Tool wear estimation and life prognostics in milling: Model extension and generalization

A data-driven model for milling tool remaining useful life prediction with convolutional and stacked LSTM network

(2020) Qinglong An et al.   MEASUREMENT

Tool wear monitoring using an online, automatic and low cost system based on local texture

(2018) María Teresa García-Ordás et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A generic tool wear model and its application to force modeling and wear monitoring in high speed milling

(2018) Kunpeng Zhu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Novel Approach of Tool Wear Evaluation

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

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

The monitoring of micro milling tool wear conditions by wear area estimation

(2017) Kunpeng Zhu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Cutting forces, tool wear and surface finish in high speed diamond machining

(2017) Ekkard Brinksmeier et al.   PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY

A probabilistic neural network applied in monitoring tool wear in the end milling operation via acoustic emission and cutting power signals

(2016) Rodrigo Henriques Lopes da Silva et al.   MACHINING SCIENCE AND TECHNOLOGY

Development of flank wear model of cutting tool by using adaptive feedback linear control system on machining AISI D2 steel and AISI 4340 steel

(2016) Kashfull Orra et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

On-machine tool prediction of flank wear from machined surface images using texture analyses and support vector regression

(2016) Samik Dutta et al.   PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY

Milling tool's flank wear prediction by temperature dependent wear mechanism determination when machining Inconel 182 overlays

(2016) Chengdong Wang et al.   TRIBOLOGY INTERNATIONAL

Preface for the special issue on robotics in smart manufacturing

(2014) Pedro Neto et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Comparison of two models for predicting tool wear and cutting force components during high speed trimming of CFRP

(2014) Mohamed Slamani et al.   International Journal of Material Forming

Correlating surface roughness, tool wear and tool vibration in the milling process of hardened steel using long slender tools

(2013) Marcelo Mendes de Aguiar et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Tool Wear in Cutting Operations: Experimental Analysis and Analytical Models

(2013) A. Attanasio et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Proposal for a new theoretical model of the cutting tool's flank wear

(2013) Z. Pálmai   WEAR

Investigations on model-based simulation of tool wear with carbide tools in milling operation

(2012) Chen Zhang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Understanding the tool wear mechanism during thermally assisted machining Ti-6Al-4V

(2012) M.J. Bermingham et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Tool wear characteristics in machining of nickel-based superalloys

(2012) Dahu Zhu et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

A review of tool wear estimation using theoretical analysis and numerical simulation technologies

(2012) Bin Li   INTERNATIONAL JOURNAL OF REFRACTORY METALS & HARD MATERIALS

Applying the self-organization feature map (SOM) algorithm to AE-based tool wear monitoring in micro-cutting

(2012) Chia-Liang Yen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Thermal and mechanical modeling analysis of laser-assisted micro-milling of difficult-to-machine alloys

(2011) Hongtao Ding et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

A Multifeature Approach to Tool Wear Estimation Using 3D Workpiece Surface Texture Parameters

(2010) Yi Liao et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Decision methodology of end-milling conditions using data-mining

(2010) Toshiki Hirogaki et al.   PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY

Development of a tool wear observer model for online tool condition monitoring and control in machining nickel-based alloys

(2009) X. Q. Chen et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Multi-category micro-milling tool wear monitoring with continuous hidden Markov models

(2008) Kunpeng Zhu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING