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Shu-Bo Yang
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引用次数
引用次数
年份
Techno-economic evaluation of a hybrid fuel cell vehicle with on-board MeOH-to-H2 processor
W Wu, BN Chuang, JJ Hwang, CK Lin, SB Yang
Applied Energy 238, 401-412, 2019
202019
Rigorous design and optimization of methyl glycolate production process through reactive distillation combined with a middle dividing-wall column
SB Yang, IL Chien
Industrial & Engineering Chemistry Research 58 (13), 5215-5227, 2019
162019
Design, modeling, and optimization of a lightweight MeOH-to-H2 processor
W Wu, SB Yang, JJ Hwang, X Zhou
international journal of hydrogen energy 43 (31), 14451-14465, 2018
162018
Predicting crude oil properties using fourier-transform infrared spectroscopy (FTIR) and data-driven methods
SB Yang, J Moreira, Z Li
Digital Chemical Engineering 3, 100031, 2022
132022
Exergy-based modular design of an on-board MeOH-to-H2 processor for fuel cell vehicles
W Wu, KB Liew, S Abbas, MA Raza, JJ Hwang, SB Yang, Z Li
international journal of hydrogen energy 45 (38), 19880-19890, 2020
112020
Kernel distributionally robust chance-constrained process optimization
SB Yang, Z Li
Computers & Chemical Engineering 165, 107953, 2022
62022
Data-driven process optimization considering surrogate model prediction uncertainty: A mixture density network-based approach
SB Yang, Z Li, W Wu
Industrial & Engineering Chemistry Research 60 (5), 2206-2222, 2021
62021
A recurrent neural network-based approach for joint chance constrained stochastic optimal control
SB Yang, Z Li, J Moreira
Journal of Process Control 116, 209-220, 2022
52022
Distributionally robust chance‐constrained optimization with Sinkhorn ambiguity set
SB Yang, Z Li
AIChE Journal 69 (10), e18177, 2023
32023
Optimization of a multi-tube annular membrane methanol reformer for fuel cell-powered vehicles
W Wu, SB Yang, BN Chuang, B Shi
Energy Procedia 152, 661-666, 2018
22018
Data-driven distributionally robust chance-constrained optimization with large data set and outliers: Sequential sample removal algorithm for solution improvement
SB Yang, S Kammammettu, Z Li
Computers & Chemical Engineering 179, 108407, 2023
12023
Bioinspired Encoder–Decoder Recurrent Neural Network with Attention for Hydroprocessing Unit Modeling
SB Yang, J Moreira, Z Li
Industrial & Engineering Chemistry Research 62 (44), 18526-18540, 2023
12023
Recurrent Neural Network-Based Joint Chance Constrained Stochastic Model Predictive Control
SB Yang, Z Li
IFAC-PapersOnLine 55 (7), 780-785, 2022
12022
Distributionally robust chance-constrained optimization with Gaussian mixture ambiguity set
S Kammammettu, SB Yang, Z Li
Computers & Chemical Engineering 186, 108703, 2024
2024
Entropic Regularization for Wasserstein Distributionally Robust Chance-Constrained Process Optimization
SB Yang, Z Li
2023 AIChE Annual Meeting, 2023
2023
Distributionally robust optimization using optimal transport for Gaussian mixture models
S Kammammettu, SB Yang, Z Li
Optimization and Engineering, 1-26, 2023
2023
Data-Driven Optimization under Uncertainty
SB Yang
2023
Deep Kernel Distributionally Robust Joint Chance-Constrained Process Optimization
SB Yang, Z Li
2022 AIChE Annual Meeting, 2022
2022
Distributionally Robust Chance-Constrained Optimization with Deep Kernel Ambiguity Set
SB Yang, Z Li
2022 IEEE International Symposium on Advanced Control of Industrial …, 2022
2022
Joint Chance Constrained Process Optimization through Neural Network Approximation
SB Yang, J Moreira, Z Li
Computer Aided Chemical Engineering 49, 1237-1242, 2022
2022
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