Characteristics of machining data and machine learning models - A case study

QR Code

Characteristics of machining data and machine learning models - A case study

Advancement of technologies in computing such as internet of things, cloud computing, and artificial intelligence drive manufacturing industries to adopt and implement automation in production. One of the key technologies or preferable methods to increase the productivity is implementing prediction...

Full description

Bibliographic Details
Main Authors:	Natarajan, Elango, Fiorna, Vxynette, Al-Talib, Ammar Abdulaziz Majeed, Elango, Sangeetha, Gnanamuthu, Ezra Morris Abraham, Sarah Atifah, Saruchi
Format:	Conference or Workshop Item
Language:	English English
Published:	Institution of Engineering and Technology 2023
Subjects:	T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/41926/ http://umpir.ump.edu.my/id/eprint/41926/1/Characteristics%20of%20machining%20data%20and%20machine%20learning%20models.pdf http://umpir.ump.edu.my/id/eprint/41926/2/Characteristics%20of%20machining%20data%20and%20machine%20learning%20models%20-%20A%20case%20study_ABS.pdf

Similar Items

A unified meta based machine learning model for sustainable manufacturing using characterization and regression of machinng data
by: Sangeetha, Elango
Published: (2023)

Comparative analysis of machine learning algorithms for rainfall prediction in Kuantan, Pahang, Malaysia
by: Seri Liyana, Ezamzuri, et al.
Published: (2025)

Design and fabrication of power generating treadmill
by: Al-Talib, Ammar Abdulaziz Majeed, et al.
Published: (2023)

Solar powered outdoor air purifier with air quality monitoring
by: Al-Talib, Ammar Abdulaziz Majeed, et al.
Published: (2023)

Design and Fabrication of a Mutual Control Electronic Circuit for Solar and Electrical Water Heating
by: Al-Talib, Ammar A., et al.
Published: (2023)

Portable green energy mobile laptop charging station
by: Al-Talib, Ammar Abdulaziz Majeed, et al.
Published: (2024)

Unsupervised Fertigation and Machine Learning for Crop Vegetation Parameter Analysis
by: Mohd Izzat, Mohd Rahman, et al.
Published: (2023)

A design and fabrication of a solar agriculture water pumping system
by: Al-Talib, Ammar Abdulaziz Majeed, et al.
Published: (2024)

Cyclist fall detection system via the internet of things (IoT)
by: Kit, Tam Jun, et al.
Published: (2023)

Indirect monitoring of surface quality based on the integration of support vector machine and 3D I-kaz techniques in the machining process
by: Norlida, Jamil
Published: (2023)

Prediction of recycle method using relevance vector machine
by: Mat Noor, Muhamad, et al.
Published: (2011)

Motion planning and control for autonomous vehicle collision avoidance systems using potential field-based parameter scheduling
by: Nurbaiti, Wahid, et al.
Published: (2024)

Dry electrical discharge machining: an environmental friendly machining process
by: Ali, Mohammad Yeakub
Published: (2018)

Auto indoor hydroponics plant growth chamber
by: Al-Talib, Ammar A. M., et al.
Published: (2024)

Effect of machining parameters on micro-burrs formation of aluminium puncher using high-speed machining process
by: Mohd Saifuldin, Mokhtar, et al.
Published: (2024)

Cubic spline interpolations in CNC machining
by: Wan Ruslan, Wan Yusoff, et al.
Published: (2022)

Machining cost in conventional and hot machining: comparison and modelling
by: Elhadie, Mohamed, et al.
Published: (2011)

Analysis and optimum machining parameters on surface roughness and material removal rate for titanium alloy in milling machining with MQL
by: Siti Haryani, Tomadi, et al.
Published: (2023)

Machine learning based data monitoring system for chicken poultry
by: Hamood Ahmed, Suliman Abdulmalek, et al.
Published: (2022)

Experimental study of conventional wire electrical discharge machining for microfabrication
by: Ali, Mohammad Yeakub, et al.
Published: (2008)

Fabricating hot embossing micro tool using electrodischarge machining
by: Mohammad, Ammar Sami, et al.
Published: (2006)

Improvement of availability rate of overall equipment effectiveness (OEE) for CNC winding machine
by: Aina Nadia Aida, Mohd Latif
Published: (2015)

Estimation of speed-sensitive thermal model for dc machines using transfer function
by: Muhammad Syawal, Mat Jahak
Published: (2025)

The classification of skateboarding trick images by means of transfer learning and machine learning models
by: Muhammad Nur Aiman, Shapiee
Published: (2021)

The classiﬁcation of impact signal of 6 DOF cobot by means of machine learning model
by: Kai, Gavin Lim Jiann, et al.
Published: (2022)

Experimental study on physical properties of modified jatropha oilbased nanofluids for machining purposes
by: Norfazillah, Talib, et al.
Published: (2022)

Advanced machining towards improved machinability of difficult-to-cut materials
Published: (2011)

Relationship between electrode size and machined surface in the EDM machining process
by: Mohd Azrul Aminur, Ismail
Published: (2008)

Surface Roughness Analysis on Sheet Metals During AWJ Machining Using Low Pressure
by: Nazrin, Mokhtar, et al.
Published: (2023)

Optimisation of electrical discharge machining for oxidation-free metallic nanoparticle synthesis of titanium alloy
by: Irshad Ahamad, Khilji
Published: (2023)

Forecasting daily travel mode choice of kuantan travellers by means of machine learning models
by: Nur Fahriza, Mohd Ali, et al.
Published: (2022)

Experimental study on physical properties of modiﬁed jatropha oilbased nanoﬂuids for machining purposes
by: Norfazillah, Talib, et al.
Published: (2022)

Design and performance of a power generating manual treadmill
by: Al-Talib, Ammar A. M., et al.
Published: (2024)

The classification of skateboard trick manoeuvres through the integration of inertial measurement unit (imu) and machine learning
by: Muhammad Ar Rahim, Ibrahim
Published: (2022)

Relationship between machining parameters and surface roughness of brass using lathe machine.
by: Raja Mohd., Raja Idris
Published: (2008)

Study of machining parameters of surface roughness in electro discharge machining of tool steel
by: Zairul Ezree , Mohd Yunus
Published: (2008)

Advanced machining process
Published: (2011)

Restoration Of Missing Meteorological Data For Long Term Monitoring Using Machine Learning
by: Lee, Shuan Chung
Published: (2021)

Designing a pineapple machine
by: Zulkurnain bin, Salim
Published: (2004)

Motion planning and control for autonomous vehicle collision avoidance systems using potential field-based parameter scheduling
by: Nurbaiti, Wahid, et al.
Published: (2024)