Comprehensive working condition evaluation of the sintering process based on polymorphic indicators

Cluster-based industrial KPIs forecasting considering the periodicity and holiday effect using LSTM network and MSVR

(2023) Ziyuan Wang et al.   ADVANCED ENGINEERING INFORMATICS

Dynamic historical information incorporated attention deep learning model for industrial soft sensor modeling

(2022) Yalin Wang et al.   ADVANCED ENGINEERING INFORMATICS

A bearing fault diagnosis method without fault data in new working condition combined dynamic model with deep learning

(2022) Kun Xu et al.   ADVANCED ENGINEERING INFORMATICS

DSTED: A Denoising Spatial–Temporal Encoder–Decoder Framework for Multistep Prediction of Burn-Through Point in Sintering Process

(2022) Feng Yan et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Health Condition Assessment for Pumped Storage Units Using Multihead Self-Attentive Mechanism and Improved Radar Chart

(2022) Xiaoyuan Zhang et al.   IEEE Transactions on Industrial Informatics

Fuzzy comprehensive evaluation strategy for operating state of electrocoagulation purification process based on sliding window

(2022) Hongqiu Zhu et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Data‐driven modelling methods in sintering process: Current research status and perspectives

(2022) Feng Yan et al.   CANADIAN JOURNAL OF CHEMICAL ENGINEERING

An improved TOPSIS-based multi-criteria decision-making approach for evaluating the working condition of the aluminum reduction cell

(2022) Zhaoke Huang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Semi-supervised LSTM with historical feature fusion attention for temporal sequence dynamic modeling in industrial processes

(2022) Yiyin Tang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Data Mode Related Interpretable Transformer Network for Predictive Modeling and Key Sample Analysis in Industrial Processes

(2022) Diju Liu et al.   IEEE Transactions on Industrial Informatics

A semi-supervised linear-nonlinear prediction system for tumbler strength of iron ore sintering process with imbalanced data in multiple working modes

(2021) Xiaoxia Chen et al.   CONTROL ENGINEERING PRACTICE

Improving Visualisation Design for Effective Multi-Objective Decision Making

(2021) Bianchi Dy et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Dynamic Time Features Expanding and Extracting Method for Prediction Model of Sintering Process Quality Index

(2021) Li Yuxuan et al.   IEEE Transactions on Industrial Informatics

A working condition recognition method based on multivariable trend analysis for gold–antimony rougher flotation

(2020) Ming Lu et al.   MINERALS ENGINEERING

A review of fuzzy AHP methods for decision-making with subjective judgements

(2020) Yan Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multi-time-scale TFe prediction for iron ore sintering process with complex time delay

(2019) Xiaoxia Chen et al.   CONTROL ENGINEERING PRACTICE

A cascaded recognition method for copper rougher flotation working conditions

(2018) M. Lu et al.   CHEMICAL ENGINEERING SCIENCE

A Multilevel Prediction Model of Carbon Efficiency Based on the Differential Evolution Algorithm for the Iron Ore Sintering Process

(2018) Jie Hu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE

(2018) Xiaofeng Yuan et al.   IEEE Transactions on Industrial Informatics

Self-organization comprehensive real-time state evaluation model for oil pump unit on the basis of operating condition classification and recognition

(2018) Wei Liang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Soft-measuring models of thermal state in iron ore sintering process

(2018) Xiaoxian Huang et al.   MEASUREMENT

Data-Driven Robust M-LS-SVR-Based NARX Modeling for Estimation and Control of Molten Iron Quality Indices in Blast Furnace Ironmaking

(2017) Ping Zhou et al.   IEEE Transactions on Neural Networks and Learning Systems

Fault diagnosis of rotating machinery with a novel statistical feature extraction and evaluation method

(2015) Wei Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING