Research Article
BibTex RIS Cite

Supply chain model for green gasoline production based on palm oil plant

Year 2025, Volume: 9 Issue: 3, 259 - 270, 30.09.2025
https://doi.org/10.30521/jes.1702106

Abstract

Palm oil is used as a raw material for biofuel, one of which is to produce green gasoline. This study examines the appropriate supply chain model for producing palm oil-based green gasoline. The study necessitates a thorough supply chain analysis of palm oil plants including plantations, mills, and green gasoline factories. A state-owned palm oil company in Indonesia conducted case study research. In addition, Focus Group Discussion and in-depth interview were used in this study. This integrates several analytical models, including value stream mapping, capacity planning, and analytical hierarchy process. By value stream mapping, it was found that green gasoline with a capacity of 20,000 barrels oil per day can be produced with 179.5 tons of industrial palm oil per hour. By analytic hierarchy process, it was found that the decision-making variable for the actor was a state-owned enterprise (42%) to implement green gasoline production. For variable criteria, government policy was found (31%). Finally, an integrated system between plantations, palm oil mills, and gasoline plants with centralized administration from raw materials to green gasoline production (67%) was the best alternative. Further research is needed to find the ideal number of palm oil mills to be a green gasoline plant utilizing simulation modeling of application scenarios.

Thanks

We express our sincere gratitude to all those who contributed to the successful completion of this research project, "Supply Chain Model For Green Gasoline Production Based On Palm Oil Plant”. First and foremost, we thank to Decree of the Head of the Energy Research and Manufacturing Organization of the National Research and Innovation Agency (BRIN) in Indonesia Number 13/III.3/HK/2022 concerning Implementation of Research Activities Funding List of Budget Implementation Details of Output Results of Renewable Energy Development in 2023. We are also grateful to Universitas Islam Negeri Sultan Syarif Kasim Riau for support, which made this research possible. Lastly, we acknowledge our colleagues and research team members who contributed tirelessly to data collection, analysis, and the overall execution of this research. This research would not have been possible without the collective efforts and support of everyone mentioned above. Thank you for being an integral part of this endeavour.

References

  • [1] Hersaputri LD, Yeganyan R, Cannone C, Plazas-Niño F, Osei-Owusu S, Kountouris Y, Howells M. Reducing fossil fuel dependence and exploring just energy transition pathways in Indonesia using OSeMOSYS (Open-Source Energy Modelling System). Climate. 2024;12(37):1-16. doi:10.3390/cli12030037.
  • [2] Marimin, Darmawan MA, Machfud, Putra MIF, Wiguna B. Value chain analysis for green productivity improvement in the natural rubber supply chain: a case study. J Clean Prod. 2014;85:201-11. doi:10.1016/j.jclepro.2014.01.098.
  • [3] Nuryadi AP, Purwanto WW, Susmayanti W, Sutriyanto H, Dwiratna B, Maswan A. Computational prediction of green fuels from crude palm oil in fluid catalytic cracking riser. Int J Renew Energy Dev. 2023;12(5):923-9. doi:10.14710/ijred.2023.54032.
  • [4] Teoh YH, How HG, Le TD, Nguyen HT, Loo DL, Rashid T, Sher F. A review on production and implementation of hydrogen as a green fuel in internal combustion engines. Fuel. 2023;333:1-26. doi:10.1016/j.fuel.2022.126525.
  • [5] Sugiyono A, Fitriana I, Budiman AH, Nurrohim A. Prospects for the development of green gasoline and green diesel from crude palm oil in Indonesia. In: Materials Science Forum. Trans Tech Publ; 2020. p. 202-8. doi:10.4028/www.scientific.net/MSF.981.202.
  • [6] Da Mota SDP, Mancio AA, Lhamas DEL, De Abreu DH, Da Silva MS, Dos Santos WG, De Castro DAR, De Oliveira RM, Araújo ME, Borges LEP, Machado NT. Production of green diesel by thermal catalytic cracking of crude palm oil (Elaeis guineensis Jacq) in a pilot plant. J Anal Appl Pyrolysis. 2014;110(1):1-11. doi:10.1016/j.jaap.2014.06.011.
  • [7] Gubacheva L, Makarova I, Andreev S, Andreev A, Shevchenko D. Prospects for the development of green technologies for producing alternative energy resources. J Phys Conf Ser. 2019;1347(1):1-10. doi:10.1088/1742-6596/1347/1/012094.
  • [8] Statistics Indonesia (BPS). Indonesia oil palm statistics 2023. 2024;17:1-160. ISSN:1978-9947.
  • [9] Ghani MFSA, Zahid-Muhamad M, Aziz MFA, Syahlan S. Systematic literature review on evaluation of quality management practices in palm oil supply chain: the case of upstream. IOP Conf Ser Earth Environ Sci. 2019;327(1):1-11. doi:10.1088/1755-1315/327/1/012001.
  • [10] Innocenti ED, Oosterveer P. Opportunities and bottlenecks for upstream learning within RSPO certified palm oil value chains: a comparative analysis between Indonesia and Thailand. J Rural Stud. 2020;78:426-37. doi:10.1016/j.jrurstud.2020.07.004.
  • [11] Lestari F, Prasetya H, Mahmud J, Hambali E, Yani M, Machfud, Faroha FA, Putri NS, Marimin. Sustainability assessment of palm oil mills effluent utilization for electricity conversion. IOP Conf Ser Earth Environ Sci. 2023;1151(1):1-10. doi:10.1088/1755-1315/1151/1/012038.
  • [12] Siallagan S, Ishak A. A technological capability assessment of company in the crude palm oil industry in Indonesia. Int J Technol. 2023;14(5):1072-80. doi:10.14716/ijtech.v14i5.4036.
  • [13] Ying HP, Chien CBP, Van FY. Operational management implemented in biofuel upstream supply chain and downstream international trading: current issues in Southeast Asia. Energies. 2020;13(7):1-26. doi:10.3390/en13071799.
  • [14] Safriyana M, Anggraeni E, Sailah I. Spatial-intelligent decision support system for sustainable downstream palm oil based agroindustry within the supply chain network: a systematic literature review and future research. Int J Supply Chain Manag. 2020;9(3):283-307. doi:10.59160/ijscm.v9i3.3648.
  • [15] Aba MM, Le Roux GAC, Menezes BC. Integrated ethanol and gasoline supply chain planning under environmental constraints: a case study of Brazil. Comput Chem Eng. 2022;164:107875. doi:10.1016/j.compchemeng.2022.107875.
  • [16] Adwiyah R, Syaukat Y, Indrawan RD, Mulyati H. A systematic literature review: green supply chain management performance of palm oil products. Adv Econ Bus Manag Res. 2021;198:68-73. doi:10.2991/aebmr.k.211207.010.
  • [17] Suarez-Barraza MF, Miguel-Davila J, Vasquez-García CF. Supply chain value stream mapping: a new tool of operation management. Int J Qual Reliab Manag. 2016;33(4):518-34. doi:10.1108/IJQRM-11-2014-0171.
  • [18] Rajaratnam D, Sunmola F. Adaptations in scor based performance metrics of airline catering supply chain during covid-19 pandemic. J Ind Eng Manag. 2021;14(4):808-29. doi:10.3926/jiem.3592.
  • [19] Zikri A, Aznury M. Green diesel production from crude palm oil (CPO) using catalytic hydrogenation method. IOP Conf Ser Mater Sci Eng. 2020;823(1):1-8. doi:10.1088/1757-899X/823/1/012026.
  • [20] Malvarinda F, Syakdani A, Taufik M. Production of green diesel based on palm fatty acid distillate using catalytic hydrogenation method. OISAA J Indones Emas. 2022;5(2):128-40. doi:10.52162/jie.2022.005.02.7.
  • [21] Testi N. A triple helix model for the diffusion of Industry 4.0 technologies in firms in the Marche Region. Open Res Eur. 2023;3:1-19. doi:10.12688/openreseurope.15706.1.
  • [22] Cannas VG, Ciano MP, Saltalamacchia M, Secchi R. Artificial intelligence in supply chain and operations management: a multiple case study research. Int J Prod Res. 2023;1-19. doi:10.1080/00207543.2023.2232050.
  • [23] Besednjak Valič T, Kolar J, Lamut U, Pandiloska Jurak A. Key policy mechanisms supporting the university–industry collaboration in the Danube region: case study of academic HPC centres and SMEs. Eur J Manag Bus Econ. 2023;32(5):509-24. doi:10.1108/EJMBE-09-2022-0283.
  • [24] Vafadarnikjoo A, Badri Ahmadi H, Liou JJH, Botelho T, Chalvatzis K. Analyzing blockchain adoption barriers in manufacturing supply chains by the neutrosophic analytic hierarchy process. Ann Oper Res. 2021;1-28. doi:10.1007/s10479-021-04048-6.
  • [25] Li Z, Guo H, Barenji AV, Wang WM, Guan Y, Huang GQ. A sustainable production capability evaluation mechanism based on blockchain, LSTM, analytic hierarchy process for supply chain network. Int J Prod Res. 2020;58(24):7399-419. doi:10.1080/00207543.2020.1740342.
  • [26] Piprani AZ, Jaafar NI, Mohezar Ali S. Prioritizing resilient capability factors of dealing with supply chain disruptions: an analytical hierarchy process (AHP) application in the textile industry. Benchmarking. 2020;27(9):2537-63. doi:10.1108/BIJ-03-2019-0111.
  • [27] Lestari F, Kurniawan R, Ismail K, Mawardi M, Nurainun T, Hariadi I. Business unit utilization in supply chain of distribution channel. J Ind Eng Manag. 2022;15(2):143-54. doi:10.3926/jiem.3546.
  • [28] Apridayani L, Yoesgiantoro D, Sasongko NA, Apridayani L. Life cycle assessment green gasoline on co-processing technology at Pertamina RU-III Plaju to strengthen energy security and national defense. J Ketahanan Energi. 2021;7(2):1-13.
  • [29] Lerman LV, Gerstlberger W, Ferreira Lima M, Frank AG. How governments, universities, and companies contribute to renewable energy development? A municipal innovation policy perspective of the triple helix. Energy Res Soc Sci. 2021;71:1-11. doi:10.1016/j.erss.2020.101854.
  • [30] Guo Y, Bruno G, Zhang D, Han K. Analysis of low-carbon technology innovation efficiency and its influencing factors based on triple helix theory: evidence from new energy enterprises in China. Heliyon. 2023;9(10):1-13. doi:10.1016/j.heliyon.2023.e20308.

Year 2025, Volume: 9 Issue: 3, 259 - 270, 30.09.2025
https://doi.org/10.30521/jes.1702106

Abstract

References

  • [1] Hersaputri LD, Yeganyan R, Cannone C, Plazas-Niño F, Osei-Owusu S, Kountouris Y, Howells M. Reducing fossil fuel dependence and exploring just energy transition pathways in Indonesia using OSeMOSYS (Open-Source Energy Modelling System). Climate. 2024;12(37):1-16. doi:10.3390/cli12030037.
  • [2] Marimin, Darmawan MA, Machfud, Putra MIF, Wiguna B. Value chain analysis for green productivity improvement in the natural rubber supply chain: a case study. J Clean Prod. 2014;85:201-11. doi:10.1016/j.jclepro.2014.01.098.
  • [3] Nuryadi AP, Purwanto WW, Susmayanti W, Sutriyanto H, Dwiratna B, Maswan A. Computational prediction of green fuels from crude palm oil in fluid catalytic cracking riser. Int J Renew Energy Dev. 2023;12(5):923-9. doi:10.14710/ijred.2023.54032.
  • [4] Teoh YH, How HG, Le TD, Nguyen HT, Loo DL, Rashid T, Sher F. A review on production and implementation of hydrogen as a green fuel in internal combustion engines. Fuel. 2023;333:1-26. doi:10.1016/j.fuel.2022.126525.
  • [5] Sugiyono A, Fitriana I, Budiman AH, Nurrohim A. Prospects for the development of green gasoline and green diesel from crude palm oil in Indonesia. In: Materials Science Forum. Trans Tech Publ; 2020. p. 202-8. doi:10.4028/www.scientific.net/MSF.981.202.
  • [6] Da Mota SDP, Mancio AA, Lhamas DEL, De Abreu DH, Da Silva MS, Dos Santos WG, De Castro DAR, De Oliveira RM, Araújo ME, Borges LEP, Machado NT. Production of green diesel by thermal catalytic cracking of crude palm oil (Elaeis guineensis Jacq) in a pilot plant. J Anal Appl Pyrolysis. 2014;110(1):1-11. doi:10.1016/j.jaap.2014.06.011.
  • [7] Gubacheva L, Makarova I, Andreev S, Andreev A, Shevchenko D. Prospects for the development of green technologies for producing alternative energy resources. J Phys Conf Ser. 2019;1347(1):1-10. doi:10.1088/1742-6596/1347/1/012094.
  • [8] Statistics Indonesia (BPS). Indonesia oil palm statistics 2023. 2024;17:1-160. ISSN:1978-9947.
  • [9] Ghani MFSA, Zahid-Muhamad M, Aziz MFA, Syahlan S. Systematic literature review on evaluation of quality management practices in palm oil supply chain: the case of upstream. IOP Conf Ser Earth Environ Sci. 2019;327(1):1-11. doi:10.1088/1755-1315/327/1/012001.
  • [10] Innocenti ED, Oosterveer P. Opportunities and bottlenecks for upstream learning within RSPO certified palm oil value chains: a comparative analysis between Indonesia and Thailand. J Rural Stud. 2020;78:426-37. doi:10.1016/j.jrurstud.2020.07.004.
  • [11] Lestari F, Prasetya H, Mahmud J, Hambali E, Yani M, Machfud, Faroha FA, Putri NS, Marimin. Sustainability assessment of palm oil mills effluent utilization for electricity conversion. IOP Conf Ser Earth Environ Sci. 2023;1151(1):1-10. doi:10.1088/1755-1315/1151/1/012038.
  • [12] Siallagan S, Ishak A. A technological capability assessment of company in the crude palm oil industry in Indonesia. Int J Technol. 2023;14(5):1072-80. doi:10.14716/ijtech.v14i5.4036.
  • [13] Ying HP, Chien CBP, Van FY. Operational management implemented in biofuel upstream supply chain and downstream international trading: current issues in Southeast Asia. Energies. 2020;13(7):1-26. doi:10.3390/en13071799.
  • [14] Safriyana M, Anggraeni E, Sailah I. Spatial-intelligent decision support system for sustainable downstream palm oil based agroindustry within the supply chain network: a systematic literature review and future research. Int J Supply Chain Manag. 2020;9(3):283-307. doi:10.59160/ijscm.v9i3.3648.
  • [15] Aba MM, Le Roux GAC, Menezes BC. Integrated ethanol and gasoline supply chain planning under environmental constraints: a case study of Brazil. Comput Chem Eng. 2022;164:107875. doi:10.1016/j.compchemeng.2022.107875.
  • [16] Adwiyah R, Syaukat Y, Indrawan RD, Mulyati H. A systematic literature review: green supply chain management performance of palm oil products. Adv Econ Bus Manag Res. 2021;198:68-73. doi:10.2991/aebmr.k.211207.010.
  • [17] Suarez-Barraza MF, Miguel-Davila J, Vasquez-García CF. Supply chain value stream mapping: a new tool of operation management. Int J Qual Reliab Manag. 2016;33(4):518-34. doi:10.1108/IJQRM-11-2014-0171.
  • [18] Rajaratnam D, Sunmola F. Adaptations in scor based performance metrics of airline catering supply chain during covid-19 pandemic. J Ind Eng Manag. 2021;14(4):808-29. doi:10.3926/jiem.3592.
  • [19] Zikri A, Aznury M. Green diesel production from crude palm oil (CPO) using catalytic hydrogenation method. IOP Conf Ser Mater Sci Eng. 2020;823(1):1-8. doi:10.1088/1757-899X/823/1/012026.
  • [20] Malvarinda F, Syakdani A, Taufik M. Production of green diesel based on palm fatty acid distillate using catalytic hydrogenation method. OISAA J Indones Emas. 2022;5(2):128-40. doi:10.52162/jie.2022.005.02.7.
  • [21] Testi N. A triple helix model for the diffusion of Industry 4.0 technologies in firms in the Marche Region. Open Res Eur. 2023;3:1-19. doi:10.12688/openreseurope.15706.1.
  • [22] Cannas VG, Ciano MP, Saltalamacchia M, Secchi R. Artificial intelligence in supply chain and operations management: a multiple case study research. Int J Prod Res. 2023;1-19. doi:10.1080/00207543.2023.2232050.
  • [23] Besednjak Valič T, Kolar J, Lamut U, Pandiloska Jurak A. Key policy mechanisms supporting the university–industry collaboration in the Danube region: case study of academic HPC centres and SMEs. Eur J Manag Bus Econ. 2023;32(5):509-24. doi:10.1108/EJMBE-09-2022-0283.
  • [24] Vafadarnikjoo A, Badri Ahmadi H, Liou JJH, Botelho T, Chalvatzis K. Analyzing blockchain adoption barriers in manufacturing supply chains by the neutrosophic analytic hierarchy process. Ann Oper Res. 2021;1-28. doi:10.1007/s10479-021-04048-6.
  • [25] Li Z, Guo H, Barenji AV, Wang WM, Guan Y, Huang GQ. A sustainable production capability evaluation mechanism based on blockchain, LSTM, analytic hierarchy process for supply chain network. Int J Prod Res. 2020;58(24):7399-419. doi:10.1080/00207543.2020.1740342.
  • [26] Piprani AZ, Jaafar NI, Mohezar Ali S. Prioritizing resilient capability factors of dealing with supply chain disruptions: an analytical hierarchy process (AHP) application in the textile industry. Benchmarking. 2020;27(9):2537-63. doi:10.1108/BIJ-03-2019-0111.
  • [27] Lestari F, Kurniawan R, Ismail K, Mawardi M, Nurainun T, Hariadi I. Business unit utilization in supply chain of distribution channel. J Ind Eng Manag. 2022;15(2):143-54. doi:10.3926/jiem.3546.
  • [28] Apridayani L, Yoesgiantoro D, Sasongko NA, Apridayani L. Life cycle assessment green gasoline on co-processing technology at Pertamina RU-III Plaju to strengthen energy security and national defense. J Ketahanan Energi. 2021;7(2):1-13.
  • [29] Lerman LV, Gerstlberger W, Ferreira Lima M, Frank AG. How governments, universities, and companies contribute to renewable energy development? A municipal innovation policy perspective of the triple helix. Energy Res Soc Sci. 2021;71:1-11. doi:10.1016/j.erss.2020.101854.
  • [30] Guo Y, Bruno G, Zhang D, Han K. Analysis of low-carbon technology innovation efficiency and its influencing factors based on triple helix theory: evidence from new energy enterprises in China. Heliyon. 2023;9(10):1-13. doi:10.1016/j.heliyon.2023.e20308.
There are 30 citations in total.

Details

Primary Language English
Subjects Renewable Energy Resources
Journal Section Research Articles
Authors

Fitra Lestari 0000-0002-7072-3592

Abdul Ghofar This is me 0009-0003-3349-9610

Anwar Mustafa This is me 0009-0006-0437-0924

Mochamad Rosjidi This is me 0009-0000-9598-2470

Bonny Agung Wahyuono This is me 0009-0001-4503-0604

Umiati Umiati This is me 0009-0005-5119-855X

Dadang Rosadi This is me 0009-0009-9051-8201

Hens Saputra This is me 0009-0007-4712-2071

Rudy Surya Sitorus This is me 0009-0009-4805-5493

Jaizuluddin Mahmud This is me 0000-0002-5054-1361

Sih Parmiyatni This is me 0000-0002-0936-6100

Early Pub Date August 15, 2025
Publication Date September 30, 2025
Submission Date May 21, 2025
Acceptance Date July 10, 2025
Published in Issue Year 2025 Volume: 9 Issue: 3

Cite

Vancouver Lestari F, Ghofar A, Mustafa A, Rosjidi M, Wahyuono BA, Umiati U, et al. Supply chain model for green gasoline production based on palm oil plant. Journal of Energy Systems. 2025;9(3):259-70.

Journal of Energy Systems is the official journal of 

European Conference on Renewable Energy Systems (ECRES8756 and


Electrical and Computer Engineering Research Group (ECERG)  8753


Journal of Energy Systems is licensed under CC BY-NC 4.0