Reinforcement learning based multi-model predictive control for boiler-turbine coordinated system of USC unit under wide load conditions.

Guolian Hou

Guolian Hou Zeyu Liu Xiangyu Du Reinforcement learning based multi-model predictive control for boiler-turbine coordinated system of USC unit under wide load conditions. 2026 115580 201 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2026.115580 db/journals/asc/asc201.html#HouLD26 streams/journals/asc

Lingling Ye Guolian Hou Wenchuan Huang Hierarchical Reinforcement Learning EADRC Strategy for CHP Unit Integrated With Absorption Heat Pump Toward Fast Variable Load Demands. 2026 March 2493-2504 22 IEEE Trans. Ind. Informatics 3 https://doi.org/10.1109/TII.2025.3640960 db/journals/tii/tii22.html#YeHH26 streams/journals/tii

Ting Huang Guolian Hou Lingling Ye Congzhi Huang Hierarchical Model Predictive Control Approach for CHP Unit Toward Flexible Load Services. 1459-1468 2025 February 21 IEEE Trans. Ind. Informatics 2 https://doi.org/10.1109/TII.2024.3478271 db/journals/tii/tii21.html#HuangHYH25 streams/journals/tii

Ting Huang Guolian Hou Congzhi Huang Fan Zhang 0135 Qingwei Li Intelligent Modeling for Deep Peak Shaving Oriented Thermal Power-Molten Salt Heat Storage Coupled System by Improved Mamba-2. 4629-4640 2025 July 55 IEEE Trans. Syst. Man Cybern. Syst. 7 https://doi.org/10.1109/TSMC.2025.3554153 db/journals/tsmc/tsmc55.html#HuangHHZL25 streams/journals/tsmc

Guolian Hou Zhiqiang Guo Tianhao Zhang Electric and Heat Load Forecasting of Integrated Energy System. 344-347 2024 DTPI https://doi.org/10.1109/DTPI61353.2024.10778913 conf/dtpi/2024 db/conf/dtpi/dtpi2024.html#HouGZ24 Guolian Hou Tianhao Zhang Zhiqiang Guo Ting Huang Qingwei Li Accurate Modeling of CHP Plant by Digital Twin and Transformer Neural Network. 1-4 2023 DTPI https://doi.org/10.1109/DTPI59677.2023.10365452 conf/dtpi/2023 db/conf/dtpi/dtpi2023.html#HouZGHL23

Congzhi Huang Zhendong Shen Jianhua Zhang 0007 Guolian Hou BIT-Based Intermittent Fault Diagnosis of Analog Circuits by Improved Deep Forest Classifier. 1-13 2022 71 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2022.3194890 db/journals/tim/tim71.html#HuangSZH22

Linjuan Gong Guolian Hou Lin Wang Yaokui Gao Wenyu Wang Zhangming Zhao Jun Tang Hongri Guo Jian Liang Parallel Control of Ultra-supercritical Unit under Requirements of Flexible Operation. 1-5 2022 DTPI https://doi.org/10.1109/DTPI55838.2022.9998930 conf/dtpi/2022 db/conf/dtpi/dtpi2022.html#GongHWGWZTGL22 Ting Huang Guolian Hou Parallel Control Strategy for Flexible Operation of Ultra-supercritical Units Under Digital Twin Theory. 1-4 2022 DTPI https://doi.org/10.1109/DTPI55838.2022.9998903 conf/dtpi/2022 db/conf/dtpi/dtpi2022.html#HuangH22

Congzhi Huang Yasong Wang Guolian Hou Jianhua Zhang 0007 An LSTM-BINN Approach for Built-In Test Analog Signal State Recognition of Heavy-Duty Gas Turbine Controllers. 1-11 2021 70 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2021.3122200 db/journals/tim/tim70.html#HuangWHZ21

Linjuan Gong Guolian Hou Hongqun Gu Congzhi Huang Xuming Lv Lei Wang Parallel Control of Supercritical Thermal Power Unit based on the ACP Method. 1-4 2021 DTPI https://doi.org/10.1109/DTPI52967.2021.9540089 conf/dtpi/2022 db/conf/dtpi/dtpi2021.html#GongHGHLW21

Guolian Hou Linjuan Gong Xiaoyan Dai Mengyi Wang Congzhi Huang A Novel Fuzzy Model Predictive Control of a Gas Turbine in the Combined Cycle Unit. 6468517:1-6468517:18 2018 2018 Complex. https://doi.org/10.1155/2018/6468517 db/journals/complexity/complexity2018.html#HouGDWH18

Guolian Hou Tian Wang Huan Du Jianhua Zhang 0007 Xiaobin Zheng Extended State Space Predictive Control of Gas Turbine System in Combined Cycle Power Plant. 420-428 2017 LSMS/ICSEE (3) https://doi.org/10.1007/978-981-10-6364-0_42 conf/lsms/2017-3 db/conf/lsms/lsms2017-3.html#HouWDZZ17 Jianhua Zhang 0007 Haopeng Hu Jinzhu Pu Guolian Hou Model Predictive Control Based on the Dynamic PLS Approach to Waste Heat Recovery System. 509-518 2017 LSMS/ICSEE (3) https://doi.org/10.1007/978-981-10-6364-0_51 conf/lsms/2017-3 db/conf/lsms/lsms2017-3.html#ZhangHPH17

Mifeng Ren Jianhua Zhang 0007 Fang Fang Guolian Hou Jinliang Xu Improved Minimum Entropy Filtering for Continuous Nonlinear Non-Gaussian Systems Using a Generalized Density Evolution Equation. 2510-2523 2013 15 Entropy 7 https://doi.org/10.3390/e15072510 db/journals/entropy/entropy15.html#RenZFHX13

Mihai Draganescu Shen Guo Jacek Wojcik Jihong Wang Yali Xue Qirui Gao Xiangjie Liu Guolian Hou Dynamic matrix model predictive control of coal feeder speed of a supercritical power plant. 1-6 2013 ICAC https://ieeexplore.ieee.org/document/6662004/ conf/iconac/2013 db/conf/iconac/iconac2013.html#DraganescuGWWXGLH13

Jianhua Zhang 0007 Wenfang Zhang Guolian Hou Fang Fang Dynamic modeling and multivariable control of organic Rankine cycles in waste heat utilizing processes. 908-921 2012 64 Comput. Math. Appl. 5 https://doi.org/10.1016/j.camwa.2012.01.054 db/journals/cma/cma64.html#ZhangZHF12

Jianhua Zhang 0007 Lilong Du Mifeng Ren Guolian Hou Minimum Error Entropy Filter for Fault Detection of Networked Control Systems. 505-516 2012 14 Entropy 3 https://doi.org/10.3390/e14030505 db/journals/entropy/entropy14.html#ZhangDRH12

Mifeng Ren Jianhua Zhang 0007 Man Jiang Ye Tian Guolian Hou Statistical Information Based Single Neuron Adaptive Control for Non-Gaussian Stochastic Systems. 1154-1164 2012 14 Entropy 7 https://doi.org/10.3390/e14071154 db/journals/entropy/entropy14.html#RenZJTH12

Mifeng Ren Jianhua Zhang 0007 Jinfang Zhang Guolian Hou Minimum entropy incremental control for nonlinear stochastic systems with non-Gaussian disturbances and uncertain parameters. 197-201 2012 ACC https://doi.org/10.1109/ACC.2012.6315026 conf/amcc/2012 db/conf/amcc/acc2012.html#RenZZH12 Xiangjie Liu Xuewei Tu Guolian Hou Jihong Wang The dynamic neural network model of a ultra super-critical steam boiler unit. 2474-2479 2011 ACC https://doi.org/10.1109/ACC.2011.5991224 conf/amcc/2011 db/conf/amcc/acc2011.html#LiuTHW11 Jianhua Zhang 0007 Wenfang Zhang Ying Li Guolian Hou Controller Design for a Heat Exchanger in Waste Heat Utilizing Systems. 379-386 2011 ICSI (2) https://doi.org/10.1007/978-3-642-21524-7_46 conf/swarm/2011-2 db/conf/swarm/icsi2011-2.html#ZhangZLH11 Jianhua Zhang 0007 Yingxin Wang Rui Wang Guolian Hou A New Particle Swarm Optimization Solution to Nonconvex Economic Dispatch Problem. 191-197 2010 ICSI (1) https://doi.org/10.1007/978-3-642-13495-1_24 conf/swarm/2010-1 db/conf/swarm/icsi2010-1.html#ZhangWWH10 Yi Zhang Guolian Hou Baojiang Wu Actuator fault detection and diagnosis based on morphology-wavelet. 4902-4907 2009 CDC https://doi.org/10.1109/CDC.2009.5399470 conf/cdc/2009 db/conf/cdc/cdc2009.html#ZhangHW09 Guolian Hou Yi Zhang Jianhua Zhang 0007 Sensors Fault Detection and Diagnosis Based On Morphology-wavelet Algorithm. 629-634 2008 RAM https://doi.org/10.1109/RAMECH.2008.4681472 conf/ram/2008 db/conf/ram/ram2008.html#HouZZ08 Jianhua Zhang 0007 Guolian Hou Jinfang Zhang Adaptive Neuro-control System for Superheated Steam Temperature of Power Plant over Wide Range Operation. 138-141 2006 conf/isda/2006 ISDA (1) https://doi.org/10.1109/ISDA.2006.85 https://doi.ieeecomputersociety.org/10.1109/ISDA.2006.85 db/conf/isda/isda2006-1.html#ZhangHZ06 Jianhua Zhang 0007 Guolian Hou Yunze Wang Jinfang Zhang Networked Control For Robotic Manipulators Via T-S Fuzzy Control And Descriptor Representation. 628-631 2006 ISDA (2) https://doi.org/10.1109/ISDA.2006.253909 https://doi.ieeecomputersociety.org/10.1109/ISDA.2006.253909 conf/isda/2006 db/conf/isda/isda2006-2.html#ZhangHWZ06 Xiaoyan Dai Mihai Draganescu Huan Du Lilong Du Xiangyu Du Fang Fang Qirui Gao Yaokui Gao Linjuan Gong Hongqun Gu Hongri Guo Shen Guo Zhiqiang Guo Haopeng Hu Congzhi Huang Ting Huang Wenchuan Huang Man Jiang Qingwei Li Ying Li Jian Liang Xiangjie Liu Zeyu Liu Xuming Lv Jinzhu Pu Mifeng Ren Zhendong Shen Jun Tang Ye Tian Xuewei Tu Jihong Wang Lei Wang Lin Wang Mengyi Wang Rui Wang Tian Wang Wenyu Wang Yasong Wang Yingxin Wang Yunze Wang Jacek Wojcik Baojiang Wu Jinliang Xu Yali Xue Lingling Ye Fan Zhang 0135 Jianhua Zhang 0007 Jinfang Zhang Tianhao Zhang Wenfang Zhang Yi Zhang Zhangming Zhao Xiaobin Zheng