PDF
(4446KB)
Abstract
This paper proposes a new power generating system that combines wind power (WP), photovoltaic (PV), trough concentrating solar power (CSP) with a supercritical carbon dioxide (S-CO2) Brayton power cycle, a thermal energy storage (TES), and an electric heater (EH) subsystem. The wind power/photovoltaic/concentrating solar power (WP−PV−CSP) with the S-CO2 Brayton cycle system is powered by renewable energy. Then, it constructs a bi-level capacity-operation collaborative optimization model and proposes a non-dominated sorting genetic algorithm-II (NSGA-II) nested linear programming (LP) algorithm to solve this optimization problem, aiming to obtain a set of optimal capacity configurations that balance carbon emissions, economics, and operation scheduling. Afterwards, using Zhangbei area, a place in China which has significant wind and solar energy resources as a practical application case, it utilizes a bi-level optimization model to improve the capacity and annual load scheduling of the system. Finally, it establishes three reference systems to compare the annual operating characteristics of the WP−PV−CSP (S-CO2) system, highlighting the benefits of adopting the S-CO2 Brayton cycle and equipping the system with EH. After capacity-operation collaborative optimization, the levelized cost of energy (LCOE) and carbon emissions of the WP−PV−CSP (S-CO2) system are decreased by 3.43% and 92.13%, respectively, compared to the reference system without optimization.
Graphical abstract
Keywords
wind power/photovoltaic/concentrating solar power (WP−PV−CSP)
/
supercritical carbon dioxide (S-CO2) Brayton cycle
/
capacity-operation collaborative optimization
/
sensitive analysis
Cite this article
Download citation ▾
Yangdi Hu, Rongrong Zhai, Lintong Liu.
Capacity-operation collaborative optimization of the system integrated with wind power/photovoltaic/concentrating solar power with S-CO2 Brayton cycle.
Front. Energy, 2024, 18(5): 665-683 DOI:10.1007/s11708-024-0922-z
| [1] |
Ermolenko B V, Ermolenko G V, Fetisova Y A. . Wind and solar PV technical potentials: Measurement methodology and assessments for Russia. Energy, 2017, 137: 1001–1012
|
| [2] |
Mostafa Nosratabadi S, Hemmati R, Bornapour M. . Economic evaluation and energy/exergy analysis of PV/wind/PEMFC energy resources employment based on capacity, type of source and government incentive policies: Case study in Iran. Sustainable Energy Technologies and Assessments, 2021, 43: 100963
|
| [3] |
Xu C, Ge L, Feng H. . Review on status of wind power generation and composition and recycling of wind turbine blades. Thermal Power Generation, 2022, 51: 29–41
|
| [4] |
Kamal A, Mohsine B, Abdelali A. . Sizing methods and optimization techniques for PV-wind based hybrid renewable energy system: A review. Renewable & Sustainable Energy Reviews, 2018, 93: 652–673
|
| [5] |
Zhang Y, Sun H, Tan J. . Capacity configuration optimization of multi-energy system integrating wind turbine/photovoltaic/hydrogen/battery. Energy, 2022, 252: 124046
|
| [6] |
Cao Y, Taslimi M S, Dastjerdi S M. . Design, dynamic simulation, and optimal size selection of a hybrid solar/wind and battery-based system for off-grid energy supply. Renewable Energy, 2022, 187: 1082–1099
|
| [7] |
Guo S, He Y, Pei H. . The multi-objective capacity optimization of wind-photovoltaic-thermal energy storage hybrid power system with electric heater. Solar Energy, 2020, 195: 138–149
|
| [8] |
Pilotti L, Colombari M, Castelli A F. . Simultaneous design and operational optimization of hybrid CSP-PV plants. Applied Energy, 2023, 331: 120369
|
| [9] |
Riffelmann K, Weinrebe G, Balz M. Hybrid CSP-PV plants with integrated thermal storage. AIP Conference Proceedings, 2022, 2445: 030020
|
| [10] |
Gedle Y, Schmitz M, Gielen H. . Analysis of an integrated CSP-PV hybrid power plant. AIP Conference Proceedings, 2022, 2445: 030009
|
| [11] |
Ma Y, Morozyuk T, Liu M. . Optimal integration of recompression supercritical CO2 Brayton cycle with main compression intercooling in solar power tower system based on exergoeconomic approach. Applied Energy, 2019, 242: 1134–1154
|
| [12] |
LiuY, WangY, HuangD. Supercritical CO2 Brayton cycle: A state-of-the-art review. Energy 2019, 189: 115900
|
| [13] |
Dostal V, Hejzlar P, Driscoll M J. The supercritical carbon dioxide power cycle: Comparison to other advanced power cycles. Nuclear Technology, 2017, 154(3): 283–301
|
| [14] |
Zhao H, Deng Q, Huang W. . Thermodynamic and economic analysis and multi-objective optimization of supercritical CO2 Brayton cycles. Journal of Engineering for Gas Turbines and Power: Transactions of the ASME, 2016, 138(8): 081602
|
| [15] |
Xiao T, Liu C, Wang X. . Life cycle assessment of the solar thermal power plant integrated with air-cooled supercritical CO2 Brayton cycle. Renewable Energy, 2022, 182: 119–133
|
| [16] |
Yuan R, Xu B, Wang J. . Analysis of supercritical carbon dioxide power generation system with trough solar collector as heat source. China Survey & Design, 2022, 3(S2): 34–37
|
| [17] |
Yang J, Yang Z, Duan Y. A review on integrated design and off-design operation of solar power tower system with S-CO2 Brayton cycle. Energy, 2022, 246: 123348
|
| [18] |
Yang J, Yang Z, Duan Y. -Load matching and techno-economic analysis of CSP plant with S-CO2 Brayton cycle in CSP−PV−wind hybrid system. Energy, 2021, 223: 120016
|
| [19] |
Wang X, Li X, Li Q. . Performance of a solar thermal power plant with direct air-cooled supercritical carbon dioxide Brayton cycle under off-design conditions. Applied Energy, 2020, 261: 114359
|
| [20] |
Liu T, Yang Z, Duan Y. . Techno-economic assessment of hydrogen integrated into electrical/thermal energy storage in PV + wind system devoting to high reliability. Energy Conversion and Management, 2022, 268: 116067
|
| [21] |
Yang J, Yang Z, Duan Y. Novel design optimization of concentrated solar power plant with S-CO2 Brayton cycle based on annual off-design performance. Applied Thermal Engineering, 2021, 192: 116924
|
| [22] |
Liu H, Zhai R, Fu J. . Optimization study of thermal-storage PV-CSP integrated system based on GA-PSO algorithm. Solar Energy, 2019, 184: 391
|
| [23] |
Chennaif M, Zahboune H, Elhafyani M. . Electric system cascade extended analysis for optimal sizing of an autonomous hybrid CSP/PV/wind system with battery energy storage system and thermal energy storage. Energy, 2021, 227: 120444
|
| [24] |
Tan Q, Mei S, Dai M. . A multi-objective optimization dispatching and adaptability analysis model for wind-PV-thermal-coordinated operations considering comprehensive forecasting error distribution. Journal of Cleaner Production, 2020, 256: 120407
|
| [25] |
Ding Z, Hou H, Duan L. . Study on the capacity-operation collaborative optimization for multi-source complementary cogeneration system. Energy Conversion and Management, 2021, 250: 114920
|
| [26] |
Mohammed Chennaif M L E, Hassan Z. Electric system cascade analysis for optimal sizing of an autonomous photovoltaic water pumping system. Advances in Smart Technologies Applications and Case Studies, 2020, 684: 282–290
|
| [27] |
Chennaif M. Elhafyani M L, Zahboune H, et al. The impact of the tilt angle on the sizing of autonomous photovoltaic systems using electric system cascade analysis. In: Proceedings of the 2nd International Conference on Electronic Engineering and Renewable Energy Systems. Berlin: Springer, 2021, 767–776
|
| [28] |
Zhai R, Liu H, Chen Y. . The daily and annual technical-economic analysis of the thermal storage PV-CSP system in two dispatch strategies. Energy Conversion and Management, 2017, 154: 56–67
|
| [29] |
Das B K, Tushar M S H K, Hassan R. Techno-economic optimisation of stand-alone hybrid renewable energy systems for concurrently meeting electric and heating demand. Sustainable Cities and Society, 2021, 68: 102763
|
| [30] |
Yang Z, Kang R, Luo X. . Rigorous modelling and deterministic multi-objective optimization of a super-critical CO2 power system based on equation of state and non-linear programming. Energy Conversion and Management, 2019, 198: 111798
|
| [31] |
Liu L, Zhai R, Hu Y. Performance evaluation of wind-solar-hydrogen system for renewable energy generation and green hydrogen generation and storage: Energy, exergy, economic, and enviroeconomic. Energy, 2023, 276: 127386
|
| [32] |
Liu L, Zhai R, Hu Y. Multi-objective optimization with advanced exergy analysis of a wind-solar-hydrogen multi-energy supply system. Applied Energy, 2023, 348: 121512
|
| [33] |
Wang K, Li M, Guo J. . A systematic comparison of different S-CO2 Brayton cycle layouts based on multi-objective optimization for applications in solar power tower plants. Applied Energy, 2018, 212: 109–121
|
| [34] |
Yang J, Yang Z, Duan Y. S-CO2 tower solar thermal power generation system with different installed capacity thermal and economic performance analysis. Acta Energiae Solaris Sinica, 2022, 43: 125–130
|
| [35] |
Alsagri A S, Chiasson A, Gadalla M. Viability assessment of a concentrated solar power tower with a supercritical CO2 Brayton cycle power plant. Journal of Solar Energy Engineering, 2019, 141(5): 051006
|
| [36] |
Liu Y, Wang Y, Zhang Y. . Design and performance analysis of compressed CO2 energy storage of a solar power tower generation system based on the S-CO2 Brayton cycle. Energy Conversion and Management, 2021, 249: 114856
|
| [37] |
Wu S, Zhou C, Doroodchi E. . Techno-economic analysis of an integrated liquid air and thermochemical energy storage system. Energy Conversion and Management, 2020, 205: 112341
|
| [38] |
Mohamad I H A, Ramachandaramurthya V K, Sanjeevikumar P B. . NSGA-II and MOPSO based optimization for sizing of hybrid PV/wind/battery energy storage system. International Journal of Power Electronics and Drive Systems, 2019, 10(1): 463–478
|
| [39] |
Du Y, Gao K. Ecological security evaluation of marine ranching with AHP-entropy-based TOPSIS: A case study of Yantai, China. Marine Policy, 2020, 122: 104223
|
| [40] |
Niu D, Wu G, Ji Z. . Evaluation of provincial carbon neutrality capacity of China based on combined weight and improved TOPSIS model. Sustainability, 2021, 13(5): 2777
|
| [41] |
Luo Z, Yang S, Xie N. . Multi-objective capacity optimization of a distributed energy system considering economy, environment and energy. Energy Conversion and Management, 2019, 200: 112081
|
| [42] |
EnergyPlus. Weather data—Hebei Zhangbei 533990 (CSWD). 2023, available at the website of EnergyPlus
|
| [43] |
Wang X, Zhu Q, Wang Y. Optimal allocation of wind-solar storage capacity of microgrid considering carbon emission reduction benefits. IOP Conference Series. Earth and Environmental Science, 2021, 804(3): 032015
|
| [44] |
Koleva M, Guerra O J, Eichman J. . Optimal design of solar-driven electrolytic hydrogen production systems within electricity markets. Journal of Power Sources, 2021, 483: 229183
|
| [45] |
Chen X, Zhou H, Li W. . Multi-criteria assessment and optimization study on 5 kW PEMFC based residential CCHP system. Energy Conversion and Management, 2018, 160: 384–395
|
RIGHTS & PERMISSIONS
Higher Education Press