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A data-driven framework integrating Lyapunov-based MPC and OASIS-based observer for control beyond training domains 期刊论文
发表期刊: JOURNAL OF PROCESS CONTROL. 出版年: 2024, 卷号: 138
作者:  Bhadriraju, Bhavana;  Kwon, Joseph Sang-Il;  Khan, Faisal
收藏  |  浏览/下载：12/0  |  提交时间：2024/10/04
Adaptive data-driven model  Domain of applicability  Input-to-state stability  Lyapunov function  Model predictive control  Observer  
A Stepwise Clustered Hydrological Model for Addressing the Temporal Autocorrelation of Daily Streamflows in Irrigated Watersheds 期刊论文
发表期刊: WATER RESOURCES RESEARCH. 出版年: 2022, 卷号: 58, 期号: 2
作者:  Li, Kailong;  Huang, Guohe;  Wang, Shuo;  Baetz, Brian;  Xu, Weihuang
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
data-driven model  regression tree ensemble  Bayesian inference  autocorrelation  irrigation scheduling  
Operable adaptive sparse identification of systems: Application to chemical processes 期刊论文
发表期刊: AICHE JOURNAL. 出版年: 2020, 卷号: 66, 期号: 11
作者:  Bhadriraju, Bhavana;  Bangi, Mohammed Saad Faizan;  Narasingam, Abhinav;  Kwon, Joseph Sang-Il
收藏  |  浏览/下载：22/0  |  提交时间：2021/01/07
data-driven system identification  deep neural networks  model predictive control  online model identification  sparse regression  
Air Quality Forecast through Integrated Data Assimilation and Machine Learning 会议论文
会议名称: 11th International Conference on Agents and Artificial Intelligence (ICAART). 会议地点: Prague, CZECH REPUBLIC. 会议日期: FEB 19-21, 2019
作者:  Lin, Hai Xiang;  Jin, Jianbing;  van den Herik, Jaap
收藏  |  浏览/下载：36/0  |  提交时间：2021/11/30
Chemical Transport Model  Data-driven Machine Learning  Physics-based Machine Learning  
Comparison of deterministic and data-driven models for solar radiation estimation in China 期刊论文
发表期刊: RENEWABLE & SUSTAINABLE ENERGY REVIEWS. 出版年: 2018, 卷号: 81, 页码: 579-594
作者:  Qin, Wenmin;  Wang, Lunche;  Lin, Aiwen;  Zhang, Ming;  Xia, Xiangao;  Hu, Bo;  Niu, Zigeng
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/29
Solar radiation  Deterministic model  Data-driven model  Comparison  China  
Grassland gross carbon dioxide uptake based on an improved model tree ensemble approach considering human interventions: global estimation and covariation with climate 期刊论文
发表期刊: GLOBAL CHANGE BIOLOGY. 出版年: 2017, 卷号: 23, 期号: 7, 页码: 2720-2742
作者:  Liang, Wei;  Lu, Yihe;  Zhang, Weibin;  Li, Shuai;  Jin, Zhao;  Ciais, Philippe;  Fu, Bojie;  Wang, Shuai;  Yan, Jianwu;  Li, Junyi;  Su, Huimin
收藏  |  浏览/下载：19/0  |  提交时间：2019/11/29
arid/semiarid ecosystems  climate control  data-driven method  global grassland GPP  grazing and cutting  model tree ensembles  spatiotemporal patterns  
Supporting the Linked Data Approach to Maintain Coherence Across Rich EMF Models 会议论文
会议名称: 12th European Conference on Modelling Foundations and Applications (ECMFA) Held as Part of Software Technologies: Applications and Foundations (STAF) Conference. 会议地点: Vienna, AUSTRIA. 会议日期: JUL 06-07, 2016
作者:  El-Khoury, Jad;  Ekelin, Cecilia;  Ekholm, Christian
收藏  |  浏览/下载：6/0  |  提交时间：2019/12/09
Linked data  OSLC  Tool integration  Tool interoperability  EMF  Code generation  Model-driven engineering  
Supporting the Linked Data Approach to Maintain Coherence Across Rich EMF Models 会议论文
会议名称: 12th European Conference on Modelling Foundations and Applications (ECMFA) Held as Part of Software Technologies: Applications and Foundations (STAF) Conference. 会议地点: Vienna, AUSTRIA. 会议日期: JUL 06-07, 2016
作者:  El-Khoury, Jad;  Ekelin, Cecilia;  Ekholm, Christian
收藏  |  浏览/下载：8/0  |  提交时间：2019/12/09
Linked data  OSLC  Tool integration  Tool interoperability  EMF  Code generation  Model-driven engineering  
Prediction of Groundwater Level for Sustainable Water Management in an Arid Basin Using Datadriven Models 会议论文
会议名称: International Conference on Sustainable Energy and Environmental Engineering (SEEE). 会议地点: Bangkok, THAILAND. 会议日期: OCT 25-26, 2015
作者:  Huang, Mutao;  Tian, Yong
收藏  |  浏览/下载：5/0  |  提交时间：2019/12/09
data-driven  groundwater level forecasting  ANN  SVM  model tree  
Prediction of Groundwater Level for Sustainable Water Management in an Arid Basin Using Datadriven Models 会议论文
会议名称: International Conference on Sustainable Energy and Environmental Engineering (SEEE). 会议地点: Bangkok, THAILAND. 会议日期: OCT 25-26, 2015
作者:  Huang, Mutao;  Tian, Yong
收藏  |  浏览/下载：19/0  |  提交时间：2019/12/09
data-driven  groundwater level forecasting  ANN  SVM  model tree