Energy-efficient AI-based Control of Semi-closed Greenhouses Leveraging Robust Optimization in Deep Reinforcement Learning by Akshay Ajagekar, Neil S. Mattson, Fengqi You

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A multistage distributionally robust optimization approach for generation dispatch with demand response under endogenous and exogenous uncertainties by Yiwen Huang, Wentao Huang, Nengling Tai, Canbing Li, Ran Li, Moduo Yu

“…However, most previous works handled various DDUs via stochastic programming (SP) or robust optimization (RO) in a two‐stage framework, which undoubtedly introduces the drawbacks of SP and RO, and cannot meet the nonanticipativity requirements in power scheduling. …”
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Carbon market sensitive robust optimization model for closed loop supply chain network design under uncertainty by Mohammed, F., Hassan, A., Selim, S. Z.

“…Numerical results show that total cost of the proposed robust optimization model under each uncertainty set is greater than the total cost of deterministic model. …”
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Robust Constrained Multi-Objective Guidance of Supersonic Transport Landing Using Evolutionary Algorithm and Polynomial Chaos by Yuji Takubo, Masahiro Kanazaki

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A Predictive Prescription Using Minimum Volume <i>k</i>-Nearest Neighbor Enclosing Ellipsoid and Robust Optimization by Shunichi Ohmori

Subjects: “…robust optimization…”
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Systematic Literature Review Robust Graph Coloring on Electric Circuit Problems by Viona Prisyella Balqis, Diah Chaerani, Herlina Napitupulu

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Stylized Pairing for Robust Adversarial Defense by Dejian Guan, Wentao Zhao, Xiao Liu

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A Robust Bayesian Optimization Framework for Microwave Circuit Design under Uncertainty by Duygu De Witte, Jixiang Qing, Ivo Couckuyt, Tom Dhaene, Dries Vande Ginste, Domenico Spina

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Designing a Sustainable and Resilient Gasoline Supply Chain Network under Uncertainty (Case study: Gasoline Supply Chain Network of Khorasan Razavi Province) by Seyed Mohammad Khalili, Alireza Pooya, Mostafa Kazemi, Amir Mohammad Fakoor Saghih

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A robust model for emergency supplies prepositioning and transportation considering road disruptions by Wuyang Yu

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A hybrid physical-data approach for solving dynamic optimal power flow considering uncertainties and different topology configurations by Liqin Zheng, Xiaoqing Bai, Zonglong Weng, Yujing Jia

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RELIABILITY BASED ROBUIST DESIGN OPTIMIZATION OF WIND TURBINE GEAR BOX BASED ON DYNAMICS by WANG ChunGuang

Subjects: “…Wind turbine gearbox;Dynamics;Reliability;Robust;Optimization design…”
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Research on Coordination Planning Model of Source-Grid-Load-Storage Considering Demand Response Uncertainty by Wu Shaojiang, Lu Min, Chen Chongle, Xu Baoguang, Xie Chuansheng

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Two-Stage Optimal Configuration of Microgrid Based on Fuzzy Scene Clustering by MI Yang, LI Haipeng, CHEN Boyang, PENG Jianwei, WEI Wei, YAO Yan

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Robust Optimization Approach for Design for a Dynamic Cell Formation Considering Labor Utilization: Bi-objective Mathematical Mode by Hiwa Farughi, Sobhan Mostafayi

“…In this paper, robust optimization of a bi-objective mathematical model in a dynamic cell formation problem considering labor utilization with uncertain data is carried out. …”
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A Robust Optimization Model of Aggregated Resources Considering Serving Ratio for Providing Reserve Power in the Joint Electricity Market by Seong-Hyeon Cha, Sun-Hyeok Kwak, Woong Ko

“…Therefore, this study proposes a robust optimization model for an aggregator to formulate a strategy for participation in the day-ahead markets and deploys energy control in the real-time operation. …”
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A master–slave game optimal scheduling strategy for park-integrated energy systems based on adjustable robust optimization by Puming Wang, Puming Wang, Tianyi Diao, Tianyi Diao, Liqin Zheng, Liqin Zheng, Guang Liu, Guang Liu, Xiaoqing Bai, Xiaoqing Bai

Subjects: “…adjustable robust optimization…”
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Multi-objective robust optimization of foam-filled double-hexagonal crash box using Taguchi-grey relational analysis by Feng Xiong, Zhanfei Wang, Dengfeng Wang, Longbo Ji, Hang Wu, Xihong Zou

“…In this paper, a novel thin-walled double-hexagonal crash box is first proposed and then multi-objective robust optimized for better overall crashworthiness under multi-angle impact loading, using a proposed hybrid method combining aluminum foam-filling and Taguchi-grey relational analysis (GRA). …”
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Robust optimal damper placement based on robustness index simultaneously considering variation of elastoplastic design criteria and input level by Mizuki Hosoda, Kohei Fujita

Subjects: “…robust optimal design…”
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A Unified Trading Model Based on Robust Optimization for Day-Ahead and Real-Time Markets with Wind Power Integration by Yuewen Jiang, Meisen Chen, Shi You

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