数据 | 论文 | 浙江工业大学

Special Probabilistic Prediction Model for Temperature Characteristics of Dynamic Fluid Processes

2019

期刊 IEEE Access

作者 Hongying Deng · Yang Zhang · Bocheng Chen · Yi Liu · Shengchang Zhang

Transfer learning soft sensor for product quality prediction in multi-grade processes

2019

会议 2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS)

作者 Chao Yang · Bocheng Chen · Zhiwen Wang · Yuan Yao · Yi Liu

Active learning for modeling and prediction of dynamical fluid processes

2018

期刊 Chemometrics and Intelligent Laboratory Systems

作者 Hongying Deng · Yi Liu · Ping Li · Shengchang Zhang

Automatic Pearl Classification Machine Based on a Multistream Convolutional Neural Network

2018

期刊 IEEE Transactions on Industrial Electronics

作者 Qi Xuan · Binwei Fang · Yi Liu · Jinbao Wang · Jian Zhang · Yayu Zheng · Guanjun Bao

Ensemble deep kernel learning with application to quality prediction in industrial polymerization processes

2018

期刊 Chemometrics and Intelligent Laboratory Systems

作者 Yi Liu · Chao Yang · Zengliang Gao · Yuan Yao

Evolving Convolutional Neural Network and Its Application in Fine-Grained Visual Categorization

2018

期刊 IEEE Access

作者 Qi Xuan · Haoquan Xiao · Chenbo Fu · Yi Liu

Hybrid model for discharge flow rate prediction of reciprocating multiphase pumps

2018

期刊 Advances in Engineering Software

作者 Hongying Deng · Yi Liu · Ping Li · Shengchang Zhang

Integrated probabilistic modeling method for transient opening height prediction of check valves in oil-gas multiphase pumps

2018

期刊 Advances in Engineering Software

作者 Hongying Deng · Yi Liu · Ping Li · Yi Ma · Shengchang Zhang

Just-in-time semi-supervised soft sensor for quality prediction in industrial rubber mixers

2018

期刊 Chemometrics and Intelligent Laboratory Systems

作者 Wenjian Zheng · Yi Liu · Zengliang Gao · Jianguo Yang

Root Cause Diagnosis of Process Faults Using Conditional Granger Causality Analysis and Maximum Spanning Tree

2018

期刊 IFAC-PapersOnLine

作者 Han-Sheng Chen · Zhengbing Yan · Xuelei Zhang · Yi Liu · Yuan Yao

Active Selection of Informative Data for Sequential Quality Enhancement of Soft Sensor Models with Latent Variables

2017

期刊 Industrial & Engineering Chemistry Research

作者 Yi Liu · Qing-Yang Wu · Junghui Chen

Adaptive Weighting Just-in-Time-Learning Quality Prediction Model for an Industrial Blast Furnace

2017

期刊 ISIJ International

作者 Kun Chen · Yi Liu

Ensemble Non-Gaussian Local Regression for Industrial Silicon Content Prediction

2017

期刊 ISIJ International

作者 Zhenyu Ding · Jie Zhang · Yi Liu

Fast property prediction in an industrial rubber mixing process with local ELM model

2017

期刊 Journal of Applied Polymer Science

作者 Weiya Jin · Yi Liu · Zengliang Gao

Flame Images for Oxygen Content Prediction of Combustion Systems Using DBN

2017

期刊 Energy & Fuels

作者 Yi Liu · Yu Fan · Junghui Chen

Industrial Mooney viscosity prediction using fast semi-supervised empirical model

2017

期刊 Chemometrics and Intelligent Laboratory Systems

作者 Wenjian Zheng · Xuejin Gao · Yi Liu · Limei Wang · Jianguo Yang · Zengliang Gao

Industrial polyethylene melt index prediction using ensemble manifold learning-based local model

2017

期刊 Journal of Applied Polymer Science

作者 Yi Liu · Yu Liang · Zengliang Gao

Just-in-Time Correntropy Soft Sensor with Noisy Data for Industrial Silicon Content Prediction

2017

期刊 Sensors

作者 Kun Chen · Yu Liang · Zengliang Gao · Yi Liu

Online flooding prognosis in packed columns by monitoring parameter change in EGARCH model

2017

会议 2017 6th International Symposium on Advanced Control of Industrial Processes (AdCONIP)

作者 Yi Liu · Bo-Fan Hseuh · Zengliang Gao · Yuan Yao

Online Flooding Supervision in Packed Towers: An Integrated Data-Driven Statistical Monitoring Method

2017

期刊 Chemical Engineering & Technology

作者 Yi Liu · Yu Liang · Zengliang Gao · Yuan Yao

Whole flow field performance prediction by impeller parameters of centrifugal pumps using support vector regression

2017

期刊 Advances in Engineering Software

作者 Hongying Deng · Yi Liu · Ping Li · Shengchang Zhang

Active learning assisted strategy of constructing hybrid models in repetitive operations of membrane filtration processes: Using case of mixture of bentonite clay and sodium alginate

2016

期刊 Journal of Membrane Science

作者 Yi Liu · Chen-Pei Chou · Junghui Chen · Juin-Yih Lai

Ensemble Correntropy-Based Mooney Viscosity Prediction Model for an Industrial Rubber Mixing Process

2016

期刊 Chemical Engineering & Technology

作者 Yi Liu · Yu Fan · Lichun Zhou · Fujiang Jin · Zengliang Gao

Flooding Prognosis in Packed Columns by Assessing the Degree of Steadiness (DOS) of Process Variable Trajectory

2016

期刊 Industrial & Engineering Chemistry Research

作者 Yi Liu · Bo-Fan Hseuh · Zengliang Gao · Yuan Yao

Ensemble local kernel learning for online prediction of distributed product outputs in chemical processes

2015

期刊 Chemical Engineering Science

作者 Yi Liu · Zhengjiang Zhang · Junghui Chen

Industrial melt index prediction with the ensemble anti-outlier just-in-time Gaussian process regression modeling method

2015

期刊 Journal of Applied Polymer Science

作者 Yi Liu · Zengliang Gao

Online flooding monitoring in packed towers using EDPCA method

2015

会议 2015 34th Chinese Control Conference (CCC)

作者 Wang Wenwen · Cao Zewen · Gao Zengliang · Liu Yi

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Special Probabilistic Prediction Model for Temperature Characteristics of Dynamic Fluid Processes

Transfer learning soft sensor for product quality prediction in multi-grade processes

Active learning for modeling and prediction of dynamical fluid processes

Automatic Pearl Classification Machine Based on a Multistream Convolutional Neural Network

Ensemble deep kernel learning with application to quality prediction in industrial polymerization processes

Evolving Convolutional Neural Network and Its Application in Fine-Grained Visual Categorization

Hybrid model for discharge flow rate prediction of reciprocating multiphase pumps

Integrated probabilistic modeling method for transient opening height prediction of check valves in oil-gas multiphase pumps

Just-in-time semi-supervised soft sensor for quality prediction in industrial rubber mixers

Root Cause Diagnosis of Process Faults Using Conditional Granger Causality Analysis and Maximum Spanning Tree

Active Selection of Informative Data for Sequential Quality Enhancement of Soft Sensor Models with Latent Variables

Adaptive Weighting Just-in-Time-Learning Quality Prediction Model for an Industrial Blast Furnace

Ensemble Non-Gaussian Local Regression for Industrial Silicon Content Prediction

Fast property prediction in an industrial rubber mixing process with local ELM model

Flame Images for Oxygen Content Prediction of Combustion Systems Using DBN

Industrial Mooney viscosity prediction using fast semi-supervised empirical model

Industrial polyethylene melt index prediction using ensemble manifold learning-based local model

Just-in-Time Correntropy Soft Sensor with Noisy Data for Industrial Silicon Content Prediction

Online flooding prognosis in packed columns by monitoring parameter change in EGARCH model

Online Flooding Supervision in Packed Towers: An Integrated Data-Driven Statistical Monitoring Method

Whole flow field performance prediction by impeller parameters of centrifugal pumps using support vector regression

Active learning assisted strategy of constructing hybrid models in repetitive operations of membrane filtration processes: Using case of mixture of bentonite clay and sodium alginate

Ensemble Correntropy-Based Mooney Viscosity Prediction Model for an Industrial Rubber Mixing Process

Flooding Prognosis in Packed Columns by Assessing the Degree of Steadiness (DOS) of Process Variable Trajectory

Ensemble local kernel learning for online prediction of distributed product outputs in chemical processes

Industrial melt index prediction with the ensemble anti-outlier just-in-time Gaussian process regression modeling method

Online flooding monitoring in packed towers using EDPCA method