Review of dynamic performance and control strategy of supercritical CO2 Brayton cycle

被引:42
|
作者
Wang, Xuan [1 ]
Wang, Rui [1 ]
Bian, Xingyan [1 ]
Cai, Jinwen [1 ]
Tian, Hua [1 ]
Shu, Gequn [2 ]
Li, Xinyu [3 ]
Qin, Zheng [3 ]
机构
[1] Tianjin Univ, State Key Lab Engines, 92 Weijin Rd, Tianjin 300072, Peoples R China
[2] Univ Sci & Technol China, Dept Thermal Sci & Energy Engn, Hefei 230027, Peoples R China
[3] Shanghai Marine Diesel Engine Res Inst, Pudong New Area, 400 Newton Rd, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
ARTIFICIAL NEURAL-NETWORKS; POWER-GENERATION; HEAT-EXCHANGERS; WASTE HEAT; DESIGN; LOOP; OPERATION; SYSTEMS;
D O I
10.1016/j.egyai.2021.100078
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In recent years, the supercritical carbon dioxide Brayton cycle (SCBC) has been regarded as a promising next generation power conversation system, owing to its high efficiency, compact components, applicability for various kinds of heat sources and so on. This paper makes a detailed review of the dynamic performance and control strategy of SCBC. The dynamic simulation model of SCBC is overviewed in detail including different modeling methods of the main component models and validation of system model. As the most inevitable approach to evaluate the dynamic performance of SCBC in practice, existing SCBC test benches concerning SCBC are well collected and presented. Based on these, the open loop dynamic system performances by changing different manipulated variables are reviewed and then various control methods for essential state parameters by different manipulated variables are summarized. Finally, various control strategies of load following and startup/shutdown are clearly presented. With the rapid development of artificial intelligence, combining the core mechanism model and key parameters identifi-cation based on experimental data and machine learning to obtain an accurate model within a wide range of working condition is a popular trend in modeling of SCBC. Moreover, deep reinforcement learning will be a potential method for the control strategy in SCBC.
引用
收藏
页数:28
相关论文
共 50 条
  • [31] Advanced control strategies for dynamic operation of a solar-assisted recompression supercritical CO2 Brayton power cycle
    Minh Tri Luu
    Milani, Dia
    McNaughton, Robbie
    Abbas, Ali
    [J]. APPLIED THERMAL ENGINEERING, 2018, 136 : 682 - 700
  • [32] Dynamic characteristics and control strategies of the supercritical CO2 Brayton cycle tailored for the new generation concentrating solar power
    Zhang, Yifan
    Li, Hongzhi
    Li, Kailun
    Yang, Yu
    Zhou, Yujia
    Zhang, Xuwei
    Xu, Ruina
    Zhuge, Weilin
    Lei, Xianliang
    Dan, Guangju
    [J]. APPLIED ENERGY, 2022, 328
  • [33] Performance analysis of cooling system based on improved supercritical CO2 Brayton cycle for scramjet
    Miao, Heyang
    Wang, Zhongwei
    Niu, Yaobin
    [J]. APPLIED THERMAL ENGINEERING, 2020, 167
  • [34] Study of Corrosion Behavior of Alloys in Supercritical CO2 Brayton Cycle Power Generation: A Review
    Mao S.
    Yang Y.
    Wu W.
    Yang Q.
    [J]. Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2021, 41 (08): : 2782 - 2790
  • [35] Performance analysis and optimization of supercritical CO2 Brayton cycle waste heat recovery system
    Yu T.-F.
    Song L.
    [J]. Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2023, 57 (02): : 404 - 414
  • [36] DESIGN OF AN EXPERIMENTAL TEST FACILITY FOR SUPERCRITICAL CO2 BRAYTON CYCLE
    Garg, Pardeep
    Kumar, Pramod
    Dutta, Pradip
    Conboy, Thomas
    Ho, Clifford
    [J]. PROCEEDINGS OF THE ASME 8TH INTERNATIONAL CONFERENCE ON ENERGY SUSTAINABILITY, 2014, VOL 1, 2014,
  • [37] Second law analysis of supercritical CO2 recompression Brayton cycle
    Sarkar, Jahar
    [J]. ENERGY, 2009, 34 (09) : 1172 - 1178
  • [38] PRELIMINARY EXPERIMENTAL STUDY OF PRECOOLER IN SUPERCRITICAL CO2 BRAYTON CYCLE
    Baik, Seungjoon
    Kim, Seong Gu
    Bae, Seong Jun
    Ahn, Yoonhan
    Lee, Jekyoung
    Lee, Jeong Ik
    [J]. PROCEEDINGS OF THE ASME TURBO EXPO: TURBINE TECHNICAL CONFERENCE AND EXPOSITION, 2015, VOL 9, 2015,
  • [39] Performance evaluation of supercritical CO2 Brayton cycle with two-stage compression and intercooling
    Jiang, Jiahui
    Yu, Yongqiang
    Zhao, Yuanyang
    Liu, Guangbin
    Yang, Qichao
    Liu, Yunxia
    Li, Liansheng
    [J]. Case Studies in Thermal Engineering, 2024, 64
  • [40] Control methods for mitigating flow oscillations in a supercritical CO2 recompression closed Brayton cycle
    Albright, Jacob
    Zitney, Stephen E.
    Liese, Eric
    [J]. APPLIED ENERGY, 2023, 352