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Fault detection and diagnosis of the air handling unit via an enhanced kernel slow feature analysis approach considering the time-wise and batch-wise dynamics 期刊论文
ENERGY AND BUILDINGS, 2021, 卷号: 253, 页码: 22
作者:  Zhang, Hanyuan;  Li, Chengdong;  Li, Ding;  Zhang, Yunchu;  Peng, Wei
收藏  |  浏览/下载：165/0  |  提交时间：2021/12/28
Air handling unit  Fault detection and diagnosis  Kernel slow feature analysis  Multiway data analysis  Discriminant analysis  
Accurate prediction of short-term photovoltaic power generation via a novel double-input-rule-modules stacked deep fuzzy method 期刊论文
ENERGY, 2020, 卷号: 212, 页码: 13
作者:  Li, Chengdong;  Zhou, Changgeng;  Peng, Wei;  Lv, Yisheng;  Luo, Xin
收藏  |  浏览/下载：206/0  |  提交时间：2021/03/08
PV power generation prediction  Deep fuzzy model  Double input rule module  Data driven method  Least square method  
Interval data driven construction of shadowed sets with application to linguistic word modelling 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 507, 页码: 503-521
作者:  Li, Chengdong;  Yi, Jianqiang;  Wang, Hongkai;  Zhang, Guiqing;  Li, Junqing
收藏  |  浏览/下载：212/0  |  提交时间：2019/12/16
Shadowed set  Interval data  Data driven  Tolerance limit  Percentile statistic  
Interval type-2 fuzzy logic based transmission power allocation strategy for lifetime maximization of WSNs 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 卷号: 87, 页码: 11
作者:  Peng, Wei;  Li, Chengdong;  Zhang, Guiqing;  Yi, Jianqiang
收藏  |  浏览/下载：178/0  |  提交时间：2020/03/30
Transmission power allocation  Type-2 fuzzy  Wireless sensor network  Network lifetime  
A Hybrid Learning Method for the Data-Driven Design of Linguistic Dynamic Systems 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2019, 卷号: 6, 期号: 6, 页码: 1487-1498
作者:  Li, Chengdong;  Yi, Jianqiang;  Lv, Yisheng;  Duan, Peiyong
浏览  |  Adobe PDF(7716Kb)  |  收藏  |  浏览/下载：301/81  |  提交时间：2020/03/30
Fuzzy set  least square method  linguistic dynamic system (LDS)  multi-objective optimization  
Data driven parallel prediction of building energy consumption using generative adversarial nets 期刊论文
ENERGY AND BUILDINGS, 2019, 卷号: 186, 页码: 230-243
作者:  Tian, Chenlu;  Li, Chengdong;  Zhang, Guiqing;  Lv, Yisheng
收藏  |  浏览/下载：214/0  |  提交时间：2019/07/12
building energy consumption  deep learning  parallel prediction  Generative Adversarial Nets  
Analysis and Design of Functionally Weighted Single-Input-Rule-Modules Connected Fuzzy Inference Systems 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 卷号: 26, 期号: 1, 页码: 56-71
作者:  Li, Chengdong;  Gao, Junlong;  Yi, Jianqiang;  Zhang, Guiqing
收藏  |  浏览/下载：168/0  |  提交时间：2018/10/10
Data-driven Method  Fuzzy Inference System (Fis)  Least-squares Method  Parameter Learning  Single-input Rule Module (Sirm)  
Deep Belief Network Based Hybrid Model for Building Energy Consumption Prediction 期刊论文
ENERGIES, 2018, 卷号: 11, 期号: 1
作者:  Li, Chengdong;  Ding, Zixiang;  Yi, Jianqiang;  Lv, Yisheng;  Zhang, Guiqing
收藏  |  浏览/下载：213/0  |  提交时间：2018/10/10
Building Energy Consumption Prediction  Deep Belief Network  Contrastive Divergence Algorithm  Least Squares Learning  Energy-consuming Pattern  
Data-driven design of the extended fuzzy neural network having linguistic outputs 期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 卷号: 34, 期号: 1, 页码: 349-360
作者:  Li, Chengdong;  Ding, Zixiang;  Qian, Dianwei;  Lv, Yisheng
收藏  |  浏览/下载：162/0  |  提交时间：2018/10/10
Data-driven Method  Fuzzy Neural Network  Multi-objective Optimization  Structure Reduction  
Data driven hybrid fuzzy model for short-term traffic flow prediction 期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 卷号: 35, 期号: 6, 页码: 6525-6536
作者:  Li, Chengdong;  Yan, Bingyang;  Tang, Minjia;  Yi, Jianqiang;  Zhang, Xiqiao
收藏  |  浏览/下载：326/0  |  提交时间：2019/07/12
Traffic flow prediction  fuzzy method  single input rule module  least square learning  traffic-flow pattern