Concepedia

Peng Xu

PX

5

Publications

79

Citations

5

H-Index

2022

Active since

Affiliations

Northeastern University(Current)

Ocean University of China

State Key Laboratory of Synthetical Automation for Process Industries

Nantong University

Peng Xu is an author at Northeastern University specializing in process control, data science, and engineering.

Top concepts

EngineeringData ScienceProcess ControlStatisticsFault DiagnosisMachine LearningPattern RecognitionSystems EngineeringFunctional Data AnalysisStructural Health Monitoring

Publications per year

2022–2023

5

Publications

5

Industrial process fault detection and diagnosis framework based on enhanced supervised kernel entropy component analysis

Peng Xu, Jianchang Liu, Liangliang Shang et al. · Measurement · 2022 · 22 citations

Fault Diagnosis, Engineering, Machine Learning +17

A multivariate monitoring method based on kernel principal component analysis and dual control chart

Liang Liu, Jianchang Liu, Honghai Wang et al. · Journal of Process Control · 2023 · 19 citations

Engineering, Data Science, Process Monitoring +10

Canonical Variate Nonlinear Principal Component Analysis for Monitoring Nonlinear Dynamic Processes

Liangliang Shang, Aibing Qiu, Peng Xu et al. · JOURNAL OF CHEMICAL ENGINEERING OF JAPAN · 2022 · 14 citations

Fault Diagnosis, Nonlinear System Identification, Engineering +15

Multiscale Kernel Entropy Component Analysis With Application to Complex Industrial Process Monitoring

Peng Xu, Jianchang Liu, Wenle Zhang et al. · IEEE Transactions on Automation Science and Engineering · 2023 · 12 citations

Toward Multimode Process Monitoring: A Scheme Based on Kernel Entropy Component Analysis

Peng Xu, Jianchang Liu, Feng Yu et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 12 citations

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