Data-driven Wasserstein distributionally robust optimization for refinery planning under uncertainty

Mapping Intimacies ◽

10.1109/iecon48115.2021.9589052 ◽

2021 ◽

Author(s):

Jinmin Zhao ◽

Liang Zhao ◽

Wangli He

Keyword(s):

Robust Optimization ◽

Data Driven ◽

Planning Under Uncertainty ◽

Distributionally Robust Optimization ◽

Refinery Planning ◽

Distributionally Robust

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Doubly Robust Data‐driven Distributionally Robust Optimization

Applied Modeling Techniques and Data Analysis 1 ◽

10.1002/9781119821588.ch4 ◽

2021 ◽

pp. 75-90

Author(s):

Jose Blanchet ◽

Yang Kang ◽

Fan Zhang ◽

Fei He ◽

Zhangyi Hu

Keyword(s):

Robust Optimization ◽

Data Driven ◽

Distributionally Robust Optimization ◽

Distributionally Robust ◽

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Data‐driven distributionally robust optimization of shale gas supply chains under uncertainty

AIChE Journal ◽

10.1002/aic.16488 ◽

2018 ◽

Vol 65 (3) ◽

pp. 947-963 ◽

Author(s):

Jiyao Gao ◽

Chao Ning ◽

Fengqi You

Keyword(s):

Robust Optimization ◽

Supply Chains ◽

Shale Gas ◽

Data Driven ◽

Distributionally Robust Optimization ◽

Distributionally Robust ◽

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Data-driven distributionally robust optimization approach for reliable travel-time-information-gain-oriented traffic sensor location model

Transportation Research Part B Methodological ◽

10.1016/j.trb.2018.05.009 ◽

2018 ◽

Vol 113 ◽

pp. 91-120 ◽

Author(s):

Ning Zhu ◽

Chenyi Fu ◽

Shoufeng Ma

Keyword(s):

Robust Optimization ◽

Travel Time ◽

Information Gain ◽

Location Model ◽

Data Driven ◽

Optimization Approach ◽

Sensor Location ◽

Distributionally Robust Optimization ◽

Distributionally Robust ◽

Time Information

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A machine learning and distributionally robust optimization framework for strategic energy planning under uncertainty

Applied Energy ◽

10.1016/j.apenergy.2020.115005 ◽

2020 ◽

Vol 271 ◽

pp. 115005 ◽

Author(s):

Esnil Guevara ◽

Fréderic Babonneau ◽

Tito Homem-de-Mello ◽

Stefano Moret

Keyword(s):

Machine Learning ◽

Robust Optimization ◽

Energy Planning ◽

Planning Under Uncertainty ◽

Distributionally Robust Optimization ◽

Optimization Framework ◽

Distributionally Robust

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Stochastic Optimal Power Flow Based on Data-Driven Distributionally Robust Optimization

2018 Annual American Control Conference (ACC) ◽

10.23919/acc.2018.8431542 ◽

2018 ◽

Author(s):

Yi Guo ◽

Kyri Baker ◽

Emiliano Dall'Anese ◽

Zechun Hu ◽

Tyler Summers

Keyword(s):

Robust Optimization ◽

Optimal Power Flow ◽

Data Driven ◽

Distributionally Robust Optimization ◽

Optimal Power ◽

Distributionally Robust

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Soft‐constrained model predictive control based on data‐driven distributionally robust optimization

AIChE Journal ◽

10.1002/aic.16546 ◽

2020 ◽

Vol 66 (10) ◽

Author(s):

Shuwen Lu ◽

Jay H. Lee ◽

Fengqi You

Keyword(s):

Model Predictive Control ◽

Robust Optimization ◽

Predictive Control ◽

Data Driven ◽

Distributionally Robust Optimization ◽

Constrained Model ◽

Constrained Model Predictive Control ◽

Distributionally Robust

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Data-Driven Optimal Transport Cost Selection For Distributionally Robust Optimization

2019 Winter Simulation Conference (WSC) ◽

10.1109/wsc40007.2019.9004785 ◽

2019 ◽

Author(s):

Jose Blanchet ◽

Yang Kang ◽

Karthyek Murthy ◽

Fan Zhang

Keyword(s):

Robust Optimization ◽

Optimal Transport ◽

Data Driven ◽

Transport Cost ◽

Distributionally Robust Optimization ◽

Selection For ◽

Distributionally Robust ◽

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Data-Driven Variable Speed Limit Design for Highways via Distributionally Robust Optimization

2019 18th European Control Conference (ECC) ◽

10.23919/ecc.2019.8796026 ◽

2019 ◽

Author(s):

D. Li ◽

D. Fooladivanda ◽

S. Martinez

Keyword(s):

Robust Optimization ◽

Data Driven ◽

Speed Limit ◽

Variable Speed ◽

Distributionally Robust Optimization ◽

Variable Speed Limit ◽

Distributionally Robust

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Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems

Operations Research ◽

10.1287/opre.1090.0741 ◽

2010 ◽

Vol 58 (3) ◽

pp. 595-612 ◽

Author(s):

Erick Delage ◽

Yinyu Ye

Keyword(s):

Robust Optimization ◽

Data Driven ◽

Distributionally Robust Optimization ◽

Distributionally Robust

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Data-Driven Process Network Planning: A Distributionally Robust Optimization Approach

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2018.09.291 ◽

2018 ◽

Vol 51 (18) ◽

pp. 150-155 ◽

Author(s):

Chao Shang ◽

Fengqi You

Keyword(s):

Robust Optimization ◽

Network Planning ◽

Data Driven ◽

Optimization Approach ◽

Distributionally Robust Optimization ◽

Distributionally Robust

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