Optimization of Machining Parameters Using Fuzzy Taguchi Method for Reducing Tool Wear

Lan, Tian-Syung; Chuang, Kai-Chi; Chen, Yee-Ming

doi:10.3390/app8071011

Cited by 28 publications

(16 citation statements)

References 9 publications

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“…Hence, a total of 13 experimental factors exist, with 3 13 = 1,594,323 combinations in total. This study adopted the Taguchi method with an orthogonally designed array to reduce the number of tests in obtaining the desired result and determining the best level of each experimental factor [24]. The experiment needs 13 best levels in total.…”

Section: Antibodies To Be Normal Packetsmentioning

confidence: 99%

Detecting Mixed-Type Intrusion in High Adaptability Using Artificial Immune System and Parallelized Automata

Chou

Chen³

et al. 2020

Applied Sciences

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This study applies artificial immune system and parallelized finite-state machines to construct an intrusion detection algorithm for spotting hidden threats in massive number of packets. Existing intrusion detections are mostly not focused on adaptability for mixed and changing attacks, which results in low detection rate in new and mixed-type attacks. Using the characteristics of artificial immune and state transition can address the attacks in evolutionary patterns and track the anomalies in nonconsecutive packets. The proposed immune algorithm in this study is highly efficient based on a selection step in multi-island migration. Result shows that the algorithm can effectively detect mixed-type attacks and obtains an overall accuracy of 95.9% in testing data.

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Section: Antibodies To Be Normal Packetsmentioning

confidence: 99%

Detecting Mixed-Type Intrusion in High Adaptability Using Artificial Immune System and Parallelized Automata

Chou

Chen³

et al. 2020

Applied Sciences

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“…Lan et al reported "Optimization of Machining Parameters Using Fuzzy Taguchi Method for Reducing Tool Wear" [9]. This study investigated the optimal machining parameters for the computer numerical controlled turning process of S45C steel in minimizing tool wear.…”

Section: The Topics Of Applied System Innovationmentioning

confidence: 99%

Selected Papers from IEEE ICASI 2018

2020

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This Special Issue on “Selected Papers from IEEE ICASI 2018” includes excellent papers presented at the IEEE ICASI 2018 regarding the “applied system innovation” topic. Mechanical engineering and design innovations are both academic and practical engineering fields, which involve systematic technological materialization through scientific principles and engineering designs. Technological innovations in mechanical engineering include IT-based intelligent mechanical systems, mechanics and design innovations, and applied materials in nanosciences and nanotechnology. The aim is to encourage the attendees at the IEEE ICASI 2018 to publish their experimental and theoretical research relating to applied system innovation.

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“…The Taguchi method was usually employed to obtain the optimal process parameters in different applications [16][17][18][19][20], which was also used in the present study. The roundness, straightness and offset of the leaf springs are regarded as three responsive variables.…”

Section: Taguchi Experimentsmentioning

confidence: 99%

Precision Manufacturing of Patterned Beryllium Bronze Leaf Springs via Chemical Etching

Wang

et al. 2018

Applied Sciences

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Patterned leaf springs made of a beryllium bronze sheet are the key components of certain micro/nano contact probes. The accuracy of the probe is determined based on the precision of the formed pattern. However, a traditional manufacturing method using wire-electrode discharge machining (wire-EDM) is subject to poor tolerance at the sharp edges and corners. In addition, high energy consumption and costs are incurred for complex patterns. This paper presents a new chemical etching method for the manufacturing of a patterned leaf spring with high precision. Both the principle and process are introduced. Taguchi experiments were designed and conducted and the optimal process parameters were obtained based on the mean value and a variance analysis. Four V-shaped and some other complex patterned leaf springs were successfully fabricated. Comparison experiments concerning the characteristic parameters of the leaf spring were also conducted. The experimental results reveal that the patterned leaf springs manufactured through this method are much better than those achieved using wire-EDM. This manufacturing method can be used to fabricate different high-precision patterned leaf springs or membranes for coordinate measuring machines (CMM) probes and other measuring equipment.

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Optimization of Machining Parameters Using Fuzzy Taguchi Method for Reducing Tool Wear

Cited by 28 publications

References 9 publications

Detecting Mixed-Type Intrusion in High Adaptability Using Artificial Immune System and Parallelized Automata

Detecting Mixed-Type Intrusion in High Adaptability Using Artificial Immune System and Parallelized Automata

Selected Papers from IEEE ICASI 2018

Precision Manufacturing of Patterned Beryllium Bronze Leaf Springs via Chemical Etching

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