Implementation of Precision Machine Tool Thermal Error Compensation in Edge-Cloud-Fog Computing Architecture

Robust modeling method for thermal error of CNC machine tools based on random forest algorithm

(2022) Mengrui Zhu et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Thermally-induced error compensation of spindle system based on long short term memory neural networks

(2021) Jialan Liu et al.   APPLIED SOFT COMPUTING

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

(2020) Alex Sherstinsky   PHYSICA D-NONLINEAR PHENOMENA

Reliability of response region: A novel mechanism in visual tracking by edge computing for IIoT environments

(2020) Shuai Liu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Intelligent Prognostics of Machining Tools Based on Adaptive Variational Mode Decomposition and Deep Learning Method with Attention Mechanism

(2020) Chongdang Liu et al.   NEUROCOMPUTING

Enabling smart manufacturing through a systematic planning framework for edge computing

(2020) Jakob Zietsch et al.   CIRP Journal of Manufacturing Science and Technology

Geometric error contribution modeling and sensitivity evaluating for each axis of five-axis machine tools based on POE theory and transforming differential changes between coordinate frames

(2019) Guoqiang Fu et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Model-based error motion prediction and fit clearance optimization for machine tool spindles

(2019) Hongrui Cao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A method of NC machine tools intelligent monitoring system in smart factories

(2019) Wei Liu et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Bidirectional Prediction-Based Underwater Data Collection Protocol for End-Edge-Cloud Orchestrated System

(2019) Tian Wang et al.   IEEE Transactions on Industrial Informatics

Tasks Scheduling and Resource Allocation in Fog Computing Based on Containers for Smart Manufacture

(2018) Luxiu Yin et al.   IEEE Transactions on Industrial Informatics

Deploying Fog Computing in Industrial Internet of Things and Industry 4.0

(2018) Mohammad Aazam et al.   IEEE Transactions on Industrial Informatics

Scheduling in cloud manufacturing: state-of-the-art and research challenges

(2018) Yongkui Liu et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Sensitivity analysis and application of machine learning methods to predict the heat transfer performance of CNT/water nanofluid flows through coils

(2018) Alireza Baghban et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Robust modeling method for thermal error of CNC machine tools based on ridge regression algorithm

(2017) Hui Liu et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Thermal error compensation of high-speed spindle system based on a modified BP neural network

(2016) Chi Ma et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A geometric error budget method to improve machining accuracy reliability of multi-axis machine tools

(2016) Ziling Zhang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Automated thermal fuse inspection using machine vision and artificial neural networks

(2014) Te-Hsiu Sun et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Improved Real-time Denoising Method Based on Lifting Wavelet Transform

(2014) Zhaohua Liu et al.   Measurement Science Review

Thermal issues in machine tools

(2012) Josef Mayr et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY