Results 1 to 10 of about 3,729,232 (251)

In production system for tool wear prediction using multi-sensor time series and machine learning models. [PDF]

Discov Appl Sci
Dreyer J, Carrino S, Ghorbel H, Cotofrei P.   +3 more
europepmc   +1 more source

A data-driven approach for high-accuracy tool wear prediction in machining Hastelloy C276. [PDF]

Sci Rep
Abdullah M, Rao ACU, Ramachandran T, Biswal S, Chaudhary SP, Singh R, Mishra A, Mann VS, Bhowmik A, Abate L.   +9 more
europepmc   +1 more source

Real-Time Cutting Temperature Monitoring and Tool Wear Prediction with Integrated Thin-Film Thermocouples and Coupled Simulation. [PDF]

Micromachines (Basel)
Luo Y, Zuo F, Lyu B, Zhang X, Ge X.
europepmc   +1 more source

Physics-Driven Deep Feature Fusion: A Lightweight CSAKansformer Architecture for Tool Wear Diagnosis in P25 Turning. [PDF]

Sensors (Basel)
Wang S, Zhang T, Liu X, Liu W, Zhang H, Chang F.   +5 more
europepmc   +1 more source

Non-response adjusted mean estimation using tool wear and torque data in predictive maintenance systems. [PDF]

Sci Rep
Lakshmi NV, Danish F, Dar JG, Gandara FAF.   +3 more
europepmc   +1 more source

Tool Wear and Surface Finish in AISI 304 Stainless Steel Dry Turning with Cermet Inserts. [PDF]

Materials (Basel)
Magalhães LC, Sorte NA, Souza MT, Marques A.   +3 more
europepmc   +1 more source

Intelligent tool wear monitoring using XGBoost, SVR, and DNN models in NMQL environment. [PDF]

Sci Rep
Almomani O, Venkatesh B, Chaudhary SP, Mishra A, Sujai S, Juneja S, Pradhan P, Venkatesan SP, Bhowmik A, Tamene Y.   +9 more
europepmc   +1 more source

Cross-Condition Tool Wear State Monitoring via Multi-Source Sensor Signal Fusion and Supervised Transfer Learning. [PDF]

Sensors (Basel)
Huang Y, Lu X, Zhang D.
europepmc   +1 more source

Research on Tool Wear Prediction Method Based on CNN-ResNet-CBAM-BiGRU. [PDF]

Sensors (Basel)
Sun B, Wang H, Zhang J, Zhang L, Wu X.
europepmc   +1 more source

Cloud-based collaborative CNC manufacturing framework integrating tool wear monitoring and scheduling support. [PDF]

Sci Rep
Imran, Nouioua M, Mekid S.
europepmc   +1 more source