100% renewable energy: A multi-stage robust scheduling approach for cascade hydropower system with wind and photovoltaic power
•A novel multi-stage scheduling method is presented for a multi-energy system.•Robustness and nonanticipativity are essential for multi-energy system operation security.•Proposed proposition accurately describes the relationship between hydropower outputs and system security.•Established models effe...
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Published in | Applied energy Vol. 301; p. 117441 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
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Elsevier Ltd
01.11.2021
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Abstract | •A novel multi-stage scheduling method is presented for a multi-energy system.•Robustness and nonanticipativity are essential for multi-energy system operation security.•Proposed proposition accurately describes the relationship between hydropower outputs and system security.•Established models effectively guarantee both operation security and economy of the multi-energy systems.
This paper explores a new multi-stage robust scheduling method for cascade hydropower system considering nonanticipativity. In the existing scheduling methods, the nonanticipativity and robustness of solutions are not considered simultaneously, which may result in infeasibility in the actual operation of energy system. And, due to concerns about operation security, the available reserve of the hydropower system are not fully utilized. To this end, this paper proposes a novel multi-stage robust scheduling method for cascade hydropower system to guarantee the feasibility of scheduling solutions and increase the utilization of hydropower reserves. Specifically, first, an important proposition is presented to accurately describe the relationship between the hydropower output and the operation security of electricity system, indeed, the nonanticipativity and robustness are considered against the uncertainties of loads and renewable outputs. Second, based on this proposition, a pre-scheduling model of cascade hydropower is established to ensure the security of the whole energy system against the uncertainties of natural inflows. Last, within the safe ranges, a real-time economic dispatch model is solved to obtain final scheduling decisions that guarantee both operation security and economy of energy system. Numerical tests implemented on a real energy system verify the effectiveness of proposed method. |
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AbstractList | •A novel multi-stage scheduling method is presented for a multi-energy system.•Robustness and nonanticipativity are essential for multi-energy system operation security.•Proposed proposition accurately describes the relationship between hydropower outputs and system security.•Established models effectively guarantee both operation security and economy of the multi-energy systems.
This paper explores a new multi-stage robust scheduling method for cascade hydropower system considering nonanticipativity. In the existing scheduling methods, the nonanticipativity and robustness of solutions are not considered simultaneously, which may result in infeasibility in the actual operation of energy system. And, due to concerns about operation security, the available reserve of the hydropower system are not fully utilized. To this end, this paper proposes a novel multi-stage robust scheduling method for cascade hydropower system to guarantee the feasibility of scheduling solutions and increase the utilization of hydropower reserves. Specifically, first, an important proposition is presented to accurately describe the relationship between the hydropower output and the operation security of electricity system, indeed, the nonanticipativity and robustness are considered against the uncertainties of loads and renewable outputs. Second, based on this proposition, a pre-scheduling model of cascade hydropower is established to ensure the security of the whole energy system against the uncertainties of natural inflows. Last, within the safe ranges, a real-time economic dispatch model is solved to obtain final scheduling decisions that guarantee both operation security and economy of energy system. Numerical tests implemented on a real energy system verify the effectiveness of proposed method. |
ArticleNumber | 117441 |
Author | Zhao, Jiexing Zhou, Yuzhou Zhai, Qiaozhu |
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CitedBy_id | crossref_primary_10_1016_j_apenergy_2021_117963 crossref_primary_10_1016_j_ijepes_2022_108635 crossref_primary_10_3390_en17081974 crossref_primary_10_1016_j_apenergy_2022_120578 crossref_primary_10_3390_w15234051 crossref_primary_10_1016_j_omega_2023_102848 crossref_primary_10_1016_j_epsr_2024_110272 crossref_primary_10_1016_j_apenergy_2023_121371 crossref_primary_10_1109_ACCESS_2023_3346670 crossref_primary_10_1016_j_apenergy_2022_120062 crossref_primary_10_1016_j_apenergy_2023_120682 crossref_primary_10_1016_j_rser_2022_112911 crossref_primary_10_3390_su16010243 crossref_primary_10_1016_j_apenergy_2023_122533 crossref_primary_10_1016_j_renene_2023_05_092 crossref_primary_10_1016_j_egyr_2023_04_161 crossref_primary_10_1016_j_renene_2022_11_120 crossref_primary_10_1016_j_renene_2023_118903 crossref_primary_10_1016_j_epsr_2021_107722 crossref_primary_10_1016_j_apenergy_2022_119732 crossref_primary_10_1109_TSTE_2022_3210214 crossref_primary_10_1016_j_energy_2023_127729 crossref_primary_10_1016_j_ijepes_2023_109143 crossref_primary_10_1016_j_energy_2023_129804 |
Cites_doi | 10.1016/j.energy.2020.118750 10.1016/j.jclepro.2020.122995 10.1016/j.apenergy.2018.07.078 10.1016/j.apenergy.2016.12.031 10.1109/TPWRS.2013.2274286 10.1016/j.enconman.2021.114055 10.1016/j.apenergy.2021.116442 10.1016/j.apenergy.2016.12.012 10.1016/j.apenergy.2019.04.090 10.1109/TSTE.2019.2905280 10.1016/j.apenergy.2020.114755 10.1109/TSG.2021.3080312 10.1016/j.jclepro.2019.119035 10.1016/j.apenergy.2020.115501 10.1109/TSTE.2018.2819133 10.1016/j.asoc.2020.106996 10.1016/j.renene.2019.07.126 10.1016/j.apenergy.2018.09.102 10.1109/TSG.2020.3032716 10.1038/s41467-020-15453-z 10.1109/TPWRS.2016.2592507 10.1016/j.apenergy.2017.04.042 10.1109/TSTE.2020.3031054 10.1016/j.apenergy.2018.07.019 10.1109/TSG.2019.2939817 |
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Keywords | Multi-stage scheduling Robustness Renewable energy Cascade hydropower system Nonanticipativity |
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References | Kynčlová, Upadhyaya, Nice (b0020) 2020; 265 Feng, Niu, Cheng, Wang, Wang, Song (b0040) 2020; 246 Wei, Han, Wang, Yu, Liang, Yuan (b0015) 2020; 11 Charmchi, Ifaei, Yoo (b0080) 2021; 281 Cobos, Arroyo, Alguacil, Street (b0065) 2018; 232 Wang, Yang, Keller, Li, Feng, Dong (b0005) 2016; 184 Qiu, Gu, Xu, Pan, Liu, Wu (b0125) 2020; 12 Ahmad, Hossain (b0035) 2020; 146 Ming, Liu, Guo, Cheng, Zhou, Gao (b0095) 2018; 228 Tong, Zhai, Guan (b0145) 2013; 28 Zhou, Zhai, Wu (b0050) 2021; 12 Haghighi, Ashraf, Riml, Koskela, Kløve, Marttila (b0070) 2019; 255 Lu, Yuan, Su, Wang, Cheng, Yan (b0085) 2021; 236 Zhou, Zhai, Zhou, Li (b0055) 2020; 11 Zhou, Guo, Chang, Xu (b0025) 2018; 228 Zhou, Zhai, Wu, Wu, Xu, Ye (b0150) 2020 Liu, Zhu, Zhao, Wang, Lei, Zhong (b0100) 2020; 276 P. Han, N. Zeng, W. Zhang, Q. Cai, R. Yang, B. Yao, et al. Decreasing emissions and increasing sink capacity to support China in achieving carbon neutrality before 2060. arXiv preprint 2021; arXiv:2102.10871. Altan, Karasu, Zio (b0140) 2021; 100 Tan, Wen, Sun, Lei, Wang, Qin (b0090) 2021; 285 Jurasz, Ciapała (b0030) 2017; 198 Yang, Yang, Wang, Su, Hu (b0075) 2020; 276 Liang, Chen, Wang, Chen, Zhang (b0130) 2020; 11 Karasu, Altan, Bekiros, Ahmad (b0135) 2020; 212 Zhai, Li, Lei, Guan (b0060) 2017; 32 Balkhair, Rahman (b0045) 2017; 188 Li, Wu, Xu (b0115) 2021 Wei, Zhang, Yu, Yiting, Ling, Ming (b0105) 2019; 250 Chen, Zhuang, Li, Wang, Zhao, Zhang (b0120) 2017; 189 Golshani, Sun, Zhou, Zheng, Wang, Qiu (b0110) 2018; 9 Altan (10.1016/j.apenergy.2021.117441_b0140) 2021; 100 Yang (10.1016/j.apenergy.2021.117441_b0075) 2020; 276 Wei (10.1016/j.apenergy.2021.117441_b0105) 2019; 250 Feng (10.1016/j.apenergy.2021.117441_b0040) 2020; 246 Li (10.1016/j.apenergy.2021.117441_b0115) 2021 Tong (10.1016/j.apenergy.2021.117441_b0145) 2013; 28 10.1016/j.apenergy.2021.117441_b0010 Zhou (10.1016/j.apenergy.2021.117441_b0050) 2021; 12 Tan (10.1016/j.apenergy.2021.117441_b0090) 2021; 285 Charmchi (10.1016/j.apenergy.2021.117441_b0080) 2021; 281 Zhai (10.1016/j.apenergy.2021.117441_b0060) 2017; 32 Jurasz (10.1016/j.apenergy.2021.117441_b0030) 2017; 198 Liu (10.1016/j.apenergy.2021.117441_b0100) 2020; 276 Zhou (10.1016/j.apenergy.2021.117441_b0150) 2020 Wei (10.1016/j.apenergy.2021.117441_b0015) 2020; 11 Lu (10.1016/j.apenergy.2021.117441_b0085) 2021; 236 Karasu (10.1016/j.apenergy.2021.117441_b0135) 2020; 212 Haghighi (10.1016/j.apenergy.2021.117441_b0070) 2019; 255 Golshani (10.1016/j.apenergy.2021.117441_b0110) 2018; 9 Qiu (10.1016/j.apenergy.2021.117441_b0125) 2020; 12 Chen (10.1016/j.apenergy.2021.117441_b0120) 2017; 189 Zhou (10.1016/j.apenergy.2021.117441_b0055) 2020; 11 Liang (10.1016/j.apenergy.2021.117441_b0130) 2020; 11 Wang (10.1016/j.apenergy.2021.117441_b0005) 2016; 184 Ming (10.1016/j.apenergy.2021.117441_b0095) 2018; 228 Balkhair (10.1016/j.apenergy.2021.117441_b0045) 2017; 188 Zhou (10.1016/j.apenergy.2021.117441_b0025) 2018; 228 Ahmad (10.1016/j.apenergy.2021.117441_b0035) 2020; 146 Cobos (10.1016/j.apenergy.2021.117441_b0065) 2018; 232 Kynčlová (10.1016/j.apenergy.2021.117441_b0020) 2020; 265 |
References_xml | – year: 2021 ident: b0115 article-title: Risk Averse Coordinated Operation of a Multi energy Microgrid Considering Voltage/V ar Control and Thermal Flow: An Adaptive Stochastic Approach publication-title: IEEE Tran. Smart Grid contributor: fullname: Xu – volume: 232 start-page: 489 year: 2018 end-page: 503 ident: b0065 article-title: Network-constrained unit commitment under significant wind penetration: A multistage robust approach with non-fixed recourse publication-title: Appl Energy contributor: fullname: Street – volume: 212 year: 2020 ident: b0135 article-title: A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series publication-title: Energy contributor: fullname: Ahmad – volume: 285 year: 2021 ident: b0090 article-title: Evaluation of the risk and benefit of the complementary operation of the large wind-photovoltaic-hydropower system considering forecast uncertainty publication-title: Appl Energy contributor: fullname: Qin – volume: 146 start-page: 1560 year: 2020 end-page: 1577 ident: b0035 article-title: Maximizing energy production from hydropower dams using short-term weather forecasts publication-title: Renew. Energ. contributor: fullname: Hossain – volume: 12 start-page: 1032 year: 2021 end-page: 1043 ident: b0050 article-title: Multistage Transmission-Constrained Unit Commitment With Renewable Energy and Energy Storage: Implicit and Explicit Decision Methods publication-title: IEEE Trans. Sustain. Energy contributor: fullname: Wu – volume: 198 start-page: 21 year: 2017 end-page: 35 ident: b0030 article-title: Integrating photovoltaics into energy systems by using a run-off-river power plant with pondage to smooth energy exchange with the power gird publication-title: Appl Energy contributor: fullname: Ciapała – volume: 28 start-page: 3588 year: 2013 end-page: 3599 ident: b0145 article-title: An MILP Based Formulation for Short-Term Hydro Generation Scheduling With Analysis of the Linearization Effects on Solution Feasibility publication-title: IEEE Trans Power Syst contributor: fullname: Guan – volume: 184 start-page: 873 year: 2016 end-page: 881 ident: b0005 article-title: Comparative analysis of energy intensity and carbon emissions in wastewater treatment in USA, Germany publication-title: China and South Africa. Appl. Energy contributor: fullname: Dong – volume: 276 year: 2020 ident: b0100 article-title: Optimal stochastic scheduling of hydropower-based compensation for combined wind and photovoltaic power outputs publication-title: Appl Energy contributor: fullname: Zhong – start-page: 1 year: 2020 end-page: 7 ident: b0150 article-title: On the Evaluation of Uncertainty Cost and Availability Benefit of Renewable Energy publication-title: IEEE PESGM contributor: fullname: Ye – volume: 250 start-page: 389 year: 2019 end-page: 403 ident: b0105 article-title: Short-term optimal operation of hydro-wind-solar hybrid system with improved generative adversarial networks publication-title: Appl Energy contributor: fullname: Ming – volume: 11 start-page: 1 year: 2020 end-page: 13 ident: b0015 article-title: Self-preservation strategy for approaching global warming targets in the post-Paris Agreement era publication-title: Nat Commun contributor: fullname: Yuan – volume: 32 start-page: 1805 year: 2017 end-page: 1817 ident: b0060 article-title: Transmission constrained UC with wind power: An all-scenario-feasible MILP formulation with strong nonanticipativity publication-title: IEEE Trans Power Syst contributor: fullname: Guan – volume: 281 year: 2021 ident: b0080 article-title: Smart supply-side management of optimal hydro reservoirs using the water/energy nexus concept: A hydropower pinch analysis publication-title: Appl Energy contributor: fullname: Yoo – volume: 255 year: 2019 ident: b0070 article-title: A power market-based operation support model for sub-daily hydropower regulation practices publication-title: Appl Energy contributor: fullname: Marttila – volume: 236 year: 2021 ident: b0085 article-title: Optimization model for the short-term joint operation of a grid-connected wind-photovoltaic-hydro hybrid energy system with cascade hydropower plants publication-title: Energy Convers Manage contributor: fullname: Yan – volume: 228 start-page: 1726 year: 2018 end-page: 1739 ident: b0025 article-title: Boosting hydropower output of mega cascade reservoirs using an evolutionary algorithm with successive approximation publication-title: Appl Energy contributor: fullname: Xu – volume: 246 year: 2020 ident: b0040 article-title: An effective three-stage hybrid optimization method for source-network-load power generation of cascade hydropower reservoirs serving multiple interconnected power grids publication-title: J Cleaner Prod contributor: fullname: Song – volume: 188 start-page: 378 year: 2017 end-page: 391 ident: b0045 article-title: Sustainable and economical small-scale and low-head hydropower generation: A promising alternative potential solution for energy generation at local and regional scale publication-title: Appl Energy contributor: fullname: Rahman – volume: 100 year: 2021 ident: b0140 article-title: A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer publication-title: Appl. Soft Comp. contributor: fullname: Zio – volume: 276 year: 2020 ident: b0075 article-title: Multi-objective short-term hydropower generation operation for cascade reservoirs and stochastic decision making under multiple uncertainties publication-title: J Cleaner Prod contributor: fullname: Hu – volume: 265 year: 2020 ident: b0020 article-title: Composite index as a measure on achieving Sustainable Development Goal 9 (SDG-9) industry-related targets: The SDG-9 index publication-title: Appl Energy contributor: fullname: Nice – volume: 12 start-page: 1135 year: 2020 end-page: 1148 ident: b0125 article-title: A Historical-Correlation-Driven Robust Optimization Approach for Microgrid Dispatch publication-title: IEEE Trans Smart Grid contributor: fullname: Wu – volume: 228 start-page: 1341 year: 2018 end-page: 1352 ident: b0095 article-title: Robust hydroelectric unit commitment considering integration of large-scale photovoltaic power: A case study in China publication-title: Appl Energy contributor: fullname: Gao – volume: 11 start-page: 758 year: 2020 end-page: 770 ident: b0055 article-title: Generation Scheduling of Self-Generation Power Plant in Enterprise Microgrid With Wind Power and Gateway Power Bound Limits publication-title: IEEE Trans. Sustain. Energy contributor: fullname: Li – volume: 11 start-page: 1526 year: 2020 end-page: 1542 ident: b0130 article-title: Risk-Based Uncertainty Set Optimization Method for Energy Management of Hybrid AC/DC Microgrids with Uncertain Renewable Generation publication-title: IEEE Trans Smart Grid contributor: fullname: Zhang – volume: 189 start-page: 534 year: 2017 end-page: 554 ident: b0120 article-title: Risk-aware short term hydro-wind-thermal scheduling using a probability interval optimization model publication-title: Appl Energy contributor: fullname: Zhang – volume: 9 start-page: 1910 year: 2018 end-page: 1920 ident: b0110 article-title: Coordination of wind farm and pumped-storage hydro for a self-healing power grid publication-title: IEEE Trans. Sustain. Energy contributor: fullname: Qiu – volume: 212 year: 2020 ident: 10.1016/j.apenergy.2021.117441_b0135 article-title: A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series publication-title: Energy doi: 10.1016/j.energy.2020.118750 contributor: fullname: Karasu – volume: 276 year: 2020 ident: 10.1016/j.apenergy.2021.117441_b0075 article-title: Multi-objective short-term hydropower generation operation for cascade reservoirs and stochastic decision making under multiple uncertainties publication-title: J Cleaner Prod doi: 10.1016/j.jclepro.2020.122995 contributor: fullname: Yang – volume: 228 start-page: 1726 year: 2018 ident: 10.1016/j.apenergy.2021.117441_b0025 article-title: Boosting hydropower output of mega cascade reservoirs using an evolutionary algorithm with successive approximation publication-title: Appl Energy doi: 10.1016/j.apenergy.2018.07.078 contributor: fullname: Zhou – volume: 189 start-page: 534 year: 2017 ident: 10.1016/j.apenergy.2021.117441_b0120 article-title: Risk-aware short term hydro-wind-thermal scheduling using a probability interval optimization model publication-title: Appl Energy doi: 10.1016/j.apenergy.2016.12.031 contributor: fullname: Chen – ident: 10.1016/j.apenergy.2021.117441_b0010 – volume: 28 start-page: 3588 issue: 4 year: 2013 ident: 10.1016/j.apenergy.2021.117441_b0145 article-title: An MILP Based Formulation for Short-Term Hydro Generation Scheduling With Analysis of the Linearization Effects on Solution Feasibility publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2013.2274286 contributor: fullname: Tong – volume: 255 year: 2019 ident: 10.1016/j.apenergy.2021.117441_b0070 article-title: A power market-based operation support model for sub-daily hydropower regulation practices publication-title: Appl Energy contributor: fullname: Haghighi – volume: 236 year: 2021 ident: 10.1016/j.apenergy.2021.117441_b0085 article-title: Optimization model for the short-term joint operation of a grid-connected wind-photovoltaic-hydro hybrid energy system with cascade hydropower plants publication-title: Energy Convers Manage doi: 10.1016/j.enconman.2021.114055 contributor: fullname: Lu – volume: 285 year: 2021 ident: 10.1016/j.apenergy.2021.117441_b0090 article-title: Evaluation of the risk and benefit of the complementary operation of the large wind-photovoltaic-hydropower system considering forecast uncertainty publication-title: Appl Energy doi: 10.1016/j.apenergy.2021.116442 contributor: fullname: Tan – volume: 188 start-page: 378 year: 2017 ident: 10.1016/j.apenergy.2021.117441_b0045 article-title: Sustainable and economical small-scale and low-head hydropower generation: A promising alternative potential solution for energy generation at local and regional scale publication-title: Appl Energy doi: 10.1016/j.apenergy.2016.12.012 contributor: fullname: Balkhair – volume: 250 start-page: 389 year: 2019 ident: 10.1016/j.apenergy.2021.117441_b0105 article-title: Short-term optimal operation of hydro-wind-solar hybrid system with improved generative adversarial networks publication-title: Appl Energy doi: 10.1016/j.apenergy.2019.04.090 contributor: fullname: Wei – volume: 11 start-page: 758 issue: 2 year: 2020 ident: 10.1016/j.apenergy.2021.117441_b0055 article-title: Generation Scheduling of Self-Generation Power Plant in Enterprise Microgrid With Wind Power and Gateway Power Bound Limits publication-title: IEEE Trans. Sustain. Energy doi: 10.1109/TSTE.2019.2905280 contributor: fullname: Zhou – volume: 265 year: 2020 ident: 10.1016/j.apenergy.2021.117441_b0020 article-title: Composite index as a measure on achieving Sustainable Development Goal 9 (SDG-9) industry-related targets: The SDG-9 index publication-title: Appl Energy doi: 10.1016/j.apenergy.2020.114755 contributor: fullname: Kynčlová – year: 2021 ident: 10.1016/j.apenergy.2021.117441_b0115 article-title: Risk Averse Coordinated Operation of a Multi energy Microgrid Considering Voltage/V ar Control and Thermal Flow: An Adaptive Stochastic Approach publication-title: IEEE Tran. Smart Grid doi: 10.1109/TSG.2021.3080312 contributor: fullname: Li – volume: 246 year: 2020 ident: 10.1016/j.apenergy.2021.117441_b0040 article-title: An effective three-stage hybrid optimization method for source-network-load power generation of cascade hydropower reservoirs serving multiple interconnected power grids publication-title: J Cleaner Prod doi: 10.1016/j.jclepro.2019.119035 contributor: fullname: Feng – volume: 276 year: 2020 ident: 10.1016/j.apenergy.2021.117441_b0100 article-title: Optimal stochastic scheduling of hydropower-based compensation for combined wind and photovoltaic power outputs publication-title: Appl Energy doi: 10.1016/j.apenergy.2020.115501 contributor: fullname: Liu – volume: 9 start-page: 1910 issue: 4 year: 2018 ident: 10.1016/j.apenergy.2021.117441_b0110 article-title: Coordination of wind farm and pumped-storage hydro for a self-healing power grid publication-title: IEEE Trans. Sustain. Energy doi: 10.1109/TSTE.2018.2819133 contributor: fullname: Golshani – volume: 100 year: 2021 ident: 10.1016/j.apenergy.2021.117441_b0140 article-title: A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer publication-title: Appl. Soft Comp. doi: 10.1016/j.asoc.2020.106996 contributor: fullname: Altan – volume: 146 start-page: 1560 year: 2020 ident: 10.1016/j.apenergy.2021.117441_b0035 article-title: Maximizing energy production from hydropower dams using short-term weather forecasts publication-title: Renew. Energ. doi: 10.1016/j.renene.2019.07.126 contributor: fullname: Ahmad – volume: 232 start-page: 489 year: 2018 ident: 10.1016/j.apenergy.2021.117441_b0065 article-title: Network-constrained unit commitment under significant wind penetration: A multistage robust approach with non-fixed recourse publication-title: Appl Energy doi: 10.1016/j.apenergy.2018.09.102 contributor: fullname: Cobos – volume: 281 year: 2021 ident: 10.1016/j.apenergy.2021.117441_b0080 article-title: Smart supply-side management of optimal hydro reservoirs using the water/energy nexus concept: A hydropower pinch analysis publication-title: Appl Energy contributor: fullname: Charmchi – volume: 12 start-page: 1135 issue: 2 year: 2020 ident: 10.1016/j.apenergy.2021.117441_b0125 article-title: A Historical-Correlation-Driven Robust Optimization Approach for Microgrid Dispatch publication-title: IEEE Trans Smart Grid doi: 10.1109/TSG.2020.3032716 contributor: fullname: Qiu – volume: 184 start-page: 873 year: 2016 ident: 10.1016/j.apenergy.2021.117441_b0005 article-title: Comparative analysis of energy intensity and carbon emissions in wastewater treatment in USA, Germany publication-title: China and South Africa. Appl. Energy contributor: fullname: Wang – volume: 11 start-page: 1 issue: 1 year: 2020 ident: 10.1016/j.apenergy.2021.117441_b0015 article-title: Self-preservation strategy for approaching global warming targets in the post-Paris Agreement era publication-title: Nat Commun doi: 10.1038/s41467-020-15453-z contributor: fullname: Wei – start-page: 1 year: 2020 ident: 10.1016/j.apenergy.2021.117441_b0150 article-title: On the Evaluation of Uncertainty Cost and Availability Benefit of Renewable Energy publication-title: IEEE PESGM contributor: fullname: Zhou – volume: 32 start-page: 1805 issue: 3 year: 2017 ident: 10.1016/j.apenergy.2021.117441_b0060 article-title: Transmission constrained UC with wind power: An all-scenario-feasible MILP formulation with strong nonanticipativity publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2016.2592507 contributor: fullname: Zhai – volume: 198 start-page: 21 year: 2017 ident: 10.1016/j.apenergy.2021.117441_b0030 article-title: Integrating photovoltaics into energy systems by using a run-off-river power plant with pondage to smooth energy exchange with the power gird publication-title: Appl Energy doi: 10.1016/j.apenergy.2017.04.042 contributor: fullname: Jurasz – volume: 12 start-page: 1032 issue: 2 year: 2021 ident: 10.1016/j.apenergy.2021.117441_b0050 article-title: Multistage Transmission-Constrained Unit Commitment With Renewable Energy and Energy Storage: Implicit and Explicit Decision Methods publication-title: IEEE Trans. Sustain. Energy doi: 10.1109/TSTE.2020.3031054 contributor: fullname: Zhou – volume: 228 start-page: 1341 year: 2018 ident: 10.1016/j.apenergy.2021.117441_b0095 article-title: Robust hydroelectric unit commitment considering integration of large-scale photovoltaic power: A case study in China publication-title: Appl Energy doi: 10.1016/j.apenergy.2018.07.019 contributor: fullname: Ming – volume: 11 start-page: 1526 issue: 2 year: 2020 ident: 10.1016/j.apenergy.2021.117441_b0130 article-title: Risk-Based Uncertainty Set Optimization Method for Energy Management of Hybrid AC/DC Microgrids with Uncertain Renewable Generation publication-title: IEEE Trans Smart Grid doi: 10.1109/TSG.2019.2939817 contributor: fullname: Liang |
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SubjectTerms | Cascade hydropower system Multi-stage scheduling Nonanticipativity Renewable energy Robustness |
Title | 100% renewable energy: A multi-stage robust scheduling approach for cascade hydropower system with wind and photovoltaic power |
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