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CASIA OpenIR

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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：166/0  |  提交时间：2021/12/28
Air handling unit  Fault detection and diagnosis  Kernel slow feature analysis  Multiway data analysis  Discriminant analysis  
Property Preservation of Petri Synthesis Net Based Representation for Embedded Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 905-915
作者:  Chuanliang Xia;  Chengdong Li
Adobe PDF(1761Kb)  |  收藏  |  浏览/下载：131/39  |  提交时间：2021/04/09
Modeling  Petri nets  property preservation  subnet  synthesis  
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：208/0  |  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 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：180/0  |  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：305/81  |  提交时间：2020/03/30
Fuzzy set  least square method  linguistic dynamic system (LDS)  multi-objective optimization  
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：214/0  |  提交时间：2019/12/16
Shadowed set  Interval data  Data driven  Tolerance limit  Percentile statistic  
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：327/0  |  提交时间：2019/07/12
Traffic flow prediction  fuzzy method  single input rule module  least square learning  traffic-flow pattern  
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  
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：214/0  |  提交时间：2018/10/10
Building Energy Consumption Prediction  Deep Belief Network  Contrastive Divergence Algorithm  Least Squares Learning  Energy-consuming Pattern  
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：170/0  |  提交时间：2018/10/10
Data-driven Method  Fuzzy Inference System (Fis)  Least-squares Method  Parameter Learning  Single-input Rule Module (Sirm)