Chao Ning
Chao Ning
Shanghai Jiao Tong University
כתובת אימייל מאומתת בדומיין cornell.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Data‐driven adaptive nested robust optimization: general modeling framework and efficient computational algorithm for decision making under uncertainty
C Ning, F You
AIChE Journal 63 (9), 3790-3817, 2017
1032017
Data-driven decision making under uncertainty integrating robust optimization with principal component analysis and kernel smoothing methods
C Ning, F You
Computers & Chemical Engineering 112, 190-210, 2018
852018
Optimization under uncertainty in the era of big data and deep learning: When machine learning meets mathematical programming
C Ning, F You
Computers & Chemical Engineering 125, 434-448, 2019
812019
A data‐driven multistage adaptive robust optimization framework for planning and scheduling under uncertainty
C Ning, F You
AIChE Journal 63 (10), 4343-4369, 2017
762017
Data-driven stochastic robust optimization: General computational framework and algorithm leveraging machine learning for optimization under uncertainty in the big data era
C Ning, F You
Computers & Chemical Engineering 111, 115-133, 2018
552018
Data-driven adaptive robust unit commitment under wind power uncertainty: A Bayesian nonparametric approach
C Ning, F You
IEEE Transactions on Power Systems 34 (3), 2409-2418, 2019
452019
Hidden Markov model-based statistics pattern analysis for multimode process monitoring: an index-switching scheme
C Ning, M Chen, D Zhou
Industrial & Engineering Chemistry Research 53 (27), 11084-11095, 2014
442014
Adaptive robust optimization with minimax regret criterion: Multiobjective optimization framework and computational algorithm for planning and scheduling under uncertainty
C Ning, F You
Computers & Chemical Engineering 108, 425-447, 2018
312018
Data‐driven distributionally robust optimization of shale gas supply chains under uncertainty
J Gao, C Ning, F You
AIChE Journal 65 (3), 947-963, 2019
232019
Data-driven Wasserstein distributionally robust optimization for biomass with agricultural waste-to-energy network design under uncertainty
C Ning, F You
Applied Energy 255, 113857, 2019
222019
Incorporating agricultural waste-to-energy pathways into biomass product and process network through data-driven nonlinear adaptive robust optimization
J Nicoletti, C Ning, F You
Energy 180, 556-571, 2019
202019
Operational optimization of industrial steam systems under uncertainty using data‐Driven adaptive robust optimization
L Zhao, C Ning, F You
AIChE Journal 65 (7), 2019
202019
Sparse contribution plot for fault diagnosis of multimodal chemical processes
C Ning, M Chen, D Zhou
IFAC-PapersOnLine 48 (21), 619-626, 2015
152015
Data-driven robust MILP model for scheduling of multipurpose batch processes under uncertainty
C Ning, F You
2016 IEEE 55th Conference on Decision and Control (CDC), 6180-6185, 2016
52016
A transformation-proximal bundle algorithm for multistage adaptive robust optimization and application to constrained robust optimal control
C Ning, F You
Automatica 113, 108802, 2020
32020
A Transformation-Proximal Bundle Algorithm for Solving Multistage Adaptive Robust Optimization Problems
C Ning, F You
2018 IEEE Conference on Decision and Control (CDC), 2439-2444, 2018
22018
A Transformation-Proximal Bundle Algorithm for Solving Large-Scale Multistage Adaptive Robust Optimization Problems
C Ning, F You
arXiv preprint arXiv:1810.05931, 2018
22018
Data-Driven Adaptive Robust Optimization Framework Based on Principal Component Analysis
C Ning, F You
2018 Annual American Control Conference (ACC), 3020-3025, 2018
22018
Batch Process Scheduling under Uncertainty using Data-Driven Multistage Adaptive Robust Optimization
C Ning, F You
Chemical Engineering Transactions 61, 1567-1572, 2017
22017
Leveraging big data for adaptive robust optimization of scheduling under uncertainty
C Ning, F You
2017 American Control Conference (ACC), 3783-3788, 2017
22017
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מאמרים 1–20