A comprehensive review of dwell time optimization methods in computer-controlled optical surfacing

Dwell time plays a vital role in determining the accuracy and convergence of the computer-controlled optical surfacing process. However, optimizing dwell time presents a challenge due to its ill-posed nature, resulting in non-unique solutions. To address this issue, several well-known methods have e...

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Main Authors: Tianyi Wang, Xiaolong Ke, Lei Huang, Qingqing Cui, Zili Zhang, Chunjin Wang, Hyukmo Kang, Weslin Pullen, Heejoo Choi, Daewook Kim, Vipender Negi, Qian Kemao, Yi Zhu, Stefano Giorgio, Philip Boccabella, Nathalie Bouet, Corey Austin, Mourad Idir
Format: Article
Language:English
Published: Light Publishing Group 2024-09-01
Series:Light: Advanced Manufacturing
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Online Access:https://www.light-am.com/article/doi/10.37188/lam.2024.021
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author Tianyi Wang
Xiaolong Ke
Lei Huang
Qingqing Cui
Zili Zhang
Chunjin Wang
Hyukmo Kang
Weslin Pullen
Heejoo Choi
Daewook Kim
Vipender Negi
Qian Kemao
Yi Zhu
Stefano Giorgio
Philip Boccabella
Nathalie Bouet
Corey Austin
Mourad Idir
author_facet Tianyi Wang
Xiaolong Ke
Lei Huang
Qingqing Cui
Zili Zhang
Chunjin Wang
Hyukmo Kang
Weslin Pullen
Heejoo Choi
Daewook Kim
Vipender Negi
Qian Kemao
Yi Zhu
Stefano Giorgio
Philip Boccabella
Nathalie Bouet
Corey Austin
Mourad Idir
author_sort Tianyi Wang
collection DOAJ
description Dwell time plays a vital role in determining the accuracy and convergence of the computer-controlled optical surfacing process. However, optimizing dwell time presents a challenge due to its ill-posed nature, resulting in non-unique solutions. To address this issue, several well-known methods have emerged, including the iterative, Bayesian, Fourier transform, and matrix-form methods. Despite their independent development, these methods share common objectives, such as minimizing residual errors, ensuring dwell time's positivity and smoothness, minimizing total processing time, and enabling flexible dwell positions. This paper aims to comprehensively review the existing dwell time optimization methods, explore their interrelationships, provide insights for their effective implementations, evaluate their performances, and ultimately propose a unified dwell time optimization methodology.
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institution Kabale University
issn 2689-9620
language English
publishDate 2024-09-01
publisher Light Publishing Group
record_format Article
series Light: Advanced Manufacturing
spelling doaj-art-faeb4a164a9040fcb1a40c918ebdda1d2024-12-25T02:45:47ZengLight Publishing GroupLight: Advanced Manufacturing2689-96202024-09-015342245110.37188/lam.2024.021A comprehensive review of dwell time optimization methods in computer-controlled optical surfacingTianyi Wang0Xiaolong Ke1Lei Huang2Qingqing Cui3Zili Zhang4Chunjin Wang5https://orcid.org/0000-0001-5820-5939Hyukmo Kang6https://orcid.org/0000-0002-2224-1353Weslin Pullen7Heejoo ChoiDaewook KimVipender Negi8Qian Kemao9Yi Zhu10Stefano Giorgio11Philip Boccabella12Nathalie Bouet13Corey Austin14Mourad Idir15National Synchrotron Light Source II (NSLS-II), Brookhaven National Laboratory, P.O. Box 5000, Upton, NY 11973, USASchool of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361024, ChinaNational Synchrotron Light Source II (NSLS-II), Brookhaven National Laboratory, P.O. Box 5000, Upton, NY 11973, USASchool of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361024, ChinaState Key Laboratory of Ultra-precision Machining Technology, Department of Industrial Systems and Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, ChinaState Key Laboratory of Ultra-precision Machining Technology, Department of Industrial Systems and Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, ChinaJames C. Wyant College of Optical Sciences, University of Arizona, 1630 E. University Blvd., P.O. Box 210094, Tucson, AZ 85721-0094, USAJames C. Wyant College of Optical Sciences, University of Arizona, 1630 E. University Blvd., P.O. Box 210094, Tucson, AZ 85721-0094, USAIndian Institute of Technology Delhi, Hauz Khas, New Delhi 110016, IndiaSchool of Computer Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798National Synchrotron Light Source II (NSLS-II), Brookhaven National Laboratory, P.O. Box 5000, Upton, NY 11973, USANational Synchrotron Light Source II (NSLS-II), Brookhaven National Laboratory, P.O. Box 5000, Upton, NY 11973, USANational Synchrotron Light Source II (NSLS-II), Brookhaven National Laboratory, P.O. Box 5000, Upton, NY 11973, USANational Synchrotron Light Source II (NSLS-II), Brookhaven National Laboratory, P.O. Box 5000, Upton, NY 11973, USANational Synchrotron Light Source II (NSLS-II), Brookhaven National Laboratory, P.O. Box 5000, Upton, NY 11973, USANational Synchrotron Light Source II (NSLS-II), Brookhaven National Laboratory, P.O. Box 5000, Upton, NY 11973, USADwell time plays a vital role in determining the accuracy and convergence of the computer-controlled optical surfacing process. However, optimizing dwell time presents a challenge due to its ill-posed nature, resulting in non-unique solutions. To address this issue, several well-known methods have emerged, including the iterative, Bayesian, Fourier transform, and matrix-form methods. Despite their independent development, these methods share common objectives, such as minimizing residual errors, ensuring dwell time's positivity and smoothness, minimizing total processing time, and enabling flexible dwell positions. This paper aims to comprehensively review the existing dwell time optimization methods, explore their interrelationships, provide insights for their effective implementations, evaluate their performances, and ultimately propose a unified dwell time optimization methodology.https://www.light-am.com/article/doi/10.37188/lam.2024.021dwell time optimizationcomputer-controlled optical surfacingfinishingpolishingoptical fabrication
spellingShingle Tianyi Wang
Xiaolong Ke
Lei Huang
Qingqing Cui
Zili Zhang
Chunjin Wang
Hyukmo Kang
Weslin Pullen
Heejoo Choi
Daewook Kim
Vipender Negi
Qian Kemao
Yi Zhu
Stefano Giorgio
Philip Boccabella
Nathalie Bouet
Corey Austin
Mourad Idir
A comprehensive review of dwell time optimization methods in computer-controlled optical surfacing
Light: Advanced Manufacturing
dwell time optimization
computer-controlled optical surfacing
finishing
polishing
optical fabrication
title A comprehensive review of dwell time optimization methods in computer-controlled optical surfacing
title_full A comprehensive review of dwell time optimization methods in computer-controlled optical surfacing
title_fullStr A comprehensive review of dwell time optimization methods in computer-controlled optical surfacing
title_full_unstemmed A comprehensive review of dwell time optimization methods in computer-controlled optical surfacing
title_short A comprehensive review of dwell time optimization methods in computer-controlled optical surfacing
title_sort comprehensive review of dwell time optimization methods in computer controlled optical surfacing
topic dwell time optimization
computer-controlled optical surfacing
finishing
polishing
optical fabrication
url https://www.light-am.com/article/doi/10.37188/lam.2024.021
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