Concepedia

Peng Tang

PT

Statistics

Publications

10

Citations

253

H-Index

10

Active since

2016

Affiliations

University of Science and Technology Beijing(Current)

Peng Cheng Laboratory

Central South University

Peng Tang is an author at University of Science and Technology Beijing specializing in engineering, systems engineering, and data science.

Top concepts

EngineeringSystems EngineeringData ScienceMachine LearningSignal ProcessingDeep LearningFault DiagnosisProcess ControlPattern RecognitionForecasting

Publications per year

2016–2023

10

Publications

10

Nonlinear quality-related fault detection using combined deep variational information bottleneck and variational autoencoder

Peng Tang, Kaixiang Peng, Jie Dong · ISA Transactions · 2021 · 50 citations

Fault Diagnosis, Engineering, Machine Learning +5

Wireless Sensor-Networks Conditions Monitoring and Fault Diagnosis Using Neighborhood Hidden Conditional Random Field

Peng Tang, Tommy W. S. Chow · IEEE Transactions on Industrial Informatics · 2016 · 48 citations

Engineering, Machine Learning, Nhcrf Model +19

A Deep Belief Network-based Fault Detection Method for Nonlinear Processes

Peng Tang, Kaixiang Peng, Kai Zhang et al. · IFAC-PapersOnLine · 2018 · 30 citations · Full text

Nonlinear Processes, Fault Diagnosis, Reliability Engineering +15

A novel semi-supervised fault diagnosis method for chillers based on neighbor-optimized graph convolutional network

Qiao Deng, Zhiwen Chen, Peng Tang et al. · Energy and Buildings · 2023 · 29 citations

Fault Diagnosis, Engineering, Graph Theory +9

A knowledge embedded graph neural network-based cooling load prediction method using dynamic data association

Zhiwen Chen, Zhengrun Zhao, Qiao Deng et al. · Energy and Buildings · 2022 · 25 citations

Dynamic Data Association, Engineering, Machine Learning +10

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