Online tool condition monitoring for ultrasonic metal welding via sensor fusion and machine learning

Monitoring tip-based nanomachining process by time series analysis using support vector machine

(2019) Fei Cheng et al.   Journal of Manufacturing Processes

Tool condition monitoring techniques in milling process — a review

(2019) T. Mohanraj et al.   Journal of Materials Research and Technology-JMR&T

Data-driven smart manufacturing: Tool wear monitoring with audio signals and machine learning

(2019) Zhixiong Li et al.   Journal of Manufacturing Processes

Review of tool condition monitoring methods in milling processes

(2018) Yuqing Zhou et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Spatial Interpolation for Periodic Surfaces in Manufacturing Using a Bessel Additive Variogram Model

(2018) Yuhang Yang et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Improving process robustness in ultrasonic metal welding of lithium-ion batteries

(2018) Lihang Nong et al.   JOURNAL OF MANUFACTURING SYSTEMS

Ultrasonic spot welding of aluminum-copper dissimilar metals: A study on joint strength by experimentation and machine learning techniques

(2018) Mantra Prasad Satpathy et al.   Journal of Manufacturing Processes

A multimodal intelligent monitoring system for turning processes

(2018) Bin Zhang et al.   Journal of Manufacturing Processes

Ultrasonic spot welding of aluminum alloys: A review

(2018) Z.L. Ni et al.   Journal of Manufacturing Processes

A Multisensor Fusion Method for Tool Condition Monitoring in Milling

(2018) Yuqing Zhou et al.   SENSORS

A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests

(2017) Dazhong Wu et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Fusing machine algorithm with welder intelligence for adaptive welding robots

(2017) YuKang Liu et al.   Journal of Manufacturing Processes

Tool wear monitoring in ultrasonic welding using high-order decomposition

(2016) Yaser Zerehsaz et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Online process monitoring with near-zero misdetection for ultrasonic welding of lithium-ion batteries: An integration of univariate and multivariate methods

(2016) Weihong Guo et al.   JOURNAL OF MANUFACTURING SYSTEMS

Application of acoustic emission sensor to investigate the frequency of tool wear and plastic deformation in tool condition monitoring

(2016) M.S.H. Bhuiyan et al.   MEASUREMENT

Tool life predictions in milling using spindle power with the neural network technique

(2016) Cyril Drouillet et al.   Journal of Manufacturing Processes

Analysis of Weld Formation in Multilayer Ultrasonic Metal Welding Using High-Speed Images

(2015) S. Shawn Lee et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Tool Wear Monitoring for Ultrasonic Metal Welding of Lithium-Ion Batteries

(2015) Chenhui Shao et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Characterization of Ultrasonic Metal Welding by Correlating Online Sensor Signals With Weld Attributes

(2014) S. Shawn Lee et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Feature selection for manufacturing process monitoring using cross-validation

(2013) Chenhui Shao et al.   JOURNAL OF MANUFACTURING SYSTEMS

Ultrasonic Bonding for MEMS Sealing and Packaging

(2009) Jongbaeg Kim et al.   IEEE TRANSACTIONS ON ADVANCED PACKAGING

A review of machining monitoring systems based on artificial intelligence process models

(2009) Jose Vicente Abellan-Nebot et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY