Agriculture Biomass for Sustainable Electricity Supply Systems: A Dynamic System Approach
DOI:
https://doi.org/10.57152/malcom.v5i2.1802Keywords:
Agricultural Biomass, Dynamic Systems, Renewable Energy, Simulation ModelsAbstract
East Java has great potential in utilizing agricultural waste as a source of biomass energy to support the transition to New Renewable Energy (NRE). However, the development of biomass power plants faces challenges such as investment feasibility evaluation and biomass potential measurement. The East Java Government has set sustainable energy targets through Governor Regulations. This study developed a dynamic system-based simulation model to analyze factors influencing the utilization of agricultural waste as biomass energy. Verification results using Vensim PLE software show the model is valid with an error rate of E1 < 5% and E2 < 30%. In the Do-Nothing scenario, the electricity deficit could worsen in the future without increasing power plant capacity, especially from renewable energy. Conversely, the biomass power plant infrastructure development scenario shows that by 2024, the electricity deficit can be reduced from -7,599.47 GWh to -2,722.98 GWh. This trend continues in subsequent years, with the biomass scenario consistently decreasing the deficit and even generating a surplus in some years. Therefore, developing biomass-based power plants is a strategic step to reduce dependence on fossil fuels and enhance regional energy security in East Java.
Downloads
References
Tanpa Nama, “Menilik Potensi Agro Jawa Timur Sebagai Gerbang Nusantara Baru- Dinas Komunikasi dan Informatika Provinsi Jawa Timur.” Accessed: Dec. 02, 2024. [Online]. Available: https://kominfo.jatimprov.go.id/berita/menilik-potensi-agro-jawa-timur-sebagai-gerbang-nusantara-baru
Kementerian ESDM RI - Media Center - Arsip Berita - "RUED di 16 Provinsi Telah Terbit, Pemerintah Fasilitasi Percepatan di 18 Provinsi Lainnya.” Accessed: Dec. 02, 2024. [Online]. Available: https://www.esdm.go.id/id/media-center/arsip-berita/rued-di-16-provinsi-telah-terbit-pemerintah-fasilitasi-percepatan-di-18-provinsi-lainnya
M. Kumar and M. Kumar, “Social, Economic, and Environmental Impacts of Renewable Energy Resources,” Wind Solar Hybrid Renewable Energy System [Working Title], Jan. 2020, doi: 10.5772/INTECHOPEN.89494.
M. Ali, M. Saleem, Z. Khan, and I. A. Watson, “The use of crop residues for biofuel production,” Biomass, Biopolymer-Based Materials, and Bioenergy: Construction, Biomedical, and other Industrial Applications, pp. 369–395, Jan. 2019, doi: 10.1016/B978-0-08-102426-3.00016-3.
J. He, R. Zhu, and B. Lin, “Prospects, obstacles and solutions of biomass power industry in China,” J Clean Prod, vol. 237, p. 117783, Nov. 2019, doi: 10.1016/J.JCLEPRO.2019.117783.
J. Popp, Z. Lakner, M. Harangi-Rákos, and M. Fári, “The effect of bioenergy expansion: Food, energy, and environment,” Renewable and Sustainable Energy Reviews, vol. 32, pp. 559–578, Apr. 2014, doi: 10.1016/J.RSER.2014.01.056.
M. Hasani and S. H. Hosseini, “Dynamic assessment of capacity investment in electricity market considering complementary capacity mechanisms,” Energy, vol. 36, no. 1, pp. 277–293, Jan. 2011, doi: 10.1016/J.ENERGY.2010.10.041.
H. Jahani, H. Gholizadeh, Z. Hayati, and H. Fazlollahtabar, “Investment risk assessment of the biomass-to-energy supply chain using system dynamics,” Renew Energy, vol. 203, pp. 554–567, Feb. 2023, doi: 10.1016/J.RENENE.2022.12.038.
Y. Sunitiyoso, J. P. Mahardi, Y. Anggoro, and A. Wicaksono, “New and renewable energy resources in the Indonesian electricity sector: a systems thinking approach,” International Journal of Energy Sector Management, vol. 14, no. 6, pp. 1381–1403, Oct. 2020, doi: 10.1108/IJESM-11-2019-0019/FULL/PDF.
D. M. K. S. Hemathilake and D. M. C. C. Gunathilake, “Agricultural productivity and food supply to meet increased demands,” Future Foods: Global Trends, Opportunities, and Sustainability Challenges, pp. 539–553, Jan. 2022, doi: 10.1016/B978-0-323-91001-9.00016-5.
W. Duan, A. Khurshid, N. Nazir, K. Khan, and A. C. Calin, “From gray to green: Energy crises and the role of CPEC,” Renew Energy, vol. 190, pp. 188–207, May 2022, doi: 10.1016/J.RENENE.2022.03.066.
A. Bamooeifard, “Future studies in Iran development plans for wind power, a system dynamics modeling approach,” Renew Energy, vol. 162, pp. 1054–1064, Dec. 2020, doi: 10.1016/J.RENENE.2020.08.013.
L. T. Quentara and E. Suryani, “The Development of Photovoltaic Power Plant for Electricity Demand Fulfillment in Remote Regional of Madura Island using System Dynamics Model,” Procedia Comput Sci, vol. 124, pp. 232–238, Jan. 2017, doi: 10.1016/J.PROCS.2017.12.151.
S. Ahmad and R. bin M. Tahar, “Using system dynamics to evaluate renewable electricity development in Malaysia,” Kybernetes, vol. 43, no. 1, pp. 24–39, 2014, doi: 10.1108/K-10-2012-0092/FULL/PDF.
A. A. Mana, A. Allouhi, K. Ouazzani, and A. Jamil, “Feasibility of agriculture biomass power generation in Morocco: Techno-economic analysis.,” J Clean Prod, vol. 295, p. 126293, May 2021, doi: 10.1016/J.JCLEPRO.2021.126293.
L. La Picirelli de Souza et al., “Theoretical and technical assessment of agroforestry residue potential for electricity generation in Brazil towards 2050,” Energy Reports, vol. 7, pp. 2574–2587, Nov. 2021, doi: 10.1016/J.EGYR.2021.04.026.
A. Bharti, K. Paritosh, V. R. Mandla, A. Chawade, and V. Vivekanand, “GIS Application for the Estimation of Bioenergy Potential from Agriculture Residues: An Overview,” Energies 2021, Vol. 14, Page 898, vol. 14, no. 4, p. 898, Feb. 2021, doi: 10.3390/EN14040898.
W. Wang, “Integrated Assessment of Economic Supply and Environmental Effects of Biomass Co-Firing in Coal Power Plants: A Case Study of Jiangsu, China,” Energies (Basel), vol. 16, no. 6, p. 2725, Mar. 2023, doi: 10.3390/EN16062725/S1.
A. Sertolli, A. Bai, Z. Gabnai, T. Mizik, and A. Pestisha, “Theoretical and Energy Biomass Potential of Heat and Electricity Production in Kosovo,” Energies 2023, Vol. 16, Page 7209, vol. 16, no. 20, p. 7209, Oct. 2023, doi: 10.3390/EN16207209.
M. Brown, B. Kulisic, E. Thiffault, D. Janiszewska, and L. Ossowska, “The Role of Agricultural Biomass as a Renewable Energy Source in European Union Countries,” Energies 2022, Vol. 15, Page 6756, vol. 15, no. 18, p. 6756, Sep. 2022, doi: 10.3390/EN15186756.
H. Nandimandalam, V. G. Gude, and M. Marufuzzaman, “Environmental impact assessment of biomass supported electricity generation for sustainable rural energy systems - A case study of Grenada County, Mississippi, USA,” Science of The Total Environment, vol. 802, p. 149716, Jan. 2022, doi: 10.1016/J.SCITOTENV.2021.149716.
Y. T. Villarino, L. P. Rial, and Á. Rodríguez-Abalde, “Assessment of a residual biomass micro-combined heat and power system based on an organic Rankine Cycle coupled to a boiler,” J Environ Manage, vol. 301, p. 113832, Jan. 2022, doi: 10.1016/J.JENVMAN.2021.113832.
Z. Aslam, H. Li, J. Hammerton, G. Andrews, A. Ross, and J. C. Lovett, “Increasing Access to Electricity: An Assessment of the Energy and Power Generation Potential from Biomass Waste Residues in Tanzania,” Energies 2021, Vol. 14, Page 1793, vol. 14, no. 6, p. 1793, Mar. 2021, doi: 10.3390/EN14061793.
R. Mishra, C. M. Shu, A. R. K. Gollakota, and S. Y. Pan, “Unveiling the potential of pyrolysis-gasification for hydrogen-rich syngas production from biomass and plastic waste,” Energy Convers Manag, vol. 321, p. 118997, Dec. 2024, doi: 10.1016/J.ENCONMAN.2024.118997.
N. Kamaruzaman, Y. Kansha, A. Abbas, and N. Abdul Manaf, “Unlocking the techno-economic potential of biomass gasification for power generation: Comparative analysis across diverse plant capacities,” Waste Management, vol. 189, pp. 219–229, Dec. 2024, doi: 10.1016/J.WASMAN.2024.08.020.
Z. Wang et al., “Research on the improvement of carbon neutrality by utilizing agricultural waste: Based on a life cycle assessment of biomass briquette fuel heating system,” J Clean Prod, vol. 434, p. 140365, Jan. 2024, doi: 10.1016/J.JCLEPRO.2023.140365.
J. A. Kumar et al., “Agricultural waste biomass for sustainable bioenergy production: Feedstock, characterization and pre-treatment methodologies,” Chemosphere, vol. 331, p. 138680, Aug. 2023, doi: 10.1016/J.CHEMOSPHERE.2023.138680.
J. D. Sterman;, “Business Dynamics Systems Thinking And Modeling For A Complex World,” 2000, Accessed: Nov. 13, 2024. [Online]. Available: //elibrary.dephub.go.id%2Fslims%2Findex.php%3Fp%3Dshow_detail%26id%3D5696%26keywords%3D
J. Wright. Forrester, “Industrial dynamics [by] Jay W. Forrester,” p. 464, 1973, Accessed: Nov. 13, 2024. [Online]. Available: https://books.google.com/books/about/Industrial_Dynamics.html?hl=id&id=4CgzAAAAMAAJ
Mudjahidin, R. A. Hendrawan, A. P. Aristio, J. L. Buliali, and M. N. Yuniarto, “Testing Methods on System Dynamics: A Model of Reliability, Average Reliability, and Demand of Service,” Procedia Comput Sci, vol. 161, pp. 968–975, Jan. 2019, doi: 10.1016/J.PROCS.2019.11.206.
Downloads
Published
How to Cite
Issue
Section
License
Copyright © by Author; Published by Institut Riset dan Publikasi Indonesia (IRPI)
This Indonesian Journal of Machine Learning and Computer Science is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.