Analysis of drilling process knowledge derived from microdrill catalog database using data-mining method

Shogo Tabata, Eiichi Aoyama, Toshiki Hirogaki, Hiroyuki Kodama

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

As electronic devices and products are being miniaturized, the printed wiring boards (PWBs) within them are also being miniaturized. Therefore, it is becoming increasingly difficult to decide the drilling conditions required for producing small-diameter and high-density holes. We have been focusing on drilling conditions recommended in drill catalogs and have been attempting to gather knowledge that drilling experts use to decide the drilling conditions. In this study, we classify drills using the relationship between the diameter and the flute length and hence show that the methods used for setting the cutting conditions are different in different regions of a PWB. In addition, by using a catalog of microdrills that use alloy steel as the work material, we discuss how unique drilling conditions can be set for PWBs.

Original languageEnglish
Title of host publication37th Computers and Information in Engineering Conference
PublisherAmerican Society of Mechanical Engineers (ASME)
Volume1
ISBN (Electronic)9780791858110
DOIs
Publication statusPublished - Jan 1 2017
EventASME 2017 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2017 - Cleveland, United States
Duration: Aug 6 2017Aug 9 2017

Other

OtherASME 2017 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2017
CountryUnited States
CityCleveland
Period8/6/178/9/17

Fingerprint

Drilling
Data mining
Data Mining
Printed circuit boards
Alloy steel
Steel
Classify
Knowledge
Electronics

ASJC Scopus subject areas

  • Mechanical Engineering
  • Computer Graphics and Computer-Aided Design
  • Computer Science Applications
  • Modelling and Simulation

Cite this

Tabata, S., Aoyama, E., Hirogaki, T., & Kodama, H. (2017). Analysis of drilling process knowledge derived from microdrill catalog database using data-mining method. In 37th Computers and Information in Engineering Conference (Vol. 1). [67680] American Society of Mechanical Engineers (ASME). https://doi.org/10.1115/DETC2017-67680

Analysis of drilling process knowledge derived from microdrill catalog database using data-mining method. / Tabata, Shogo; Aoyama, Eiichi; Hirogaki, Toshiki; Kodama, Hiroyuki.

37th Computers and Information in Engineering Conference. Vol. 1 American Society of Mechanical Engineers (ASME), 2017. 67680.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tabata, S, Aoyama, E, Hirogaki, T & Kodama, H 2017, Analysis of drilling process knowledge derived from microdrill catalog database using data-mining method. in 37th Computers and Information in Engineering Conference. vol. 1, 67680, American Society of Mechanical Engineers (ASME), ASME 2017 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE 2017, Cleveland, United States, 8/6/17. https://doi.org/10.1115/DETC2017-67680
Tabata S, Aoyama E, Hirogaki T, Kodama H. Analysis of drilling process knowledge derived from microdrill catalog database using data-mining method. In 37th Computers and Information in Engineering Conference. Vol. 1. American Society of Mechanical Engineers (ASME). 2017. 67680 https://doi.org/10.1115/DETC2017-67680
Tabata, Shogo ; Aoyama, Eiichi ; Hirogaki, Toshiki ; Kodama, Hiroyuki. / Analysis of drilling process knowledge derived from microdrill catalog database using data-mining method. 37th Computers and Information in Engineering Conference. Vol. 1 American Society of Mechanical Engineers (ASME), 2017.
@inproceedings{e20a1bb4b1ff4c71afcbb67c66fb7d12,
title = "Analysis of drilling process knowledge derived from microdrill catalog database using data-mining method",
abstract = "As electronic devices and products are being miniaturized, the printed wiring boards (PWBs) within them are also being miniaturized. Therefore, it is becoming increasingly difficult to decide the drilling conditions required for producing small-diameter and high-density holes. We have been focusing on drilling conditions recommended in drill catalogs and have been attempting to gather knowledge that drilling experts use to decide the drilling conditions. In this study, we classify drills using the relationship between the diameter and the flute length and hence show that the methods used for setting the cutting conditions are different in different regions of a PWB. In addition, by using a catalog of microdrills that use alloy steel as the work material, we discuss how unique drilling conditions can be set for PWBs.",
author = "Shogo Tabata and Eiichi Aoyama and Toshiki Hirogaki and Hiroyuki Kodama",
year = "2017",
month = "1",
day = "1",
doi = "10.1115/DETC2017-67680",
language = "English",
volume = "1",
booktitle = "37th Computers and Information in Engineering Conference",
publisher = "American Society of Mechanical Engineers (ASME)",

}

TY - GEN

T1 - Analysis of drilling process knowledge derived from microdrill catalog database using data-mining method

AU - Tabata, Shogo

AU - Aoyama, Eiichi

AU - Hirogaki, Toshiki

AU - Kodama, Hiroyuki

PY - 2017/1/1

Y1 - 2017/1/1

N2 - As electronic devices and products are being miniaturized, the printed wiring boards (PWBs) within them are also being miniaturized. Therefore, it is becoming increasingly difficult to decide the drilling conditions required for producing small-diameter and high-density holes. We have been focusing on drilling conditions recommended in drill catalogs and have been attempting to gather knowledge that drilling experts use to decide the drilling conditions. In this study, we classify drills using the relationship between the diameter and the flute length and hence show that the methods used for setting the cutting conditions are different in different regions of a PWB. In addition, by using a catalog of microdrills that use alloy steel as the work material, we discuss how unique drilling conditions can be set for PWBs.

AB - As electronic devices and products are being miniaturized, the printed wiring boards (PWBs) within them are also being miniaturized. Therefore, it is becoming increasingly difficult to decide the drilling conditions required for producing small-diameter and high-density holes. We have been focusing on drilling conditions recommended in drill catalogs and have been attempting to gather knowledge that drilling experts use to decide the drilling conditions. In this study, we classify drills using the relationship between the diameter and the flute length and hence show that the methods used for setting the cutting conditions are different in different regions of a PWB. In addition, by using a catalog of microdrills that use alloy steel as the work material, we discuss how unique drilling conditions can be set for PWBs.

UR - http://www.scopus.com/inward/record.url?scp=85034768032&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85034768032&partnerID=8YFLogxK

U2 - 10.1115/DETC2017-67680

DO - 10.1115/DETC2017-67680

M3 - Conference contribution

VL - 1

BT - 37th Computers and Information in Engineering Conference

PB - American Society of Mechanical Engineers (ASME)

ER -