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An intelligent-based framework for urban energy transition and sustainable development

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  • Cong, Richao
  • Abe, Mirei
  • Fujiyama, Atsushi
  • Matsumoto, Toru

Abstract

To support regional decarbonization and achievement of sustainable development goals (SDGs), this study aims to develop a unique optimization framework. An intelligent framework of an energy system was designed in which supplies by renewable energy (RE), grid power, and the storage battery (SB) are optimized from its lifecycle carbon dioxide (CO2) emissions. We found that introducing SB increased RE utilization by 50.3 %, contributed to grid power suppression by 18.6 %, and reduced emissions by 28.7 ktCO2 year−1. It indicates that introducing SB could ensure greater utilization of RE in the optimization to use less grid power, contributing to a greener energy system and SDGs 7 and 13. Moreover, the optimal total capacity of the SB was determined as 0.585 PJ at the lower demand level (total demand without industrial sector) and 0.0115 PJ at higher demand level (including all sectors), respectively. We found that the present model was better to be applied to a system with more energy surplus and deficit hours. Sensitivity analysis results showed that reducing energy demand through energy-saving policies was the most effective pathway for decarbonization, comparing with other factors.

Suggested Citation

  • Cong, Richao & Abe, Mirei & Fujiyama, Atsushi & Matsumoto, Toru, 2025. "An intelligent-based framework for urban energy transition and sustainable development," Renewable Energy, Elsevier, vol. 250(C).
    • Handle: RePEc:eee:renene:v:250:y:2025:i:c:s0960148125009851
    DOI: 10.1016/j.renene.2025.123323
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    References listed on IDEAS

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    1. Christoph H. Glock & Kurt Schwindl & Mohamad Y. Jaber, 2012. "An EOQ model with fuzzy demand and learning in fuzziness," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 12(1), pages 90-100.
    2. Liu, Zhijian & Fan, Guangyao & Sun, Dekang & Wu, Di & Guo, Jiacheng & Zhang, Shicong & Yang, Xinyan & Lin, Xianping & Ai, Lei, 2022. "A novel distributed energy system combining hybrid energy storage and a multi-objective optimization method for nearly zero-energy communities and buildings," Energy, Elsevier, vol. 239(PE).
    3. Glock, C. H. & Schwindl, K. & Jaber, M. Y., 2012. "An EOQ Model with Fuzzy Demand and Learning in Fuzziness," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 57815, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    4. Ben-Daya, Mohammed & As’ad, Rami & Seliaman, Mohammed, 2013. "An integrated production inventory model with raw material replenishment considerations in a three layer supply chain," International Journal of Production Economics, Elsevier, vol. 143(1), pages 53-61.
    5. Grubler, Arnulf, 2012. "Energy transitions research: Insights and cautionary tales," Energy Policy, Elsevier, vol. 50(C), pages 8-16.
    6. Mellit, Adel & Kalogirou, Soteris A., 2011. "ANFIS-based modelling for photovoltaic power supply system: A case study," Renewable Energy, Elsevier, vol. 36(1), pages 250-258.
    7. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    8. repec:dar:wpaper:57682 is not listed on IDEAS
    9. Khouja, Moutaz, 2003. "Optimizing inventory decisions in a multi-stage multi-customer supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 39(3), pages 193-208, May.
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    1. Boyi Li & Richao Cong & Toru Matsumoto & Yajuan Li, 2025. "Research on Different Energy Transition Pathway Analysis and Low-Carbon Electricity Development: A Case Study of an Energy System in Inner Mongolia," Energies, MDPI, vol. 18(12), pages 1-25, June.
    2. Richao Cong & Toru Matsumoto & Atsushi Fujiyama, 2025. "Monitoring Hospital Visitors Could Enhance the Prediction of the Plastic Waste Collection Demand and Its Management," Waste, MDPI, vol. 3(3), pages 1-20, July.

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