Chao Ning

38 papers A* 2C 6Journal 25Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Collaborative-Online-Learning-Enabled Distributionally Robust Motion Control for Multi-Robot Systems.
CoRR
Chao Ning, Han Wang, Longyan Li, Yang Shi
2025 J jnl
Conformal Prediction in The Loop: A Feedback-Based Uncertainty Model for Trajectory Optimization.
CoRR
Han Wang, Chao Ning
2025 J jnl
Data-Driven Distributionally Robust Mixed-Integer Control Through Lifted Control Policy.
IEEE Trans. Autom. Control.
Xutao Ma, Chao Ning, Wenli Du, Yang Shi
2025 J jnl
Data-Driven Distributionally Robust Mixed-Integer Control through Lifted Control Policy.
CoRR
Xutao Ma, Chao Ning, Wenli Du, Yang Shi
2025 J jnl
Distributionally Robust Control with End-to-End Statistically Guaranteed Metric Learning.
CoRR
Jingyi Wu, Chao Ning, Yang Shi
2025 J jnl
Distributionally Robust Model Predictive Control with Mixture of Gaussian Processes.
CoRR
Jingyi Wu, Chao Ning
2025 J jnl
Learning-enabled stochastic predictive control for nonlinear discrete-time step backward high-order fully actuated systems.
Int. J. Syst. Sci.
Chao Ning, Junhao Zhao, Han Wang
2025 J jnl
Virtual Leader-Follower Based Platooning Under Mixed Traffic: A Data-Driven Distributionally Robust MPC Method.
IEEE Trans. Veh. Technol.
Fengkun Gao, Bo Yang, Chao Ning, Xinping Guan
2024 J jnl
A Risk-Averse Just-In-Time Scheme for Learning-Based Operation of Microgrids with Coupled Electricity-Hydrogen-Ammonia under Uncertainties.
CoRR
Longyan Li, Chao Ning, Guangsheng Pan, Leiqi Zhang, Wei Gu, Liang Zhao, Wenli Du, Mohammad Shahidehpour
2024 — conf
Data-Driven Distributionally Robust Electricity-Hydrogen Trading Considering The Carbon Intensity of Hydrogen Production.
ASCC
Longyan Li, Chao Ning
2024 A* conf
Differentiable Distributionally Robust Optimization Layers.
ICML
Xutao Ma, Chao Ning, Wenli Du
2024 J jnl
Differentiable Distributionally Robust Optimization Layers.
CoRR
Xutao Ma, Chao Ning, Wenli Du
2024 J jnl
Online Data-Stream-Driven Distributionally Robust Optimal Energy Management for Hydrogen-Based Multimicrogrids.
IEEE Trans. Ind. Informatics
Longyan Li, Chao Ning, Haifeng Qiu, Wenli Du, Zhaoyang Dong
2024 A* conf
Online-Learning-Based Distributionally Robust Motion Control with Collision Avoidance for Mobile Robots.
ICRA
Han Wang, Chao Ning, Longyan Li, Weidong Zhang
2024 — conf
Online-Learning-Enabled Distributionally Robust Motion Control via Uncertainty Propagation and Ambiguity Set Compression.
CDC
Han Wang, Chao Ning
2023 J jnl
Data-Driven Bayesian Nonparametric Wasserstein Distributionally Robust Optimization.
IEEE Control. Syst. Lett.
Chao Ning, Xutao Ma
2022 J jnl
Distributionally Robust Day-ahead Scheduling for Power-traffic Network under a Potential Game Framework.
CoRR
Haoran Deng, Bo Yang, Chao Ning, Cailian Chen, Xinping Guan
2022 J jnl
Multistage Scheduling of Regional Power Grids Against Sequential Outage and Power Uncertainties.
IEEE Trans. Smart Grid
Haifeng Qiu, Lu Wang, Wei Gu, Guangsheng Pan, Chao Ning, Zhi Wu, Qirun Sun
2022 — conf
Streaming-Data-Driven Distributionally Robust Joint Operation of Multi-Microgrids and Off-Site Hydrogen Refueling Stations under Uncertainties.
ISGT Asia
Longyan Li, Chao Ning, Haifeng Qiu
2021 C conf
Data-Driven Ambiguous Joint Chance Constrained Economic Dispatch with Correlated Wind Power Uncertainty.
ACC
Chao Ning, Fengqi You
2021 J jnl
Distributionally Robust Day-ahead Scheduling for Power-traffic Network Considering Multiple Uncertainties under a Potential Game Framework.
CoRR
Haoran Deng, Bo Yang, Jiaxin Cao, Chao Ning, Cailian Chen, Xinping Guan
2021 J jnl
Online learning based risk-averse stochastic MPC of constrained linear uncertain systems.
Autom.
Chao Ning, Fengqi You
2020 J jnl
A transformation-proximal bundle algorithm for multistage adaptive robust optimization and application to constrained robust optimal control.
Autom.
Chao Ning, Fengqi You
2020 J jnl
Online Learning Based Risk-Averse Stochastic MPC of Constrained Linear Uncertain Systems.
CoRR
Chao Ning, Fengqi You
2019 C conf
Chemical Process Scheduling under Disjunctive Uncertainty Using Data-Driven Multistage Adaptive Robust Optimization.
ACC
Chao Ning, Fengqi You
2019 C conf
Data-Driven Adaptive Robust Optimization Framework for Unit Commitment under Renewable Energy Generation Uncertainty.
ACC
Chao Ning, Fengqi You
2019 C conf
Industrial Steam Systems Optimization under Uncertainty Using Data-Driven Adaptive Robust Optimization.
ACC
Liang Zhao, Chao Ning, Fengqi You
2019 J jnl
Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming.
CoRR
Chao Ning, Fengqi You
2019 J jnl
Optimization under uncertainty in the era of big data and deep learning: When machine learning meets mathematical programming.
Comput. Chem. Eng.
Chao Ning, Fengqi You
2018 J jnl
A Transformation-Proximal Bundle Algorithm for Solving Large-Scale Multistage Adaptive Robust Optimization Problems.
CoRR
Chao Ning, Fengqi You
2018 — conf
A Transformation-Proximal Bundle Algorithm for Solving Multistage Adaptive Robust Optimization Problems.
CDC
Chao Ning, Fengqi You
2018 J jnl
Adaptive robust optimization with minimax regret criterion: Multiobjective optimization framework and computational algorithm for planning and scheduling under uncertainty.
Comput. Chem. Eng.
Chao Ning, Fengqi You
2018 C conf
Data-Driven Adaptive Robust Optimization Framework Based on Principal Component Analysis.
ACC
Chao Ning, Fengqi You
2018 J jnl
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.
Chao Ning, Fengqi You
2018 J jnl
Data-driven decision making under uncertainty integrating robust optimization with principal component analysis and kernel smoothing methods.
Comput. Chem. Eng.
Chao Ning, Fengqi You
2017 J jnl
Data-Driven Nested Stochastic Robust Optimization: A General Computational Framework and Algorithm for Optimization under Uncertainty in the Big Data Era.
CoRR
Chao Ning, Fengqi You
2017 C conf
Leveraging big data for adaptive robust optimization of scheduling under uncertainty.
ACC
Chao Ning, Fengqi You
2016 — conf
Data-driven robust MILP model for scheduling of multipurpose batch processes under uncertainty.
CDC
Chao Ning, Fengqi You