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Works (26)

Process monitoring method based on vine copula and transfer learning strategy

Computers & Chemical Engineering
2025-01 | Journal article
Contributors: Yifan Zhang; Shaojun Li
Source: check_circle
Crossref

A data-driven LSTMSCBLS model for soft sensor of industrial process

Measurement Science and Technology
2024-10-01 | Journal article
Contributors: Mingming Ni; Shaojun Li
Source: check_circle
Crossref

Development of AI-based process controller of sour water treatment unit using deep reinforcement learning

Journal of the Taiwan Institute of Chemical Engineers
2024-04 | Journal article
Contributors: Hai Wang; Yeshuang Guo; Long Li; Shaojun Li
Source: check_circle
Crossref

Process monitoring via dependence description based on variable selection and vine copula

Measurement Science and Technology
2024-04-01 | Journal article
Contributors: Xinpeng Bai; Suiqing Qiu; Shisong Liu; Shaojun Li
Source: check_circle
Crossref

A virtual sample generation method based on manifold learning and a generative adversarial network for soft sensor models with limited data

Journal of the Taiwan Institute of Chemical Engineers
2023-10 | Journal article
Contributors: Xinpeng Bai; Shaojun Li
Source: check_circle
Crossref

Adaptive cascade enhancement broad learning system combined with stacked correlation information autoencoder for soft sensor modeling of industrial process

Computers & Chemical Engineering
2023-09 | Journal article
Contributors: Mingming Ni; Shaojun Li
Source: check_circle
Crossref

Multi‐layer features ensemble soft sensor regression model based on stacked autoencoder and vine copula

The Canadian Journal of Chemical Engineering
2023-08 | Journal article
Contributors: Hongmin Chen; Shaojun Li
Source: check_circle
Crossref

Cost allocation evaluation of a multi-plant flexible heat exchanger network design based on fuzzy game

Computers & Chemical Engineering
2023-07 | Journal article
Contributors: Yitong Tian; Shaojun Li
Source: check_circle
Crossref

A Probabilistic Copula-Based Fault Detection Method With TrAdaBoost Strategy for Industrial IoT

IEEE Internet of Things Journal
2023-05-01 | Journal article
Contributors: Yang Zhou; Shaojun Li
Source: check_circle
Crossref

Interval-valued data correlation modeling approach for uncertain nonlinear and non-Gaussian process monitoring

Measurement Science and Technology
2022-12-01 | Journal article
Contributors: Suiqing Qiu; Shaojun Li
Source: check_circle
Crossref

An adaptive soft sensor method of D-vine copula quantile regression for complex chemical processes

Chemical Engineering Science
2021-02 | Journal article
Contributors: Jianeng Ni; Shaojun Li
Source: check_circle
Crossref

Modelling method of data‐driven model combined with a priori knowledge and its application in average particle size estimation of composite colloidal sols

The Canadian Journal of Chemical Engineering
2021-02 | Journal article
Contributors: Yang Zhou; Shaojun Li
Source: check_circle
Crossref

Probabilistic Weighted Copula Regression Model With Adaptive Sample Selection Strategy for Complex Industrial Processes

IEEE Transactions on Industrial Informatics
2020-11 | Journal article
Contributors: Yang Zhou; Xiang Ren; Shaojun Li
Source: check_circle
Crossref

Process Monitoring Based on the Multiblock Rolling Pin Vine Copula

Industrial & Engineering Chemistry Research
2020-10-07 | Journal article
Contributors: Qiong Jia; Shaojun Li
Source: check_circle
Crossref

Nonlinear Non-Gaussian and Multimode Process Monitoring-Based Multi-Subspace Vine Copula and Deep Neural Network

Industrial & Engineering Chemistry Research
2020-08-12 | Journal article
Contributors: Yang Zhou; Xiang Ren; Shaojun Li
Source: check_circle
Crossref

Process Monitoring and Fault Diagnosis Based on a Regular Vine and Bayesian Network

Industrial & Engineering Chemistry Research
2020-07-01 | Journal article
Contributors: Qiong Jia; Shaojun Li
Source: check_circle
Crossref

Process monitoring method based on correlation variable classification and vine copula

The Canadian Journal of Chemical Engineering
2020-06 | Journal article
Contributors: Qun Cui; Shaojun Li
Source: check_circle
Crossref

Hamiltonian Monte Carlo-Based D-Vine Copula Regression Model for Soft Sensor Modeling of Complex Chemical Processes

Industrial & Engineering Chemistry Research
2020-01-29 | Journal article
Contributors: Jianeng Ni; Yang Zhou; Shaojun Li
Source: check_circle
Crossref

Soft-Sensor Model for Chemical Processes Based on D-Vine Copula with Rolling Pin Transformation

Industrial & Engineering Chemistry Research
2019-10-16 | Journal article
Contributors: Jun Cai; Yang Zhou; Zhihua Zhang; Shaojun Li
Source: check_circle
Crossref

Process Monitoring Method Based on Double-Model and Multi-Subspace Vine Copula

Industrial & Engineering Chemistry Research
2019-07-10 | Journal article
Contributors: Qiong Jia; Hongtao Deng; Xiang Ren; Shaojun Li
Source: check_circle
Crossref

Improved Vine Copula-Based Dependence Description for Multivariate Process Monitoring Based on Ensemble Learning

Industrial & Engineering Chemistry Research
2019-03-06 | Journal article
Contributors: Yang Zhou; Shaojun Li; Ning Xiong
Source: check_circle
Crossref

Modeling and application of industrial process fault detection based on pruning vine copula

Chemometrics and Intelligent Laboratory Systems
2019-01 | Journal article
Contributors: Junxia Wan; Shaojun Li
Source: check_circle
Crossref

Enhancing Quality of Multivariate Process Monitoring Based on Vine Copula and Active Learning Strategy

Industrial & Engineering Chemistry Research
2018-06-13 | Journal article
Contributors: Yang Zhou; Xiang Ren; Shaojun Li
Source: check_circle
Crossref

Nonlinear and Non-Gaussian Process Monitoring Based on Simplified R-Vine Copula

Industrial & Engineering Chemistry Research
2018-06-06 | Journal article
Contributors: Nan Zhou; Shaojun Li
Source: check_circle
Crossref

On the use of risk-based Shapley values for cost sharing in interplant heat integration programs

Applied Energy
2018-02 | Journal article
Contributors: Yuhui Jin; Chuei-Tin Chang; Shaojun Li; Da Jiang
Source: check_circle
Crossref

Fault Detection and Diagnosis for Nonlinear and Non-Gaussian Processes Based on Copula Subspace Division

Industrial & Engineering Chemistry Research
2017-10-11 | Journal article
Contributors: Xiang Ren; Kunping Zhu; Ting Cai; Shaojun Li
Source: check_circle
Crossref

Peer review (11 reviews for 6 publications/grants)

Review activity for ACS omega. (1)
Review activity for Applied soft computing. (2)
Review activity for Chemical engineering science. (2)
Review activity for Engineering applications of artificial intelligence. (2)
Review activity for Industrial & engineering chemistry research. (3)
Review activity for Journal of the Taiwan Institute of Chemical Engineers. (1)