journal article·2024-03-12Open access

Low-Carbon Economic Dispatch of Integrated Energy Systems in Industrial Parks Considering Comprehensive Demand Response and Multi-Hydrogen Supply

Bohua Su, Ruiqi Wang, Ming Wang, Mingyuan Wang, Qianchuan Zhao, Yisheng Lv, He Gao

Applied Sciences· Volume 14· Issue 6

Abstract

To address the increasing hydrogen demand and carbon emissions of industrial parks, this paper proposes an integrated energy system dispatch strategy considering multi-hydrogen supply and comprehensive demand response. This model adopts power-to-gas technology to produce green hydrogen, replacing a portion of gray hydrogen and incorporates a carbon capture system to effectively reduce the overall carbon emissions of the industrial park. Meanwhile, incentive-based and price-based demand response strategies are implemented to optimize the load curve. A scheduling model is established targeting the minimization of procurement, operation, carbon emission, and wind curtailment costs. The case study of a northern industrial park in China demonstrates that the joint supply of green and gray hydrogen reduces carbon emissions by 40.98% and costs by 17.93% compared to solely using gray hydrogen. The proposed approach successfully coordinates the economic and environmental performance of the integrated energy system. This study provides an effective scheduling strategy for industrial parks to accommodate high shares of renewables while meeting hydrogen needs and carbon reduction targets.
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Research context

OpenAlex topics: Sustainable Industrial Ecology · Integrated Energy Systems Optimization · Environmental Impact and Sustainability

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Information and Electrical Engineering, Shandong Jianzhu University, Jinan 250101, China

State Grid Shandong Integrated Energy Services Co., Ltd., Jinan 250001, China

Department of Automation, Tsinghua University, Beijing 100084, China

Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China

Shandong Zhengchen Technology Co., Ltd., Jinan 250101, China

Funding

National Natural Science Foundation of China · Natural Science Foundation of Shandong Province · Key Research and Development Project of Shandong Province · Taishan Industrial Experts Program · State Grid Science and Technology Project

References (28)

Show source-provided references
1. The Chinese carbon-neutral goal: Challenges and prospects10.1007/s00376-021-1313-6 ↗
2. Multi-objective and two-stage optimization study of integrated energy systems considering P2G and integrated demand responses10.1016/j.energy.2023.126846 ↗
3. Data-driven distributionally robust scheduling of community integrated energy systems with uncertain renewable generations considering integrated demand response10.1016/j.apenergy.2023.120749 ↗
4. Lepage, T., Kammoun, M., Schmetz, Q., and Richel, A. (2021). Biomass-to-hydrogen: A review of main routes production, processes evaluation and techno-economical assessment. Biomass Bioenergy, 144.10.1016/j.biombioe.2020.105920 ↗
5. Life cycle energy consumption and GHG emissions of biomass-to-hydrogen process in comparison with coal-to-hydrogen process10.1016/j.energy.2019.116588 ↗
6. A comparative economic study of nuclear hydrogen production, storage, and transportation10.1016/j.ijhydene.2023.08.225 ↗
7. Updates on promising thermochemical cycles for clean hydrogen production using nuclear energy10.1016/j.jclepro.2020.121424 ↗
8. Liu, J., Sun, W., and Harrison, G.P. (2019). Optimal low-carbon economic environmental dispatch of hybrid electricity-natural gas energy systems considering P2G. Energies, 12.10.3390/en12071355 ↗
9. Modeling the operation mechanism of combined P2G and gas-fired plant with CO2 recycling10.1109/TSG.2018.2849619 ↗
10. Aggregated flexibility from multiple power-to-gas units in integrated electricity-gas-hydrogen distribution systems10.1016/j.epsr.2022.108409 ↗
11. Systematic planning of power-to-gas for improving photovoltaic acceptance rate: Application of the potential RES penetration index10.1016/j.apenergy.2023.121611 ↗
12. Modeling and simulation of a proton exchange membrane (PEM) electrolyser cell10.1016/j.ijhydene.2015.07.129 ↗
13. Theoretical model and experimental analysis of a high pressure PEM water electrolyser for hydrogen production10.1016/j.ijhydene.2008.11.083 ↗
14. Luo, Z., Wang, J., Xiao, N., Yang, L., Zhao, W., Geng, J., Lu, T., Luo, M., and Dong, C. (2022). Low Carbon Economic Dispatch Optimization of Regional Integrated Energy Systems Considering Heating Network and P2G. Energies, 15.10.3390/en15155494 ↗
15. Mansouri, S.A., Ahmarinejad, A., Nematbakhsh, E., Javadi, M.S., Jordehi, A.R., and Catalão, J.P.S. (2021, January 6–8). Energy hub design in the presence of P2G system considering the variable efficiencies of gas-fired converters. Proceedings of the 2021 International Conference on Smart Energy Systems and Technologies (SEST), Vaasa, Finland.10.1109/SEST50973.2021.9543179 ↗
16. Retracted: Optimization scheduling of virtual power plant with carbon capture and waste incineration considering P2G coordination10.1016/j.egyr.2022.05.027 ↗
17. Dynamic planning of Power-to-Gas integrated energy hub considering demand response programs and future market conditions10.1016/j.ijepes.2022.108503 ↗
18. Bi-level optimization dispatch of integrated-energy systems with P2G and carbon capture10.3389/fenrg.2021.784703 ↗
19. Optimal stochastic short-term thermal and electrical operation of fuel cell/photovoltaic/battery/grid hybrid energy system in the presence of demand response program10.1016/j.enconman.2017.04.051 ↗
20. Zhang, Y., Liu, Z., Wu, Y., and Li, L. (2023). Research on Optimal Operation of Regional Integrated Energy Systems in View of Demand Response and Improved Carbon Trading. Appl. Sci., 13.10.3390/app13116561 ↗
21. The effect of price-based demand response on carbon emissions in European electricity markets: The importance of adequate carbon prices10.1016/j.apenergy.2021.117040 ↗
22. An economic price based demand response using overlapping generation model in distribution systems10.1016/j.epsr.2022.108794 ↗
23. Stochastic security-constrained operation of wind and hydrogen energy storage systems integrated with price-based demand response10.1016/j.ijhydene.2018.12.054 ↗
24. Bonus-based demand response using Stackelberg game approach for residential end-users equipped with HVAC system10.1109/TSTE.2020.2989583 ↗
25. Van Tilburg, J., Siebert, L.C., and Cremer, J.L. (2023). MARL-iDR: Multi-Agent Reinforcement Learning for Incentive-based Residential Demand Response. arXiv.10.1109/PowerTech55446.2023.10202941 ↗
26. Adaptive incentive-based demand response with distributed non-compliance assessment10.1016/j.apenergy.2022.119998 ↗
27. Estimating the profile of incentive-based demand response (IBDR) by integrating technical models and social-behavioral factors10.1109/TSG.2019.2919601 ↗
28. Generic modelling and optimal day-ahead dispatch of micro-energy system considering the price-based integrated demand response10.1016/j.energy.2019.04.004 ↗