Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process
Optimal drilling path for printed circuit board is crucial in increasing productivity and reduce production costs. Single-solution Simulated Kalman Filter (ssSKF) is a new optimizer inspired by the Kalman filtering process. It uses only a single agent to solve optimization process by finding the est...
| Main Authors: | , , , , |
|---|---|
| Other Authors: | |
| Format: | Book Chapter |
| Language: | English English |
| Published: |
Springer Singapore
2018
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/19729/1/Hidayati%20et%20al.%20-%20Single-solution%20Simulated%20Kalman%20Filter%20Algorithm%20for%20Routing%20in%20Printed%20Circuit%20Board%20Drilling%20Process%20Single-solutio.pdf http://umpir.ump.edu.my/id/eprint/19729/7/book57.1%20Single-solution%20simulated%20kalman%20filter%20algorithm%20for%20routing%20in%20printed%20circuit%20board%20drilling%20process.pdf |
| _version_ | 1825811844870176768 |
|---|---|
| author | Nor Hidayati, Abdul Aziz Zuwairie, Ibrahim Nor Azlina, Ab. Aziz Zulkifli, Md. Yusof Mohd Saberi, Mohamad |
| author2 | Mohd Hasnun Ariff, Hassan |
| author_facet | Mohd Hasnun Ariff, Hassan Nor Hidayati, Abdul Aziz Zuwairie, Ibrahim Nor Azlina, Ab. Aziz Zulkifli, Md. Yusof Mohd Saberi, Mohamad |
| author_sort | Nor Hidayati, Abdul Aziz |
| collection | UMP |
| description | Optimal drilling path for printed circuit board is crucial in increasing productivity and reduce production costs. Single-solution Simulated Kalman Filter (ssSKF) is a new optimizer inspired by the Kalman filtering process. It uses only a single agent to solve optimization process by finding the estimate of the optimal solution. Principally, ssSKF algorithm uses the standard Kalman filter framework, aided by a local neighborhood technique during its prediction step. This paper reveals the potential of ssSKF as a good routing method in printed circuit board (PCB) drilling process. Experimental results indicate that the ssSKF algorithm outperforms the existing methods in searching a good route to speed up a PCB drilling process. |
| first_indexed | 2024-03-06T12:20:22Z |
| format | Book Chapter |
| id | UMPir19729 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T12:20:22Z |
| publishDate | 2018 |
| publisher | Springer Singapore |
| record_format | dspace |
| spelling | UMPir197292018-08-07T04:27:35Z http://umpir.ump.edu.my/id/eprint/19729/ Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process Nor Hidayati, Abdul Aziz Zuwairie, Ibrahim Nor Azlina, Ab. Aziz Zulkifli, Md. Yusof Mohd Saberi, Mohamad TK Electrical engineering. Electronics Nuclear engineering Optimal drilling path for printed circuit board is crucial in increasing productivity and reduce production costs. Single-solution Simulated Kalman Filter (ssSKF) is a new optimizer inspired by the Kalman filtering process. It uses only a single agent to solve optimization process by finding the estimate of the optimal solution. Principally, ssSKF algorithm uses the standard Kalman filter framework, aided by a local neighborhood technique during its prediction step. This paper reveals the potential of ssSKF as a good routing method in printed circuit board (PCB) drilling process. Experimental results indicate that the ssSKF algorithm outperforms the existing methods in searching a good route to speed up a PCB drilling process. Springer Singapore Mohd Hasnun Ariff, Hassan 2018-04-28 Book Chapter PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/19729/1/Hidayati%20et%20al.%20-%20Single-solution%20Simulated%20Kalman%20Filter%20Algorithm%20for%20Routing%20in%20Printed%20Circuit%20Board%20Drilling%20Process%20Single-solutio.pdf pdf en http://umpir.ump.edu.my/id/eprint/19729/7/book57.1%20Single-solution%20simulated%20kalman%20filter%20algorithm%20for%20routing%20in%20printed%20circuit%20board%20drilling%20process.pdf Nor Hidayati, Abdul Aziz and Zuwairie, Ibrahim and Nor Azlina, Ab. Aziz and Zulkifli, Md. Yusof and Mohd Saberi, Mohamad (2018) Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process. In: Intelligent Manufacturing & Mechatronics: Proceedings of Symposium, 29 January 2018, Pekan, Pahang, Malaysia. Lecture Notes in Mechanical Engineering . Springer Singapore, Singapore, pp. 649-655. ISBN 9789811087875 https://doi.org/10.1007/978-981-10-8788-2_59 DOI: 110.1007/978-981-10-8788-2_59 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Nor Hidayati, Abdul Aziz Zuwairie, Ibrahim Nor Azlina, Ab. Aziz Zulkifli, Md. Yusof Mohd Saberi, Mohamad Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process |
| title | Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process |
| title_full | Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process |
| title_fullStr | Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process |
| title_full_unstemmed | Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process |
| title_short | Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process |
| title_sort | single solution simulated kalman filter algorithm for routing in printed circuit board drilling process |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/19729/1/Hidayati%20et%20al.%20-%20Single-solution%20Simulated%20Kalman%20Filter%20Algorithm%20for%20Routing%20in%20Printed%20Circuit%20Board%20Drilling%20Process%20Single-solutio.pdf http://umpir.ump.edu.my/id/eprint/19729/7/book57.1%20Single-solution%20simulated%20kalman%20filter%20algorithm%20for%20routing%20in%20printed%20circuit%20board%20drilling%20process.pdf |
| work_keys_str_mv | AT norhidayatiabdulaziz singlesolutionsimulatedkalmanfilteralgorithmforroutinginprintedcircuitboarddrillingprocess AT zuwairieibrahim singlesolutionsimulatedkalmanfilteralgorithmforroutinginprintedcircuitboarddrillingprocess AT norazlinaabaziz singlesolutionsimulatedkalmanfilteralgorithmforroutinginprintedcircuitboarddrillingprocess AT zulkiflimdyusof singlesolutionsimulatedkalmanfilteralgorithmforroutinginprintedcircuitboarddrillingprocess AT mohdsaberimohamad singlesolutionsimulatedkalmanfilteralgorithmforroutinginprintedcircuitboarddrillingprocess |