Concepedia

Fan Guo

FG

14

Publications

430

Citations

13

H-Index

2007

Active since

Affiliations

University of Alberta(Current)

Donghua University

Fan Guo is an author at University of Alberta specializing in engineering, process control, and system identification.

Top concepts

EngineeringProcess ControlSystem IdentificationInverse ProblemsMachine LearningState EstimationSignal ProcessingSystems EngineeringModeling And SimulationUncertainty Quantification

Publications per year

2007–2023

14

Publications

14

A deep learning just-in-time modeling approach for soft sensor based on variational autoencoder

Fan Guo, Ruimin Xie, Biao Huang · Chemometrics and Intelligent Laboratory Systems · 2020 · 78 citations

Engineering, Machine Learning, Autoencoders +5

Output-relevant Variational autoencoder for Just-in-time soft sensor modeling with missing data

Fan Guo, Wentao Bai, Biao Huang · Journal of Process Control · 2020 · 50 citations

Just-in-time Soft Sensor, Engineering, Machine Learning +6

A just-in-time modeling approach for multimode soft sensor based on Gaussian mixture variational autoencoder

Fan Guo, Bing Wei, Biao Huang · Computers & Chemical Engineering · 2021 · 44 citations

Just-in-time Modeling Approach, Multimode Soft Sensor, Engineering +4

Synergistic digestion of banana pseudo-stems with chicken manure to improve methane production: Semi-continuous manipulation and microbial community analysis

Lang Zhou, Fan Guo, Shiyou Pan et al. · Bioresource Technology · 2021 · 41 citations

Engineering, Biogas, Environmental Engineering +10

Robust Identification of Nonlinear Errors-in-Variables Systems With Parameter Uncertainties Using Variational Bayesian Approach

Fan Guo, Hariprasad Kodamana, Yujia Zhao et al. · IEEE Transactions on Industrial Informatics · 2017 · 37 citations

Parameter Estimation, Engineering, Industrial Engineering +18

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