砥粒加工学会誌 65 巻 4 号 ／ 目次
Journal of the Japan Society for Abrasive Technology (JSAT) Vol.65 No.4 Contents

追悼2020 年度
砥粒加工学会
技術賞紹介

高沢孝哉先生を偲んで
進村武男 ···················································································································································· 164
研磨性能を向上させるスプレー MAGI-Poly(マジポリ)のご紹介
川波多裕司，桐野宙治，谷 泰弘 ······································································································· 166
加工の知能化技術
松村 隆 ····················································································································································· 171

特集

ＡＩ(深層学習など)を活用した加工技術

研究・開発の現場で AI を活用するためのはじめの一歩
安藤康伸 ···················································································································································· 175
ディープラーニングを用いた研削加工の高精度化
坂口彰浩，川下智幸 ······························································································································· 179
機械加工のための工程設計の自動化と NC プログラムの自動生成
白瀬敬一 ···················································································································································· 183
加飾成形用金型の製造技術ならびに AI 援用技術に基づく IoT 化事業
松本晋一，林 孝之 ································································································································· 187

砥粒加工基礎講座
「砥石」
研究室紹介

第 4 回 砥石の構造(その 3)：砥粒の種類とその適性 《超砥粒編》
海老塚 香子············································································································································· 189
愛媛大学 特殊加工研究室······················································································································ 193
大同大学 生産加工ラボラトリー ············································································································· 194
砥粒の滞留性に着目した微粒子添加ラッピングによる研磨特性の向上
村田順二，谷 泰弘，桐野宙治 ··········································································································· 195

論文

無線多機能ホルダシステムによるボールエンドミル自由曲面加工の振動モニタとその効果
山本隆将，松田 亮，新堂正俊，廣垣俊樹，青山栄一 ································································· 201

会告・その他専門委員会／分科会報告 ························································································································· 207
会報(公社)砥粒加工学会 先進テクノフェア(ATF)2021 開催報告 ································· 208
会告2021 年度砥粒加工学会学術講演会 ············································································ 209
2021 年度砥粒加工学会学術講演会（ABTEC2021）講演募集について ············· 210
2021 年度砥粒加工学会フェローの公募について····················································· 212
ISAAT2021 講演論文募集
第 23 回 国際先端砥粒加工シンポジウム(ISAAT2021) ····································· 213
カレンダー ······················································································································································· 214
賛助会員名簿················································································································································ 215
編集後記 ························································································································································· 216

Journal of the Japan Society for Abrasive Technology (JSAT)Vol.65 No. 4 Contents

2020th JSATAward for
New Technology

Introduction of the MAGI-Poly spray that improves polishing performancewith just coating a polishing padYuji KAWAHATA，Okiharu KIRINO and Yasuhiro TANI ······························································ 166
Intelligent technologies in machining process
Takashi MATSUMURA ··························································································································· 171
A first step to work with AI in a research activity

Special Issue

Yasunobu ANDO ······································································································································· 175
High precision grinding using deep learning

Manufacturingand processing
technology utilizing
AIAkihiro SAKAGUCHI and Tomoyuki KAWASHITA ······································································ 179
Automation of process planning and NC program generation
for machining operationKeiichi SHIRASE ······································································································································ 183
Manufacturing technology for decorative molding diesand IoT business based on AI technology
Shinkazu MATSUMOTO and Takayuki HAYASHI ·········································································· 187

Lecture series ongrinding wheel

Basics of grinding wheels Part 3

Introductionof Laboratories

EHIME University, Innovative Materials Processing Laboratory······················································ 193

Kyoko EBIZUKA ······································································································································ 189

Daido University Manufacturing, Production, and Processing Laboratory ···································· 194
Improved lapping performance by mixed particle slurry considering
the stagnation of abrasives
Junji MURATA, Yasuhiro TANI and Okiharu KIRINO ···································································· 195Papers

Monitoring of vibration in free-form surface processing
by a ball end-mill tool with a wireless tool holder system
Takamasa YAMAMOTO,Ryo MATSUDA, Masatoshi SHINDOU,Toshiki HIROGAKI and Eiichi AOYAMA·························································································· 201

Information································································································································································207～216

砥粒加工学会誌【特170集】ＡⅠ（深層学習など）を活用した加工技術
昨今の計算機の処理能力の向上などを受け，大容量データを高速で処理することが容易となり，ディープラーニングなどの機械学習を含めAI（人工知能）の活用が進められている．このような環境のなか，機械加工の現場においても，AIの活用が取組まれており，今後の加工現場での省人化，自動化に寄与する技術として注目されている．本特集では，加工分野におけるAI 技術の歴史やさまざまな取組み・実施例を紹介する．

〔特集１〕 加工の知能化技術【松村 隆】（まつむら・たかし）〔特集４〕 機 械加工のための工程設計の自動化とNCプログラムの自動生成

現職：東京電機大学
専門／業務：切削加工，微細加工，硬脆材料
加工
連絡先：〒120-8551 東京都足立区千住旭町5
TEL 03-5284-5474 FAX 03-5284-5693
e-mail：tmatsumu@cck.dendai.ac.jp〔特集２〕 研究・開発の現場でAⅠを活用するためのはじめの一歩【安藤 康伸】（あんどう・やすのぶ）【白瀬 敬一】（しらせ・けいいち）

現職：神戸大学 大学院工学研究科
専門／業務：工作機械，切削加工
連絡先：〒657-8501 兵庫県神戸市灘区六甲台町1-1
TEL 078-803-6139 FAX 078-803-6155
e-mail：shirase@mech.kobe-u.ac.jp〔特集５〕 加 飾成形用金型の製造技術ならびに AI 援用技術に基づくⅠoT 化事業

現職：国立研究開発法人 産業技術総合研究所
専門／業務：計算物質科学, マテリアルズ・イン
フォマティクス
連絡先：〒305-8568 茨城県つくば市梅園1-1-1
つくば中央第二TEL 029-861-5379
e-mail：yasunobu.ando@aist.go.jp【松本 晋一】（まつもと・しんかず）

現職：株式会社 IBUKI 代表取締役
専門／業務：金型の設計・製造，プラスチック成形
連絡先：〒999-3511 山形県西村山郡河北町
谷地字真木160-2
TEL 0237-72-7121 FAX 0237-72-3936
e-mail：shinkazu.matsumoto@o2-inc.com【林 孝之】（はやし・たかゆき）〔特集３〕 デ ィープラーニングを用いた研削加工の高精度化【坂口 彰浩】（さかぐち・あきひろ）

現職：佐世保工業高等専門学校 准教授
専門／業務：ディープラーニングを用いた砥面画像解析，研削加工，制御工学
連絡先：〒857-1193 長崎県佐世保市沖新町1-1
TEL 0956-34-8494
e-mail：sakaguch@sasebo.ac.jp

現職：株式会社 IBUKI
専門／業務：金型の設計・製造，プラスチック成形
連絡先：〒999-3511 山形県西村山郡河北町
谷地字真木160-2
TEL 0237-72-7121 FAX 0237-72-3936
e-mail：takayuki.hayashi@ibki-inc.com【川下 智幸】（かわした・ともゆき）

現職：佐世保工業高等専門学校 教授
専門／業務：ディープラーニングを用いた砥面画像解析，研削加工，機械制御
連絡先：〒857-1193 長崎県佐世保市沖新町1-1
TEL 0956-34-8492
e-mail：kawasita@sasebo.ac.jp

Journal of the Japan Society for Abrasive Technology Vol.65 No.4 2021 APR.

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