasting; System Dynamics; Energy efficiency; Energy Demand Side Management;
    All these keywords.

    JEL classification:

    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • Q21 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Demand and Supply; Prices

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