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Congzhi Huang

North China Electric Power University

22H指数
98论文数
1.4K被引数
收录论文 46
发表时间
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Data-driven predictive control for combined-cycle gas turbines by multi-agent reinforcement learning基于多智能体强化学习的联合循环燃气轮机数据驱动预测控制
errEnergy Conversion and Management
IF10.9
err2026-09-22
err0
PREAI
errRen Liu; Congzhi Huang; Haofei Wang; Chuanbin Wang; Shuzhi Sam Ge
err分享
err收藏
Scalable parallel yaw optimization for large wind farms via adaptive wake interaction graph decomposition针对大型风电场的可扩展并行偏航优化：通过自适应尾流交互图分解
errEnergy
IF9.4
err2026-08-25
err0
PREAI
errFan Zhang; Guolian Hou; Yusen Wu; Congzhi Huang
err分享
err收藏
Reinforcement Learning-Enhanced Model-Free Adaptive Predictive Control With Residual-Neural Compensation for Heavy-Duty Gas Turbine Generation Systems基于强化学习增强的无模型自适应预测控制及残差神经网络补偿的重型燃气轮机发电系统
errIEEE Transactions on Systems Man Cybernetics-Systems
IF8.7
err2026-07-28
err0
PREAI
errRen Liu; Congzhi Huang; Haofei Wang; Shuzhi Sam Ge
err分享
err收藏
Shaft speed optimization and performance analysis of heavy-duty gas turbines based on fully actuated system with flexible disturbance rejection基于全驱动系统与柔性干扰抑制的重型燃气轮机轴速优化及性能分析
errJournal of the Franklin Institute
IF4.2
err2026-07-01
err0
PREAI
errLiu, Ren; Huang, Congzhi; Wang, Haofei; Ge, Shuzhi Sam
err分享
err收藏
Enhanced Multiagent Reinforcement-Learning-Aided Adaptive Fractional-Order EADRC for Load Frequency Control of Multiarea Power Systems基于多智能体强化学习的自适应分数阶EADRC在多区域电力系统负荷频率控制中的应用
errIEEE Transactions on Cybernetics
IF10.5
err2026-05-01
err1
PREAI
errWang, Xianyu; Huang, Congzhi; Ge, Shuzhi Sam
err分享
err收藏
A Residual-Enhanced Dual-Model-Driven Method for Wind Turbine Condition Monitoring残差增强的双模型驱动风力涡轮机状态监测方法
errIEEE Transactions on Reliability
IF5.7
err2026-04-24
err0
PREAI
errYu Wang; Congzhi Huang; Shuzhi Sam Ge
err分享
err收藏
Constrained multimodal multi-objective optimization for large-scale wind farm layout by tri-population coevolutionary framework基于三群体协同进化框架的大规模风电场布局约束多模态多目标优化
errApplied Energy
IF11
err2026-03-07
err0
PREAI
errFan Zhang; Guolian Hou; Congzhi Huang
err分享
err收藏
Observer-Based Finite-Time-Synchronized Load Frequency Control Using ADRC for Power Systems With Heterogeneous Distributed Resources基于ADRC的有限时间同步负载频率控制：用于异构分布式资源电力系统
errieee transactions on systems, man, and cybernetics: systems
IF0
err2026-02-06
err0
PREAI
errXianyu Wang; Congzhi Huang; Shuzhi Sam Ge
err分享
err收藏
Multivariate modeling on wake-affected wind farms by two-stage hybrid graph neural network基于两阶段混合图神经网络的风电场多变量建模
errApplied Energy
IF11
err2025-11-07
err0
PREAI
errGuolian Hou; Fan Zhang; Congzhi Huang; Ting Huang
err分享
err收藏
State of charge estimation approach based on physics-data fusion model and adaptive Kalman filter for lithium battery基于物理-数据融合模型和自适应卡尔曼滤波器的锂离子电池荷电状态估计方法
errJournal of Energy Storage
IF9.8
err2025-10-31
err0
PREAI
errCongzhi Huang; Jiaqi Sun; Xianyu Wang
err分享
err收藏
Joint prediction of SOH and RUL for Lithium-ion batteries by an enhanced Transformer model with physical information constraints基于物理信息约束的增强型Transformer模型对锂离子电池SOH和RUL的联合预测
errEnergy
IF9.4
err2025-09-10
err0
PREAI
errGuolian Hou; Fan Zhang; Congzhi Huang; Ting Huang
err分享
err收藏
A health monitoring method based on multivariate-time series adaptive gated recurrent unit transfer learning model for coal mill system基于多变量时间序列自适应门控循环单元迁移学习模型的煤磨系统健康监测方法
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-04-01
err2
PREAI
errHuang, Congzhi; He, Jiaxuan; Zheng, Wei; Ke, Zhiwu
err分享
err收藏
Hierarchical Model Predictive Control Approach for CHP Unit Toward Flexible Load Services
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-02-01
err0
PREAI
errHuang, Ting; Hou, Guolian; Ye, Lingling; Huang, Congzhi
err分享
err收藏
Intelligent modeling of combined heat and power unit under full operating conditions via improved crossformer and precise sparrow search algorithm
errENERGY
IF9.4
err2024-11-01
err0
PREAI
errHou, Guolian; Ye, Lingling; Huang, Ting; Huang, Congzhi
err分享
err收藏
Data-driven modeling approach of heavy-duty gas turbine with physical constraint by MTGNN and Transformer
errCONTROL ENGINEERING PRACTICE
IF4.6
err2024-10-01
err1
PREAI
errLiu, Ren; Huang, Congzhi
err分享
err收藏
Dual fault warning method for coal mill based on Autoformer WaveBound
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-05-01
err2
PREAI
errHuang, Congzhi; Qu, Shuangyan; Ke, Zhiwu; Zheng, Wei
err分享
err收藏
A novel wind power deterministic and interval prediction framework based on the critic weight method, improved northern goshawk optimization, and kernel density estimation
errRENEWABLE ENERGY
IF9.1
err2024-05-01
err4
PREAI
errHou, Guolian; Wang, Junjie; Fan, Yuzhen; Zhang, Jianhua; Huang, Congzhi
err分享
err收藏
A hierarchical reinforcement learning GPC for flexible operation of ultra-supercritical unit considering economy
errENERGY
IF9.4
err2024-02-01
err2
PREAI
errHou, Guolian; Huang, Ting; Zheng, Fumeng; Huang, Congzhi
err分享
err收藏
IFCN-BIASN Based Built-In Test Signal State Recognition for Heavy-Duty Gas Turbine Controller
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err0
PREAI
errHuang, Congzhi; Yang, Yang
err分享
err收藏
Active disturbance rejection control and multi-objective optimization for wind turbine active power regulation
errCONTROL ENGINEERING PRACTICE
IF4.6
err2023-12-01
err4
PREAI
errHuang, Congzhi; Zhuang, Jini
err分享
err收藏

研究方向

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