A method for the spatiotemporal correlation prediction of the quality of multiple operational processes based on S-GGRU

Product quality prediction method in small sample data environment

(2023) Feixiang Liu et al.   ADVANCED ENGINEERING INFORMATICS

Research on an Ultra-Short-Term Working Condition Prediction Method Based on a CNN-LSTM Network

(2023) Mengqing Tian et al.   Electronics

Estimation of machinability performance in wire-EDM on titanium alloy using neural networks

(2022) Uma Maheshwera Reddy Paturi et al.   MATERIALS AND MANUFACTURING PROCESSES

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

(2022) Yalin Wang et al.   ADVANCED ENGINEERING INFORMATICS

Real-time dynamic prediction model of carbon efficiency with working condition identification in sintering process

(2022) Jie Hu et al.   JOURNAL OF PROCESS CONTROL

Remaining useful life prediction of bearings by a new reinforced memory GRU network

(2022) Jianghong Zhou et al.   ADVANCED ENGINEERING INFORMATICS

LSTM-Based Broad Learning System for Remaining Useful Life Prediction

(2022) Xiaojia Wang et al.   Mathematics

A novel online framework for gear machining quality prediction based on ensemble deep regression

(2022) Dayuan Wu et al.   MEASUREMENT

A novel knowledge enhanced graph neural networks for fault diagnosis with application to blast furnace process safety

(2022) Yinghua Han et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Integration of data-driven models for dynamic prediction of the SAGD production performance with field data

(2022) Ziteng Huang et al.   FUEL

Spatio-Temporal Graph Attention Network for Sintering Temperature Long-Range Forecasting in Rotary Kilns

(2022) Hua Chen et al.   IEEE Transactions on Industrial Informatics

Intelligent machine learning based total productive maintenance approach for achieving zero downtime in industrial machinery

(2021) T. Roosefert Mohan et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Multi-objective quality control method for cold-rolled products oriented to customized requirements

(2021) Yi-fan Yan et al.   International Journal of Minerals Metallurgy and Materials

Digital twin-driven surface roughness prediction and process parameter adaptive optimization

(2021) Lilan Liu et al.   ADVANCED ENGINEERING INFORMATICS

Combining empirical mode decomposition and deep recurrent neural networks for predictive maintenance of lithium-ion battery

(2021) James C. Chen et al.   ADVANCED ENGINEERING INFORMATICS

Path Enhanced Bidirectional Graph Attention Network for Quality Prediction in Multistage Manufacturing Process

(2021) Donghao Zhang et al.   IEEE Transactions on Industrial Informatics

Random Forest-Bayesian Optimization for Product Quality Prediction With Large-Scale Dimensions in Process Industrial Cyber–Physical Systems

(2020) Tianteng Wang et al.   IEEE Internet of Things Journal

Well production forecasting based on ARIMA-LSTM model considering manual operations

(2020) Dongyan Fan et al.   ENERGY

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures

(2019) Yong Yu et al.   NEURAL COMPUTATION

Production capacity analysis and energy saving of complex chemical processes using LSTM based on attention mechanism

(2019) Yongming Han et al.   APPLIED THERMAL ENGINEERING

Neural Network-Based Model Predictive Control of a Paste Thickener Over an Industrial Internet Platform

(2019) Felipe Nunez et al.   IEEE Transactions on Industrial Informatics

Ensemble learning: A survey

(2018) Omer Sagi et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Situation prediction based on fuzzy clustering for industrial complex processes

(2014) Claudia V. Isaza et al.   INFORMATION SCIENCES

Modeling and Pareto optimization of multi-objective order scheduling problems in production planning

(2013) Z.X. Guo et al.   COMPUTERS & INDUSTRIAL ENGINEERING

New methods for interaction analysis of complex processes using weighted graphs

(2011) Miguel Castaño Arranz et al.   JOURNAL OF PROCESS CONTROL

Event graph modeling of a homogeneous job shop with bi-inline cells

(2011) Eunhye Song et al.   SIMULATION MODELLING PRACTICE AND THEORY