CNC Cutting Tools` Life Prediction Using Data Mining Approach
The failure of CNC machine tools has always been a negative impact on the manufacturing environment. The consequences of the failure will influence the production control, which further increases the duration of unplanned maintenance. To avoid such situations, it is required to predict the tools’...
| Main Authors: | Chan, Choon Kit, Wong, Marven, Zhen Siang |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
INTI International University
2022
|
| Subjects: | |
| Online Access: | http://eprints.intimal.edu.my/1611/ http://eprints.intimal.edu.my/1611/1/joit2022_11r.pdf http://eprints.intimal.edu.my/1611/2/296 |
Similar Items
Modal analysis on cnc milling cutting tool
by: Nik Muhamad Firdaus, Nik Salahuddin
Published: (2013)
by: Nik Muhamad Firdaus, Nik Salahuddin
Published: (2013)
The effect of chatter on cutting tool in CNC milling machine
by: Crispin, Julip Jainul
Published: (2009)
by: Crispin, Julip Jainul
Published: (2009)
Cutting Tools in Finishing Operations for CNC Rapid Manufacturing Processes: Simulation Studies
by: M. Nafis, O. Z., et al.
Published: (2014)
by: M. Nafis, O. Z., et al.
Published: (2014)
Prediction of chatter in CNC machining based on dynamic cutting force for ball end milling
by: Nor Komariah, Hasfa
Published: (2008)
by: Nor Komariah, Hasfa
Published: (2008)
Prediction of Chatter in CNC Machining based on Dynamic Cutting Force for Ball End Milling
by: R., Daud, et al.
Published: (2009)
by: R., Daud, et al.
Published: (2009)
Evaluation of data mining models for predicting concrete strength
by: Wong, Chuan Ming
Published: (2024)
by: Wong, Chuan Ming
Published: (2024)
The Impact of Cutting Tool Materials on Cutting Force
by: ahmad kamely, mohamad, et al.
Published: (2011)
by: ahmad kamely, mohamad, et al.
Published: (2011)
Condition monitoring based on IoT for predictive maintenance of CNC machines
by: Yahya Mohammed, Al-Naggar, et al.
Published: (2021)
by: Yahya Mohammed, Al-Naggar, et al.
Published: (2021)
Mechanical Design on Cutting Tool Life
by: Raja Hamzah, Raja Ismail
Published: (2015)
by: Raja Hamzah, Raja Ismail
Published: (2015)
Statistical approach for prediction of thermal properties of CNC and CNC-CuO nanolubricant using Response Surface Methodology (RSM)
by: Sakinah, Hisham, et al.
Published: (2019)
by: Sakinah, Hisham, et al.
Published: (2019)
New tool life models in turning hardened steel AISI 4340 under high cutting speed
by: Adesta, Erry Yulian Triblas, et al.
Published: (2011)
by: Adesta, Erry Yulian Triblas, et al.
Published: (2011)
The effects of cutting speed and change in cutting tool materials on surface roughness in bone-cutting procedures
by: Sawangsri, Worapong, et al.
Published: (2024)
by: Sawangsri, Worapong, et al.
Published: (2024)
Coating for high speed cutting tools
by: -, Suryanto
Published: (2011)
by: -, Suryanto
Published: (2011)
Taguchi approach on surface integrity of titanium in turning operation using tin coated cutting tool
by: Aida Azwa, A. Halim
Published: (2010)
by: Aida Azwa, A. Halim
Published: (2010)
Cubic spline interpolations in CNC machining
by: Wan Ruslan, Wan Yusoff, et al.
Published: (2022)
by: Wan Ruslan, Wan Yusoff, et al.
Published: (2022)
Mathematical Modeling to Predict Surface Roughness in CNC Milling
by: M. F. F., Ab Rashid, et al.
Published: (2009)
by: M. F. F., Ab Rashid, et al.
Published: (2009)
Response surface methodological approach for the prediction of tangential cutting forces in end milling of stainless steel
by: Patwari, Muhammed Anayet Ullah, et al.
Published: (2008)
by: Patwari, Muhammed Anayet Ullah, et al.
Published: (2008)
prediction of cutting temperatures by using back propagation neural network modeling when cutting hardened h-13 steel in CNC end milling
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)
Prediction of cutting temperatures by using back propagation neural network modeling when cutting hardened H-13 steel in CNC end milling
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2012)
The effect of cutting parameters on tool wear in drilling aluminium 7075
by: Meera Mydin, Nur Munirah, et al.
Published: (2020)
by: Meera Mydin, Nur Munirah, et al.
Published: (2020)
A qualitative study on cutting tool materials for bone surgeries
by: Addepalli, Phanindra, et al.
Published: (2021)
by: Addepalli, Phanindra, et al.
Published: (2021)
Cutting force of end cutting tool milling machining
by: Sharifah Noor Shahirah, Syed Mohd Nordin
Published: (2007)
by: Sharifah Noor Shahirah, Syed Mohd Nordin
Published: (2007)
Numerical analysis of internal flow in internally cooled cutting tool
by: Mohamad Faizal, Ridzwan, et al.
Published: (2022)
by: Mohamad Faizal, Ridzwan, et al.
Published: (2022)
Effect of Dry Cutting on Force and Tool Life when Machining Aerospace Material
by: K., Kadirgama, et al.
Published: (2010)
by: K., Kadirgama, et al.
Published: (2010)
Application Of Cnc Simulator For CNC Machining Via CAD-CAM
by: Misman, Lailisa Nur
Published: (2017)
by: Misman, Lailisa Nur
Published: (2017)
Comparison of the cutting force, power, tool life and torque in the end milling of modified AISI P20 tool steel
by: P. Vinothi, S Parawa Karan
Published: (2009)
by: P. Vinothi, S Parawa Karan
Published: (2009)
Prediction modelling for Cellulose Nanocrystal (CNC) dispersed in ethylene glycol- water mixture
by: D., Ramasamy, et al.
Published: (2019)
by: D., Ramasamy, et al.
Published: (2019)
Identifying significant features and data mining techniques in predicting cardiovascular disease / Mohammad Shafenoor Amin
by: Mohammad Shafenoor , Amin
Published: (2018)
by: Mohammad Shafenoor , Amin
Published: (2018)
High speed cutting: an approach towards improved
machining performance
Published: (2011)
Published: (2011)
A pneumatic non-explosive quick stop device for CNC turning machine
by: Amiril Sahab, Abdul Sani, et al.
Published: (2021)
by: Amiril Sahab, Abdul Sani, et al.
Published: (2021)
Performance investigation of solar collector with cotton-based cnc and graphene hybrid nano fluids
by: Abu Shadate, Faisal Mahamude
Published: (2022)
by: Abu Shadate, Faisal Mahamude
Published: (2022)
An approach for the optimization of thermal conductivity and viscosity of hybrid (Graphene Nanoplatelets, GNPs: Cellulose Nanocrystal, CNC) nanofluids using Response Surface Methodology (RSM)
by: Chong, Tak Yaw, et al.
Published: (2023)
by: Chong, Tak Yaw, et al.
Published: (2023)
Improvement of availability rate of overall equipment effectiveness (OEE) for CNC winding machine
by: Aina Nadia Aida, Mohd Latif
Published: (2015)
by: Aina Nadia Aida, Mohd Latif
Published: (2015)
Effect of tool path strategies of CAD/CAM operation in CNC milling of mold core component
by: Zaman, Hainol Akbar
Published: (2009)
by: Zaman, Hainol Akbar
Published: (2009)
Impact of bauxite mining on quality of life : An analysis of road users
by: Norsyamimi, Rosli, et al.
Published: (2021)
by: Norsyamimi, Rosli, et al.
Published: (2021)
Design of mini CNC machine
by: Nur Suraini, Hashim
Published: (2012)
by: Nur Suraini, Hashim
Published: (2012)
Review on CNC-rapid prototyping
by: M. Nafis, O. Z., et al.
Published: (2012)
by: M. Nafis, O. Z., et al.
Published: (2012)
The effect of cutting parameters on the performance of ZTA-MgO cutting tool
by: Mohd Ali, Afifah, et al.
Published: (2018)
by: Mohd Ali, Afifah, et al.
Published: (2018)
End Mill Tools Integration in CNC Machining for Rapid Manufacturing Processes: Simulation Studies
by: M. Nafis, O. Z., et al.
Published: (2015)
by: M. Nafis, O. Z., et al.
Published: (2015)
Effects of punching force on cutting tool in forming process using FEA approach
by: Ahmad Khairul Hafizi, Wahab
Published: (2009)
by: Ahmad Khairul Hafizi, Wahab
Published: (2009)
Similar Items
-
Modal analysis on cnc milling cutting tool
by: Nik Muhamad Firdaus, Nik Salahuddin
Published: (2013) -
The effect of chatter on cutting tool in CNC milling machine
by: Crispin, Julip Jainul
Published: (2009) -
Cutting Tools in Finishing Operations for CNC Rapid Manufacturing Processes: Simulation Studies
by: M. Nafis, O. Z., et al.
Published: (2014) -
Prediction of chatter in CNC machining based on dynamic cutting force for ball end milling
by: Nor Komariah, Hasfa
Published: (2008) -
Prediction of Chatter in CNC Machining based on Dynamic Cutting Force for Ball End Milling
by: R., Daud, et al.
Published: (2009)