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Research Article

A multiple-objective capacity allocation optimisation method for cogeneration integrated energy systems considering life cycle carbon emission

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Pages 36-47 | Received 23 Sep 2023, Accepted 09 Jan 2024, Published online: 31 Jan 2024

References

  • Azizivahed, A., H. Lotfi, M. J. Ghadi, S. Ghavidel, L. Li, and J. Zhang 2019. Dynamic Feeder Reconfiguration in Automated Distribution Network Integrated with Renewable Energy Sources with Respect to the Economic Aspect, 2019 IEEE Innovative Smart Grid Technologies Asia (ISGT Asia), Chengdu, China, 2666–2671.
  • Dou, C., X. Zhou, T. Zhang, and S. Xu. 2020. “Economic Optimization Dispatching Strategy of Microgrid for Promoting Photoelectric Consumption Considering Cogeneration and Demand Response.” Journal of Modern Power Systems and Clean Energy 8 (3): 557–563. https://doi.org/10.35833/MPCE.2019.000214.
  • Kumar, M., and B. Freudenthaler. 2020. “Fuzzy Membership Functional Analysis for Nonparametric Deep Models of Image Features.” IEEE Transactions on Fuzzy Systems 28 (12): 3345–3359. https://doi.org/10.1109/TFUZZ.2019.2950636.
  • Li, P., R. Li, Y. Cao, D. Li, and G. Xie. 2017. “Multi-Objective Capacity Optimization for Island Microgrids Using Triangular Aggregation Model and Levy-Harmony Algorithm.” IEEE Transactions on Industrial Informatics 14 (8): 3495–3504. https://doi.org/10.1109/TII.2017.2778079.
  • Liu, D., C. Zhang, Y. Xu, Z. Dong, and Y. Chi. 2023. “Sensitivity Region-Based Optimization for Maximizing Renewable Generation Hosting Capacity of an Islanded Microgrid.” IEEE Transactions on Smart Grid 14 (4): 2496–2507. https://doi.org/10.1109/TSG.2022.3222040.
  • Li, J., N. Wang, D. Zhou, W. Hu, Q. Huang, Z. Chen, and F. Blaabjerg. 2020. “Optimal Reactive Power Dispatch of Permanent Magnet Synchronous Generator-Based Wind Farm Considering Levelised Production Cost Minimization.” Renewable Energy 145:1–12. https://doi.org/10.1016/j.renene.2019.06.014.
  • Li, P., D. Xu, Z. Zhou, W. J. Lee, and B. Zhao. 2016. “Stochastic Optimal Operation of Microgrid Based on Chaotic Binary Particle Swarm Optimization.” IEEE Transactions on Smart Grid 7 (1): 66–73. https://doi.org/10.1109/TSG.2015.2431072.
  • Li, C., H. Yang, M. Shahidehpour, Z. Xu, B. Zhou, Y. Cao, and L. Zeng. 2020. “Optimal Planning of Islanded Integrated Energy System with Solar-Biogas Energy Supply.” IEEE Transactions on Sustainable Energy 11 (4): 2437–2448. https://doi.org/10.1109/TSTE.2019.2958562.
  • Lotfi, H. 2020. “Multi-Objective Energy Management Approach in Distribution Grid Integrated with Energy Storage Units Considering the Demand Response Program.” International Journal of Energy Research 44 (13): 10662–10681. https://doi.org/10.1002/er.5709.
  • Lotfi, H., and R. Ghazi. 2021. “Optimal Participation of Demand Response Aggregators in Reconfigurable Distribution System Considering Photovoltaic and Storage Units.” Journal of Ambient Intelligence and Humanized Computing 12 (2): 2233–2255. https://doi.org/10.1007/s12652-020-02322-2.
  • Lu, H., Y. Liu, S. Cheng, and Y. Shi. 2020. “Adaptive Online Data-Driven Closed-Loop Parameter Control Strategy for Swarm Intelligence Algorithm.” Information Sciences 536:25. https://doi.org/10.1016/j.ins.2020.05.016.
  • May Alvarez, J. A., I. G. Zurbriggen, F. Paz, and M. Ordonez. 2023. “Microgrids multiobjective design optimization for critical loads.” IEEE Transactions on Smart Grid 14 (1): 17–28. https://doi.org/10.1109/TSG.2022.3195989.
  • Ren, Z., X. Qu, M. Wang, and C. Zou. 2023. “Multi-Objective Optimization for DC Microgrid Using Combination of NSGA-II Algorithm and Linear Search Method.” IEEE Journal on Emerging and Selected Topics in Circuits and Systems 13 (3): 789–796. https://doi.org/10.1109/JETCAS.2023.3284061.
  • Shawon, S. M. R. H., and X. Liang. 2023. “A Two-Stage Performance Optimization-Based Microgrid Formation in Distribution Networks with Distributed Generations.” IEEE Transactions on Industry Applications 59 (5): 5539–5549. https://doi.org/10.1109/TIA.2023.3291341.
  • Teo, T. T., T. Logenthiran, W. L. Woo, K. Abidi, T. John, N. S. Wade, D. M. Greenwood, C. Patsios, and P. C. Taylor. 2021. “Optimization of Fuzzy Energy Management System for Grid-Connected Microgrid Using NSGA-II.” IEEE Transactions on Cybernetics 51 (11): 5375–5386. https://doi.org/10.1109/TCYB.2020.3031109.
  • Wang, Y., J. Qiu, and Y. Tao. 2022. “Optimal Power Scheduling Using Data-Driven Carbon Emission Flow Modelling for Carbon Intensity Control.” IEEE Transactions on Power Systems 37 (4): 2894–2905. https://doi.org/10.1109/TPWRS.2021.3126701.
  • Wang, J., J. Shi, F. Wen, J. Li, and L. Zhang. 2019. “Optimal Operation of CHP Microgrid with Concentrating Solar Power Plants Considering Demand Response.” Automation of Electric Power Systems 43 (1): 176–189.
  • Xu, Z., G. Han, L. Liu, M. Martínez-García, and Z. Wang. 2021. “Multi-Energy Scheduling of an Industrial Integrated Energy System by Reinforcement Learning-Based Differential Evolution.” IEEE Transactions on Green Communications and Networking 5 (3): 1077–1090. https://doi.org/10.1109/TGCN.2021.3061789.
  • Yang, L., L. Zhao, X. Chen, Z. Zhang, L. Xu, H. Zhao, Y. Yu, M. Xiu, and Y. Fu 2022. Optimal Capacity Configuration Method for CHP Island Microgrid Considering Carbon Emission. 2022 IEEE 5th International Electrical and Energy Conference (CIEEC), Nanjing, China, 3294–3299.
  • Yuan, Z., P. Li, Z. Li, and J. Xia. 2023. “Data-driven risk-adjusted robust energy management for microgrids integrating demand response aggregator and renewable energies.” IEEE Transactions on Smart Grid 14 (1): 365–377. https://doi.org/10.1109/TSG.2022.3193226.
  • Zhang, X., Y. Jiang, X. B. Wang, C. Li, and J. Zhang. 2022. “Health Condition Assessment for Pumped Storage Units Using Multi-Head Self-Attentive Mechanism and Improved Radar Chart.” IEEE Transactions on Industrial Informatics 18 (11): 8087–8097. https://doi.org/10.1109/TII.2022.3165642.
  • Zheng, W., J. Sun, and H. Li 2019. An adaptive parameter tuning strategy for many-objective evolutionary algorithm. 2019 IEEE Congress on Evolutionary Computation (CEC), Wellington, New Zealand, 1718–1725.
  • Zhu, X., C. Peng, H. Geng 2022. Multi-Objective Sizing Optimization Method of Microgrid Considering Cost and Carbon Emissions. 2022 4th International Conference on Smart Power & Internet Energy Systems (SPIES), Beijing, China, 2278–2283.
  • Zou, Y., Y. Xu, and C. Zhang. 2023. “A Risk-Averse Adaptive Stochastic Optimization Method for Transactive Energy Management of a Multi-Energy Microgrid.” IEEE Transactions on Sustainable Energy 14 (3): 1599–1611. https://doi.org/10.1109/TSTE.2023.3240184.