Optimal droplet transfer mode maintenance for wire + arc additive manufacturing (WAAM) based on deep learning

Research and application of machine learning for additive manufacturing

(2022) Jian Qin et al.   Additive Manufacturing

Wire based plasma arc and laser hybrid additive manufacture of Ti-6Al-4V

(2021) Chong Wang et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Monitoring process stability in GTA additive manufacturing based on vision sensing of arc length

(2021) Menghan Shi et al.   MEASUREMENT

Review on machining of additively manufactured nickel and titanium alloys

(2021) Navneet Khanna et al.   Journal of Materials Research and Technology-JMR&T

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

(2020) Alex Sherstinsky   PHYSICA D-NONLINEAR PHENOMENA

A review on wire arc additive manufacturing: Monitoring, control and a framework of automated system

(2020) Chunyang Xia et al.   JOURNAL OF MANUFACTURING SYSTEMS

The effect of wire size on high deposition rate wire and plasma arc additive manufacture of Ti-6Al-4V

(2020) Chong Wang et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

A fractal interpolation approach to improve neural network predictions for difficult time series data

(2020) Sebastian Raubitzek et al.   EXPERT SYSTEMS WITH APPLICATIONS

A review of the wire arc additive manufacturing of metals: properties, defects and quality improvement

(2018) Bintao Wu et al.   Journal of Manufacturing Processes

Metal transfer modes in plasma Wire + Arc additive manufacture

(2018) Sergio Ríos et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Wire + Arc Additive Manufacturing

(2016) S. W. Williams et al.   MATERIALS SCIENCE AND TECHNOLOGY

Automatic diacritization of Arabic text using recurrent neural networks

(2015) Gheith A. Abandah et al.   International Journal on Document Analysis and Recognition

Development of a laminar flow local shielding device for wire + arc additive manufacture

(2015) J. Ding et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Resistance based iterative learning control of additive manufacturing with wire

(2015) Petter Hagqvist et al.   MECHATRONICS

Resistance measurements for control of laser metal wire deposition

(2013) Petter Hagqvist et al.   OPTICS AND LASERS IN ENGINEERING

Investigation of the benefits of plasma deposition for the additive layer manufacture of Ti–6Al–4V

(2012) F. Martina et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Height control of laser metal-wire deposition based on iterative learning control and 3D scanning

(2012) Almir Heralić et al.   OPTICS AND LASERS IN ENGINEERING

A review on time series data mining

(2010) Tak-chung Fu   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Mining manufacturing data for discovery of high productivity process characteristics

(2010) Salim Charaniya et al.   JOURNAL OF BIOTECHNOLOGY

Rapid prototyping with high power fiber lasers

(2008) R.M. Miranda et al.   MATERIALS & DESIGN

Three way k-fold cross-validation of resource selection functions

(2007) Trevor S. Wiens et al.   ECOLOGICAL MODELLING