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ORCIDChao Ning 0002
Person information
- affiliation: Shanghai Jiao Tong University, Department of Automation, MoE Key Laboratory of System Control and Information Processing, China
- affiliation (PhD 2020): Cornell University, School of Chemical and Biomolecular Engineering, Ithaca, NY, USA
Other persons with the same name
- Chao Ning 0001 — Shandong University, School of Computer Science and Technology, Jinan, China
- Chao Ning 0003
![[0000-0001-9621-3147]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-9621-3147")
— Northwestern Polytechnical University, School of Software, Xi'an, China (and 1 more) - Chao Ning 0004 — China Agricultural University, National Engineering Laboratory for Animal Breeding, Beijing, China
- Chao Ning 0005 — Xi'an High Technology Institute, China
- Chao Ning 0006 — Science and Technology on Electromagnetic Scattering Laboratory, Beijing, China
- Chao Ning 0007 — Imperial College London, Department of Earth Science and Engineering, Centre for Reservoir Geophysics, UK
- Chao Ning 0008 — Yixing Bada Fluid Technology Co., Ltd, China
- Chao Ning 0009 — Hunan Normal University, College of Life Sciences, Changsha, China
- Chao Ning 0010 — Yanshan University, School of Mechanical Engineering, Qinhuangdao, China
- Chao Ning 0011 — University of Tokyo, Japan
- Chao Ning 0012 — Tongji University, School of Ocean and Earth Science, Shanghai, China
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Journal Articles
- 2024
[j9]Longyan Li, Chao Ning, Haifeng Qiu, Wenli Du, Zhaoyang Dong:
Online Data-Stream-Driven Distributionally Robust Optimal Energy Management for Hydrogen-Based Multimicrogrids. IEEE Trans. Ind. Informatics 20(3): 4370-4384 (2024)- 2023
- [j8]Chao Ning, Xutao Ma:
Data-Driven Bayesian Nonparametric Wasserstein Distributionally Robust Optimization. IEEE Control. Syst. Lett. 7: 3597-3602 (2023) - 2022
- [j7]Haifeng Qiu, Lu Wang, Wei Gu, Guangsheng Pan, Chao Ning, Zhi Wu, Qirun Sun:
Multistage Scheduling of Regional Power Grids Against Sequential Outage and Power Uncertainties. IEEE Trans. Smart Grid 13(6): 4624-4637 (2022) - 2021
- [j6]Chao Ning, Fengqi You:
Online learning based risk-averse stochastic MPC of constrained linear uncertain systems. Autom. 125: 109402 (2021) - 2020
- [j5]Chao Ning, Fengqi You:
A transformation-proximal bundle algorithm for multistage adaptive robust optimization and application to constrained robust optimal control. Autom. 113: 108802 (2020) - 2019
- [j4]Chao Ning, Fengqi You:
Optimization under uncertainty in the era of big data and deep learning: When machine learning meets mathematical programming. Comput. Chem. Eng. 125: 434-448 (2019) - 2018
- [j3]Chao Ning, Fengqi You:
Adaptive robust optimization with minimax regret criterion: Multiobjective optimization framework and computational algorithm for planning and scheduling under uncertainty. Comput. Chem. Eng. 108: 425-447 (2018) - [j2]Chao Ning, Fengqi You:
Data-Driven Stochastic Robust Optimization: General Computational Framework and Algorithm Leveraging Machine Learning for Optimization under Uncertainty in the Big Data Era. Comput. Chem. Eng. 111 (2018) - [j1]Chao Ning, Fengqi You:
Data-driven decision making under uncertainty integrating robust optimization with principal component analysis and kernel smoothing methods. Comput. Chem. Eng. 112: 190-210 (2018)
Conference and Workshop Papers
- 2024
- [c13]Longyan Li, Chao Ning:
Data-Driven Distributionally Robust Electricity-Hydrogen Trading Considering The Carbon Intensity of Hydrogen Production. ASCC 2024: 1444-1449 - [c12]Han Wang, Chao Ning:
Online-Learning-Enabled Distributionally Robust Motion Control via Uncertainty Propagation and Ambiguity Set Compression. CDC 2024: 4342-4348 - [c11]Xutao Ma, Chao Ning, Wenli Du:
Differentiable Distributionally Robust Optimization Layers. ICML 2024 - [c10]Han Wang, Chao Ning, Longyan Li, Weidong Zhang:
Online-Learning-Based Distributionally Robust Motion Control with Collision Avoidance for Mobile Robots. ICRA 2024: 1241-1246 - 2022
- [c9]Longyan Li, Chao Ning, Haifeng Qiu:
Streaming-Data-Driven Distributionally Robust Joint Operation of Multi-Microgrids and Off-Site Hydrogen Refueling Stations under Uncertainties. ISGT Asia 2022: 565-569 - 2021
- [c8]Chao Ning, Fengqi You:
Data-Driven Ambiguous Joint Chance Constrained Economic Dispatch with Correlated Wind Power Uncertainty. ACC 2021: 1811-1816 - 2019
- [c7]Liang Zhao, Chao Ning, Fengqi You:
Industrial Steam Systems Optimization under Uncertainty Using Data-Driven Adaptive Robust Optimization. ACC 2019: 2127-2132 - [c6]Chao Ning, Fengqi You:
Chemical Process Scheduling under Disjunctive Uncertainty Using Data-Driven Multistage Adaptive Robust Optimization. ACC 2019: 2145-2150 - [c5]Chao Ning, Fengqi You:
Data-Driven Adaptive Robust Optimization Framework for Unit Commitment under Renewable Energy Generation Uncertainty. ACC 2019: 4734-4739 - 2018
- [c4]Chao Ning, Fengqi You:
Data-Driven Adaptive Robust Optimization Framework Based on Principal Component Analysis. ACC 2018: 3020-3025 - [c3]Chao Ning, Fengqi You:
A Transformation-Proximal Bundle Algorithm for Solving Multistage Adaptive Robust Optimization Problems. CDC 2018: 2439-2444 - 2017
- [c2]Chao Ning, Fengqi You:
Leveraging big data for adaptive robust optimization of scheduling under uncertainty. ACC 2017: 3783-3788 - 2016
- [c1]Chao Ning, Fengqi You:
Data-driven robust MILP model for scheduling of multipurpose batch processes under uncertainty. CDC 2016: 6180-6185
Informal and Other Publications
- 2025
- [i10]Jingyi Wu, Chao Ning:
Distributionally Robust Model Predictive Control with Mixture of Gaussian Processes. CoRR abs/2502.05448 (2025) - [i9]Xutao Ma, Chao Ning, Wenli Du, Yang Shi:
Data-Driven Distributionally Robust Mixed-Integer Control through Lifted Control Policy. CoRR abs/2502.05469 (2025) - 2024
- [i8]Xutao Ma, Chao Ning, Wenli Du:
Differentiable Distributionally Robust Optimization Layers. CoRR abs/2406.16571 (2024) - [i7]Longyan Li, Chao Ning, Guangsheng Pan, Leiqi Zhang, Wei Gu, Liang Zhao, Wenli Du, Mohammad Shahidehpour:
A Risk-Averse Just-In-Time Scheme for Learning-Based Operation of Microgrids with Coupled Electricity-Hydrogen-Ammonia under Uncertainties. CoRR abs/2410.20485 (2024) - 2022
- [i6]Haoran Deng, Bo Yang, Chao Ning, Cailian Chen, Xinping Guan:
Distributionally Robust Day-ahead Scheduling for Power-traffic Network under a Potential Game Framework. CoRR abs/2212.01770 (2022) - 2021
- [i5]Haoran Deng, Bo Yang, Jiaxin Cao, Chao Ning, Cailian Chen, Xinping Guan:
Distributionally Robust Day-ahead Scheduling for Power-traffic Network Considering Multiple Uncertainties under a Potential Game Framework. CoRR abs/2110.14209 (2021) - 2020
- [i4]Chao Ning, Fengqi You:
Online Learning Based Risk-Averse Stochastic MPC of Constrained Linear Uncertain Systems. CoRR abs/2011.11441 (2020) - 2019
- [i3]Chao Ning, Fengqi You:
Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming. CoRR abs/1904.01934 (2019) - 2018
- [i2]Chao Ning, Fengqi You:
A Transformation-Proximal Bundle Algorithm for Solving Large-Scale Multistage Adaptive Robust Optimization Problems. CoRR abs/1810.05931 (2018) - 2017
- [i1]Chao Ning, Fengqi You:
Data-Driven Nested Stochastic Robust Optimization: A General Computational Framework and Algorithm for Optimization under Uncertainty in the Big Data Era. CoRR abs/1707.09198 (2017)
Coauthor Index
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