Kandice
Barros
PostDoctoral Researcher, Mechanical Engineering
Dr.
Links
Areas of expertise
Manufacturing
Metal Additive Manufacturing
Process Monitoring
Artificial Intelligence.
Biography
Dr. Barros is an expert in metal Additive Manufacturing and process monitoring, and has been involved in research activities for the past 6+ years. Along the way, worldwide collaboration with industry and renowned research groups has been developed. During her D.Sc., a novel monitoring methodology and 3D interactive software to aid the investigation of part quality in metal Additive Manufacturing via L-DED was proposed and implemented. Current interests are in manufacturing processes, to enhance material quality in Metal Additive Manufacturing with the aid of process monitoring, sensor fusion and advanced techniques of artificial intelligence.
Teaching
Hands on Smart Systems
Publications
Real-time prediction of deposited bead width in L-DED using semi-supervised transfer learning (2023)
International Journal of Advanced Manufacturing Technology
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Abrasive and non-conventional post-processing techniques to improve surface finish of additively manufactured metals: a review (2023)
Progress in Additive Manufacturing
(Vertaisarvioitu katsausartikkeli tieteellisessä aikakauslehdessä (A2))
A hybrid machine learning model for in-process estimation of printing distance in laser Directed Energy Deposition (2023)
International Journal of Advanced Manufacturing Technology
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Micro-machining of additively manufactured metals: a review (2022)
International Journal of Advanced Manufacturing Technology
(Vertaisarvioitu katsausartikkeli tieteellisessä aikakauslehdessä (A2))
In-process chatter detection in micro-milling using acoustic emission via machine learning classifiers (2022)
International Journal of Advanced Manufacturing Technology
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))