Cost-Effective Classification of Tool Wear with Transfer Learning Based on Tool Vibration for Hard Turning Processes

Deep transfer learning with limited data for machinery fault diagnosis

(2021) Te Han et al.   APPLIED SOFT COMPUTING

Transfer learning for enhanced machine fault diagnosis in manufacturing

(2020) Peng Wang et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

In-process tool condition forecasting based on a deep learning method

(2020) Huibin Sun et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

(2020) Aytaç Altan et al.   APPLIED SOFT COMPUTING

Tool wear classification using time series imaging and deep learning

(2019) Giovanna Martínez-Arellano et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques

(2019) Aytaç Altan et al.   CHAOS SOLITONS & FRACTALS

Automatic Identification of Tool Wear Based on Convolutional Neural Network in Face Milling Process

(2019) Xuefeng Wu et al.   SENSORS

Highly-Accurate Machine Fault Diagnosis Using Deep Transfer Learning

(2018) Siyu Shao et al.   IEEE Transactions on Industrial Informatics

Tool condition monitoring using spectral subtraction and convolutional neural networks in milling process

(2018) Fatemeh Aghazadeh et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A comparison of machine learning methods for cutting parameters prediction in high speed turning process

(2016) Zoran Jurkovic et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Tool-wear prediction and pattern-recognition using artificial neural network and DNA-based computing

(2015) Doriana M. D’Addona et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Machine Learning Based Predictive Modeling of Machining Induced Microhardness and Grain Size in Ti–6Al–4V Alloy

(2014) Yiğit M. Arisoy et al.   MATERIALS AND MANUFACTURING PROCESSES

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING