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...
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my.ump.umpir.197292018-08-07T04:27:35Z 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 Section 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 |
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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 |
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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. |
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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 |
format |
Book Section |
author |
Nor Hidayati, Abdul Aziz Zuwairie, Ibrahim Nor Azlina, Ab. Aziz Zulkifli, Md. Yusof Mohd Saberi, Mohamad |
author_sort |
Nor Hidayati, Abdul Aziz |
title |
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_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_sort |
single-solution simulated kalman filter algorithm for routing in printed circuit board drilling process |
publisher |
Springer Singapore |
publishDate |
2018 |
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 http://umpir.ump.edu.my/id/eprint/19729/ https://doi.org/10.1007/978-981-10-8788-2_59 |
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