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Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1704-1715
作者:
Syed Ali Asad Rizvi
;
Amanda J. Pertzborn
;
Zongli Lin
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/07/20
HVAC control
optimal tracking
Q-learning
reinforcement learning (RL)
A fractional order PID controller using MACOA for indoor temperature in air-conditioning room
期刊论文
JOURNAL OF BUILDING ENGINEERING, 2021, 卷号: 44
作者:
Li, Shaoyong
;
Wei, Mingsong
;
Wei, Yeru
;
Wu, Zongli
;
Han, Xilian
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  |  
浏览/下载:10/0
  |  
提交时间:2021/10/14
Air-conditioning technology
Fractional order PID control
Modified ant colony optimization algorithm (MACOA)
Tuning parameters of fractional order PID
controller Numerical simulation
Learning Control for Air Conditioning Systems via Human Expressions
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 8, 页码: 7662-7671
作者:
Wei, Qinglai
;
Li, Tao
;
Liu, Derong
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  |  
浏览/下载:58/0
  |  
提交时间:2021/06/15
Adaptive dynamic programming
air conditioning control
deep learning (DL)
deep Q-network (DQN)
human expressions
optimal control
reinforcement learning (RL)
Q-learning
Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 4, 页码: 3599-3608
作者:
Wei, Qinglai
;
Liao, Zehua
;
Song, Ruizhuo
;
Zhang, Pinjia
;
Wang, Zhuo
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  |  
浏览/下载:79/0
  |  
提交时间:2021/03/02
Optimal control
Air conditioning
Load modeling
Neural networks
Dynamic programming
Predictive models
Adaptive dynamic programming (ADP)
cooling load prediction
ice-storage air conditioning (IAC)
neural network
optimal control
Auto-Tuning Parameters of Fractional PID Controller Design for Air-Conditioning Fan Coil Unit
期刊论文
Journal of Shanghai Jiaotong University (Science), 2021, 卷号: 26, 期号: 2, 页码: 186-192
作者:
Li, Shaoyong
;
Wang, Duo
;
Han, Xilian
;
Cheng, Kang
;
Zhao, Chunrun
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  |  
浏览/下载:11/0
  |  
提交时间:2021/04/12
Air conditioning
Electric control equipment
Fans
Genetic algorithms
MATLAB
Proportional control systems
Quality control
Space heating
Three term control systems
Air-conditioning design
Control performance
Differential evolution algorithms
Fractional pid controllers
Fractional-order PID controllers
Indoor temperature
Modified differential evolution algorithms
Steady state errors
Energy-Efficient Optimal Guaranteed Cost Intermittent-Switch Control of a Direct Expansion Air Conditioning System
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1852-1866
作者:
Jun Mei
;
Zhenyu Lu
;
Junhao Hu
;
Yuling Fan
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  |  
浏览/下载:15/0
  |  
提交时间:2021/09/03
Energy efficiency
hierarchical control
open loop optimal control
optimal guaranteed cost periodically intermittent-switch control
Ventilation and air conditioning system of deep-buried subway station in sub-tropical climates: Energy-saving strategies
期刊论文
APPLIED THERMAL ENGINEERING, 2020, 卷号: 178, 页码: 12
作者:
Yin, Hua
;
Yang, Caiyun
;
Yi, Linzi
;
Yu, Junyan
;
Wu, Yingfeng
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  |  
浏览/下载:36/0
  |  
提交时间:2020/10/30
Energy consumption
Energy audit
Energy-saving potential
VAC system
Subway station
Li-ion power battery temperature control by a battery thermal management and vehicle cabin air conditioning integrated system
期刊论文
ENERGY FOR SUSTAINABLE DEVELOPMENT, 2020, 卷号: 57, 页码: 141-148
作者:
Cen, Jiwen
;
Jiang, Fangming
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  |  
浏览/下载:27/0
  |  
提交时间:2020/10/30
Electric vehicle
Li-ion battery thermal management
Direct refrigerant cooling
PID control algorithm
Recursive Approximation of Complex Behaviours With IoT-Data Imperfections
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 656-667
作者:
Korkut Bekiroglu
;
Seshadhri Srinivasan
;
Ethan Png
;
Rong Su
;
Constantino Lagoa
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  |  
浏览/下载:35/0
  |  
提交时间:2021/03/11
Adaptability
distributed decision systems
imperfect measurements
internet of things (IoT)
low order model identification
Parallel Adaptive Critic Designs of Optimal Control for Ice-Storage Air Conditioning Systems
会议论文
Xiamen, China, 2019-12
作者:
Liao, Zehua
;
Wei, Qinglai
;
Song, Ruizhuo
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  |  
浏览/下载:37/0
  |  
提交时间:2020/06/26
Parallel adaptive critic design
Adaptive dynamic programming
Particle swarm optimization
Ice-storage air conditioning
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