Development of an energy management system for palm oil refinery facilities: implementing a systems approach

Authors

  • Febrian Febrian Andalas University
  • Adjar Pratoto Andalas University

Keywords:

Energy management system, Energy performance indicators, Specific energy consumption, Palm oil refinery

Abstract

This study aims to develop a proactive Energy Management System (EnMS) for a palm oil refinery using a comprehensive systems-based approach implemented carefully during the plant design phase. Unlike conventional methods that rely mainly on historical operational data, this research deliberately utilizes engineering design specifications together with simulation modeling to estimate accurate energy consumption baselines and formulate an ISO 50001-compliant EnMS. A regression-based analysis is systematically applied to define reliable Energy Performance Indicators (EnPIs), using production volume and running hours as key variables influencing overall energy utilization. The resulting analytical model estimates a Specific Energy Consumption (SEC) of 2.168 MWh/MT—significantly higher than the 0.45 MWh/MT BAT benchmark—primarily due to assumptions of full-capacity, simultaneous operation under conservative conditions. To support continuous energy performance improvement, the system incorporates PDCA-based review mechanisms and establishes progressive energy-saving targets: an initial 10% reduction, followed by 1–2% annual incremental improvements. Validation through structured feedback sessions from plant management confirmed the system's strong alignment with operational needs, feasibility within industrial contexts, and readiness for phased implementation. Ultimately, this study contributes a novel, simulation-based framework for integrating EnMS during the design stage, offering a scalable and adaptable model for energy-intensive industries that aim to enhance efficiency and achieve long-term sustainability from the outset.

References

International Energy Agency, 2021, World Energy Outlook 2021.

S. R. W. Alwi, M. A. T. Jaya, Z. A. Manan, “Cost effective retrofit of a palm oil refinery using pinch analysis”, Jurnal Teknologi, vol. 51, 2009, doi: 10.11113/jt.v51.144.

Mapping the palm oil value chain – Opportunities for sustainable palm oil in Indonesia and China, UNDP China, 2020.

M. A. Sulaiman, A. O. Oni, D. A. Fadare,”Energy and exergy analysis of a vegetable oil refinery”, Energy and power engineering, vol. 4, no. 1, pp. 358-364, 2012, doi: 10.4236/epe.2012.45047.

N. W. Qammar, Z. U. R. Afridi, S. W. Qammar, F. Muhammad, F. Ali, N. Ullah,”What factors cause weak industrial energy management practices?”, Strategic planning for energy and the environment, vol. 39, no. 1-4, pp. 93-116, 2021, doi: 10.13052/spee1048-4236.39145.

A. A. A. Gassar, C. Koo, T. W. Kim, S. H. Cha, “Performance optimization studies on heating, cooling and lighting energy systems of buildings during the design stage: a review”, Sustainability, vol. 13, 2021, doi: 10.3390/su13179815.

B. Dusi and R. Schultz, "Energy management and efficiency — A systems approach," 2012 IEEE-IAS/PCA 54th Cement Industry Technical Conference, San Antonio, TX, USA, pp. 1-8, 2012, doi: 10.1109/CITCON.2012.6215689.

A. McKane, D. Desai, M. Matteini, W. Meffert, R. Williams, R. Risser, “Thinking globally: How ISO 50001 – energy management can make industrial energy efficiency standard practice”, Lawrence Berkeley National Laboratory, 2009, doi: 10.2172/983191.

M. S. Genç, S. T. Azgin, Z. İpekli, “Assessing waste-to-energy potential and landfill site suitability via a holistic approach”, Process Safety and Environmental Protection, vol. 189, pp. 343–355, 2024, doi: 10.1016/j.psep.2024.06.064.

International Organization for Standardization, ISO 50001:2018 Energy Management Systems — Requirements with guidance for use, 2018.

F. Mohamad, N. H. Abdullah, N. K. Kamarudding, M. Mohammad, “Implementation of ISO50001 energy management system – a case study of a Malaysian copper manufacturer”, Research acculturation grant scheme, 2014, doi: 10.1109/ISTMET.2014.6936518.

E. Andersson, P. Thollander, “Key performance indicators for energy management in the Swedish pulp and paper industry”, Energy strategy reviews, vol. 24, pp. 229-235, 2019, doi: 10.1016/j.esr.2019.03.004.

D. Apriyanti, B. Warsito and T. Prasetyo, "Creating Green Industry through the Implementation of an Energy Management System : Case Study at PT. X," 2018 Conference on Power Engineering and Renewable Energy (ICPERE), Solo, Indonesia, pp. 1-5, 2018, doi: 10.1109/ICPERE.2018.8739493.

M. B. Custodio, W. M. Rodriguez, D. A. Giron, A. N. Ayala, J. A. Sanchez, A. M. Vilela, S. R. Yovera, A. C. Diaz, E. D. Ronceroz, “Energy efficiency management according to ISO 50001: A case study in the brick industry”, EAI Endorsed Trans Energy Web, vol. 10, 2023, doi: 10.4108/ew.3560.

B. L. Capehart, W. C. Turner, and W. J. Kennedy, “Guide To Energy Management,” 7th ed., Lilburn, GA: The Fairmont Press, 2012.

P. Thollander, J. Palm, “Improving energy efficiency in industrial energy systems”, Springer, 2013, doi: 10.1007/978-1-4471-4162-4.

P. Karcher, “Success factors and organizational approaches for the implementation of energy management systems according to ISO 50001”, The TQM journal, vol. 27, no. 4, pp. 361-381, 2015, doi: 10.1108/TQM-01-2015-0016.

International Organization for Standardization, ISO 50006:2023 Energy Management Systems-Evaluating Energy Performance Using Energy Performance Indicators and Energy Baselines, 2023.

G. May, M. Taisch, D. Kelly, “Enhanced energy management in manufacturing through system integration”, Researchgate conference paper, 2013, doi: 10.1109/IECON.2013.6700386.

Y. Yang, M. Wei, Z. Liu, Y. Wang, C. Cai, M. Zhou, F. Song, “Integrated energy system multi-level planning model based on scenario reasoning, equipment selection, and capacity optimization”, International Journal of Green Energy, vol. 19, no. 14, pp. 1512–1530, 2021, doi: 10.1080/15435075.2021.2008397.

E. Elbeltagi, H. Wefki, R. Khallaf, “Sustainable Building Optimization Model for Early-Stage Design”, Buildings, vol. 13, no. 74, 2023, doi: 10.3390/buildings13010074.

R. Williams, A. McKane, “Global overview – the systems approach to energy efficiency in industry”, WIREs Energy Environ, vol. 2, pp. 363-373, 2013, doi: 10.1002/wene.72.

L. Miserocchi, A. Franco, D. Testi, “An integrated framework for energy performance improvement in manufacturing: from mapping to optimization”, Journal of cleaner production, vol. 411, 2023, doi: 10.1016/j.jclepro.2023.137387.

F. M. Kanchiralla, N. Jalo, S. Johnsson, P. Thollander, M. Andersson, “Energy end-use categorization and performance indicators for energy management in the engineering industry”, Energies, vol. 13, no. 369, 2020, doi: 10.3390/en13020369.

Y. S. Tan, T. B. Tjandra, B. Song, “Energy efficiency benchmarking methodology for mass and high-mix low-volume productions”, Procedia CIRP, vol. 29, pp. 120-125, 2015, doi: 10.1016/j.procir.2015.02.200.

P. Hehenberger, D. Leherbauer, O. Penas, R. Delabeye, S. Patalano, F. Vitolo, A. Rega, P. Alefragis, M. Birbas, A. Birbas, P. Katrakazas, “Holistic System Modelling and Analysis for Energy-Aware Production: An Integrated Framework”, Systems, vol. 11, no. 100, 2023, doi: 10.3390/systems11020100.

E. Andersson, H. Dernegard, M. Wallen, P. Thollander, “Decarbonization of industry: Implementation of energy performance indicators for successful energy management practices in kraft pulp mills”, Energy reports, vol. 7, pp. 1808-1817, 2021, doi: 10.1016/j.egyr.2021.03.009.

K. Tanaka, “Assessment of energy efficiency performance measures in industry and their application for policy”, Energy policy, vol. 36, no. 8, pp. 2887-2902, 2008, doi: 10.1016/j.enpol.2008.03.032.

E. Andersson, O. Arfwidsson, P. Thollander, “Benchmarking energy performance of industrial small and medium-sized enterprises using an energy efficiency index: Results based on an energy audit policy program”, Journal of cleaner production, 2018, doi: 10.1016/j.jclepro.2018.02.027.

K. Sommart, S. Pipatmanomai, “Assessment and improvement of energy utilization in crude palm oil mill”, International conference on chemistry and chemical process, vol. 10, 2011.

Z. Noranai, N. F. M. Joharudin, M. A. A. Redzwan, N. A. Latif, N. Z. Hassan, “Improving energy efficiency at palm oil mill industries”, Journal of physics: conference series, 2021, doi: 10.1088/1742-6596/1874/1/012013.

S. Lakshmanan, Y. L. Yung, B. S. Chan, Z. H. Chong, ”Sustainable practices of an edible oils refining complex”, Journal of oil palm, environment & health, vol. 11, no. 1, pp. 42-56, 2020, doi: 10.5366/jope.2020.05.

C. H. Eccleston, F. March, and T. Cohen, “Inside energy – developing and managing an ISO 50001 energy management system”, 1st ed., Boca Raton: CRC Press, 2012, pp. 29-35. ISBN 13: 978-1-4398-7671-8.

R. D. Pereira, A. C. Badino, A. J. G. Cruz, “Framework based on artificial intelligence to increase industrial bioethanol production”, energy & fuels, vol. 34, no. 4, doi: 10.1021/acs.energyfuels.0c00033.

J. Husar, A. Iakovets, “Plant Simulation as a Tool for Simulations Energy Drawings of Machines”, Advances in Thermal Processes and Energy Transformation, vol. 1, no. 4, pp. 83-86, 2018, ISSN 2585-9102, doi: 10.54570/atpet2018/01/04/0083.

A. P. Rossiter, & B. P. Jones, ”Energy Management and Efficiency for the Process Industries”, 1st ed., New Jersey: John Wiley & Sons, Inc, pp. 5, 2015, ISBN: 978-1-118-83825-9.

G. G. Santonja, P. Karlis, K. R. Stubdrup, T. Brinkmann, S. Roudier, “Best Available Techniques (BAT) Reference Document for the Food, Drink and Milk Industries”, European Commission, Luxembourg, Joint Research Centre for Policy Report, Industrial Emissions Directive 2010/75/EU, 2019, doi: 10.2760/243911.

S. R. Lidu, N. Mohamed, J. J. Klemeš, P. S. Varbanov, S. Yusup, “Evaluation of the energy saving opportunities for palm oil refining process: Sahabat Oil Products (SOP) in Lahad Datu, Malaysia”, Clean Techn Environ Policy, vol. 18, pp. 2453–2465, 2016, doi: 10.1007/s10098-016-1252-6.

H. Jouhara, N. Khordehgah, S. Almahmoud, B. Delpech, A. Chauhan, S. A. Tassou, “Waste heat recovery technologies and applications”, Thermal science and engineering progress, vol. 6, pp. 268-289, 2018, doi: 10.1016/j.tsep.2018.04.017.

W. Eichhammer, T. Fleiter, “Energy efficiency in electric motor systems: Technology, saving potentials and policy options for developing countries”, United Nations Industrial Development Organization: Vienna, Austria, 2012.

T. N. Nhat, “Improving energy efficiency”, World journal of advanced research and reviews, vol. 24, no. 3, pp. 2254-2257, 2024, doi: 10.30574/wjarr.2024.24.3.3899.

Additional Files

Published

2025-10-01

How to Cite

Febrian, F., & Pratoto, A. (2025). Development of an energy management system for palm oil refinery facilities: implementing a systems approach. International Journal of Industrial Optimization, 6(2), 219–236. Retrieved from http://journal2.uad.ac.id/index.php/ijio/article/view/13254

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