Industrial Steam Systems Optimization under Uncertainty Using Data-Driven Adaptive Robust Optimization

2019 American Control Conference (ACC) ◽

10.23919/acc.2019.8814875 ◽

2019 ◽

Author(s):

Liang Zhac ◽

Chao Ning ◽

Fengqi You

Keyword(s):

Robust Optimization ◽

Optimization Under Uncertainty ◽

Data Driven ◽

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Optimizing Return on Investment in Biomass Conversion Networks under Uncertainty Using Data-Driven Adaptive Robust Optimization

Computer Aided Chemical Engineering - 29th European Symposium on Computer Aided Process Engineering ◽

10.1016/b978-0-12-818634-3.50012-6 ◽

2019 ◽

pp. 67-72

Author(s):

Jack Nicoletti ◽

Chao Ning ◽

Fengqi You

Keyword(s):

Robust Optimization ◽

Return On Investment ◽

Biomass Conversion ◽

Data Driven ◽

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Data-driven stochastic robust optimization: General computational framework and algorithm leveraging machine learning for optimization under uncertainty in the big data era

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2017.12.015 ◽

2018 ◽

Vol 111 ◽

pp. 115-133 ◽

Author(s):

Chao Ning ◽

Fengqi You

Keyword(s):

Machine Learning ◽

Big Data ◽

Robust Optimization ◽

Optimization Under Uncertainty ◽

Data Driven ◽

Computational Framework

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Chemical Process Scheduling under Disjunctive Uncertainty Using Data-Driven Multistage Adaptive Robust Optimization

2019 American Control Conference (ACC) ◽

10.23919/acc.2019.8815358 ◽

2019 ◽

Author(s):

Chao Ning ◽

Fengqi You

Keyword(s):

Robust Optimization ◽

Chemical Process ◽

Data Driven ◽

Process Scheduling ◽

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Planning PEV Fast-Charging Stations Using Data-Driven Distributionally Robust Optimization Approach Based on ϕ-Divergence

IEEE Transactions on Transportation Electrification ◽

10.1109/tte.2020.2971825 ◽

2020 ◽

Vol 6 (1) ◽

pp. 170-180 ◽

Author(s):

Bo Zhou ◽

Guo Chen ◽

Tingwen Huang ◽

Qiankun Song ◽

Yuefei Yuan

Keyword(s):

Robust Optimization ◽

Data Driven ◽

Optimization Approach ◽

Distributionally Robust Optimization ◽

Fast Charging ◽

Distributionally Robust ◽

Charging Stations

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Energy and Reserve Dispatch with Renewable Generation Using Data-Driven Distributionally Robust Optimization

2019 North American Power Symposium (NAPS) ◽

10.1109/naps46351.2019.9000207 ◽

2019 ◽

Author(s):

Zhichao Shi ◽

Hao Liang ◽

Venkata Dinavahi

Keyword(s):

Robust Optimization ◽

Data Driven ◽

Renewable Generation ◽

Distributionally Robust Optimization ◽

Distributionally Robust

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Large-scale industrial energy systems optimization under uncertainty: A data-driven robust optimization approach

Applied Energy ◽

10.1016/j.apenergy.2019.114199 ◽

2020 ◽

Vol 259 ◽

pp. 114199 ◽

Author(s):

Feifei Shen ◽

Liang Zhao ◽

Wenli Du ◽

Weimin Zhong ◽

Feng Qian

Keyword(s):

Robust Optimization ◽

Large Scale ◽

Energy Systems ◽

Optimization Under Uncertainty ◽

Data Driven ◽

Optimization Approach ◽

Industrial Energy

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Enabling Dynamic Real-Time Optimization under Uncertainty using Data-Driven Chance Constraints

Computer Aided Chemical Engineering - 30th European Symposium on Computer Aided Process Engineering ◽

10.1016/b978-0-12-823377-1.50199-3 ◽

2020 ◽

pp. 1189-1194

Author(s):

Joris Weigert ◽

Christian Hoffmann ◽

Erik Esche ◽

Jens-Uwe Repke

Keyword(s):

Real Time ◽

Chance Constraints ◽

Optimization Under Uncertainty ◽

Data Driven ◽

Time Optimization ◽

Real Time Optimization

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Development of a Pediatric Early Warning System Using Data-Driven Vital Signs

10.1542/peds.137.supplement_3.256a ◽

2016 ◽

Vol 137 (Supplement 3) ◽

pp. 256A-256A

Author(s):

Catherine Ross ◽

Iliana Harrysson ◽

Lynda Knight ◽

Veena Goel ◽

Sarah Poole ◽

...

Keyword(s):

Early Warning ◽

Early Warning System ◽

Vital Signs ◽

Warning System ◽

Data Driven ◽

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A Coordinated Tracking Control of Multi-Agent Systems Using Data-Driven Methods

2018 37th Chinese Control Conference (CCC) ◽

10.23919/chicc.2018.8483722 ◽

2018 ◽

Author(s):

You Wu ◽

Guo-Ping Liu

Keyword(s):

Tracking Control ◽

Data Driven ◽

Multi Agent Systems ◽

Agent Systems ◽

Multi Agent ◽

Coordinated Tracking

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ACCURATELY ESTIMATING SHEAR SLOWNESS USING DATA-DRIVEN QUADRUPOLE SONIC LOGGING-WHILE-DRILLING DATA PROCESSING

10.30632/t60als-2019_u ◽

2019 ◽

Author(s):

Ruijia Wang ◽

Richard Coates

Keyword(s):

Data Processing ◽

Data Driven ◽

Drilling Data ◽

Logging While Drilling ◽

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