The productiveness of Bootstrap simulator in evaluating the accuracy parameters of measurement system for ball screw
Ball screw is an essential mechanical component of computer numerical controlled (CNC) milling machine, which the positioning accuracy of ball screw is highly associated with lead angle accuracy and axial clearance. In particular, the inaccuracy of lead angle and axial clearance of ball screw can be...
| Main Authors: | , , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IOP Publishing
2019
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/27566/13/The%20productiveness%20of%20Bootstrap%20simulator%20in%20evaluating.pdf |
| _version_ | 1825813192142487552 |
|---|---|
| author | Chuan, Zun Liang Muhamad Husnain, Mohd Noh Mohd Akramin, Mohd Romlay Mu, Wen Chuan |
| author_facet | Chuan, Zun Liang Muhamad Husnain, Mohd Noh Mohd Akramin, Mohd Romlay Mu, Wen Chuan |
| author_sort | Chuan, Zun Liang |
| collection | UMP |
| description | Ball screw is an essential mechanical component of computer numerical controlled (CNC) milling machine, which the positioning accuracy of ball screw is highly associated with lead angle accuracy and axial clearance. In particular, the inaccuracy of lead angle and axial clearance of ball screw can be massively affected the inaccuracy of positioning, leading to the degraded quality of manufactured products. Therefore, a reliable and productive measurement system analysis is indeed in monitoring the accuracy parameters of the ball screw. The main objective of this study is to propose using the Bootstrap simulator in monitoring the accuracy parameters of measurement system for ball screw, with the abstraction of cost and time. The
accuracy parameters of the measurement system are including stability, bias and linearity. Based on the simulation results, it can be concluded that the Bootstrap simulator is more productive in monitoring the accuracy parameters of measurement system for ball screw compared to the Monte Carlo simulator. This is due to the Bootstrap simulator can be yielded a lower uncertainty of simulation compared to the Monte Carlo simulator. Furthermore, the Bootstrap simulator is also more advantages compared to the Monte Carlo simulator as this simulator can be carried out with small sample size of measurement data. |
| first_indexed | 2024-03-06T12:40:22Z |
| format | Conference or Workshop Item |
| id | UMPir27566 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:40:22Z |
| publishDate | 2019 |
| publisher | IOP Publishing |
| record_format | dspace |
| spelling | UMPir275662022-01-17T03:05:26Z http://umpir.ump.edu.my/id/eprint/27566/ The productiveness of Bootstrap simulator in evaluating the accuracy parameters of measurement system for ball screw Chuan, Zun Liang Muhamad Husnain, Mohd Noh Mohd Akramin, Mohd Romlay Mu, Wen Chuan QA76 Computer software T Technology (General) Ball screw is an essential mechanical component of computer numerical controlled (CNC) milling machine, which the positioning accuracy of ball screw is highly associated with lead angle accuracy and axial clearance. In particular, the inaccuracy of lead angle and axial clearance of ball screw can be massively affected the inaccuracy of positioning, leading to the degraded quality of manufactured products. Therefore, a reliable and productive measurement system analysis is indeed in monitoring the accuracy parameters of the ball screw. The main objective of this study is to propose using the Bootstrap simulator in monitoring the accuracy parameters of measurement system for ball screw, with the abstraction of cost and time. The accuracy parameters of the measurement system are including stability, bias and linearity. Based on the simulation results, it can be concluded that the Bootstrap simulator is more productive in monitoring the accuracy parameters of measurement system for ball screw compared to the Monte Carlo simulator. This is due to the Bootstrap simulator can be yielded a lower uncertainty of simulation compared to the Monte Carlo simulator. Furthermore, the Bootstrap simulator is also more advantages compared to the Monte Carlo simulator as this simulator can be carried out with small sample size of measurement data. IOP Publishing 2019 Conference or Workshop Item PeerReviewed pdf en cc_by http://umpir.ump.edu.my/id/eprint/27566/13/The%20productiveness%20of%20Bootstrap%20simulator%20in%20evaluating.pdf Chuan, Zun Liang and Muhamad Husnain, Mohd Noh and Mohd Akramin, Mohd Romlay and Mu, Wen Chuan (2019) The productiveness of Bootstrap simulator in evaluating the accuracy parameters of measurement system for ball screw. In: Journal of Physics: Conference Series, 2nd International Conference on Applied & Industrial Mathematics and Statistics (ICoAIMS 2019) , 23-25 July 2019 , Kuantan, Pahang, Malaysia. pp. 1-11., 1366 (012129). ISSN 1742-6596 (Published) https://doi.org/10.1088/1742-6596/1366/1/012129 |
| spellingShingle | QA76 Computer software T Technology (General) Chuan, Zun Liang Muhamad Husnain, Mohd Noh Mohd Akramin, Mohd Romlay Mu, Wen Chuan The productiveness of Bootstrap simulator in evaluating the accuracy parameters of measurement system for ball screw |
| title | The productiveness of Bootstrap simulator in evaluating the accuracy parameters of measurement system for ball screw |
| title_full | The productiveness of Bootstrap simulator in evaluating the accuracy parameters of measurement system for ball screw |
| title_fullStr | The productiveness of Bootstrap simulator in evaluating the accuracy parameters of measurement system for ball screw |
| title_full_unstemmed | The productiveness of Bootstrap simulator in evaluating the accuracy parameters of measurement system for ball screw |
| title_short | The productiveness of Bootstrap simulator in evaluating the accuracy parameters of measurement system for ball screw |
| title_sort | productiveness of bootstrap simulator in evaluating the accuracy parameters of measurement system for ball screw |
| topic | QA76 Computer software T Technology (General) |
| url | http://umpir.ump.edu.my/id/eprint/27566/13/The%20productiveness%20of%20Bootstrap%20simulator%20in%20evaluating.pdf |
| work_keys_str_mv | AT chuanzunliang theproductivenessofbootstrapsimulatorinevaluatingtheaccuracyparametersofmeasurementsystemforballscrew AT muhamadhusnainmohdnoh theproductivenessofbootstrapsimulatorinevaluatingtheaccuracyparametersofmeasurementsystemforballscrew AT mohdakraminmohdromlay theproductivenessofbootstrapsimulatorinevaluatingtheaccuracyparametersofmeasurementsystemforballscrew AT muwenchuan theproductivenessofbootstrapsimulatorinevaluatingtheaccuracyparametersofmeasurementsystemforballscrew AT chuanzunliang productivenessofbootstrapsimulatorinevaluatingtheaccuracyparametersofmeasurementsystemforballscrew AT muhamadhusnainmohdnoh productivenessofbootstrapsimulatorinevaluatingtheaccuracyparametersofmeasurementsystemforballscrew AT mohdakraminmohdromlay productivenessofbootstrapsimulatorinevaluatingtheaccuracyparametersofmeasurementsystemforballscrew AT muwenchuan productivenessofbootstrapsimulatorinevaluatingtheaccuracyparametersofmeasurementsystemforballscrew |