Construction of a New Type E-Nose and Creation of Comfortable Space by Odor Control

• Project/Area Number: 23360175
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Control engineering/System engineering
• Research Institution: Osaka Institute of Technology
• Principal Investigator: OMATSU Shigeru 大阪工業大学, 工学部, 教授 (30035662)
• Co-Investigator(Kenkyū-buntansha): YANO Mitsuaki 大阪工業大学, 工学部, 教授 (40200563) ; HARASHIMA Katsumi 大阪工業大学, 工学部, 教授 (20238174)
• Project Period (FY): 2011-04-01 – 2015-03-31
• Project Status: Completed (Fiscal Year 2014)
• Budget Amount: ¥19,630,000 (Direct Cost: ¥15,100,000、Indirect Cost: ¥4,530,000); Fiscal Year 2014: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000); Fiscal Year 2013: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000); Fiscal Year 2012: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000); Fiscal Year 2011: ¥7,280,000 (Direct Cost: ¥5,600,000、Indirect Cost: ¥1,680,000)
• Keywords: 香り計測 / 香り制御 / 香り識別 / 香センサ / 酸化物半導体ガスセンサ / 水晶振動子ガスセンサ / 匂い計測 / 匂い識別 / 匂いデータベース / 匂い基本要素 / 匂い分解 / 匂い合成 / 匂い制御 / 快適匂い空間 / 金属酸化物半導体センサ / モレキュラーシーブ / 温度制御 / ワイン種識別 / 香り計測装置 / 香り成分抽出法 / 電子調香師 / 香り生成 / ガスクロマトグラフィ / 匂いセンサ / 快適香り空間

Outline of Final Research Achievements

The aim of the research is to construct a new type e-nose system by developing two kinds of gas sensors and to make a comfortable odor space by using an odor control system. Two kinds of odor sensors are metal oxide semiconductor gas sensors and quartz crystal microbalance gas sensors. Using those sensors, we construct an intelligent odor classification system. Then we have constructed a comfortable odor space by using odor control systems autonomously.

Research Products

• [Journal Article] Olfactory Sensor System with Variable Voltage Power Units for a Heater and Sense-Circuit of Metal-Oxide Semiconductor Gas sSensor (2015)
  • Author(s): Hideo Araki and Sigeru Omatu
  • Journal Title: The Twentieth International Symposium on Artificial Life and Robotics 2015 (AROB 20th 2015), Volume: 1 Pages: 470-473
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Intelligent Information Fusion Track Smell Classification using Weakly Responding Data (2014)
  • Author(s): Sigeru Omatu and Mitsuaki Yano
  • Journal Title: Proceedings of the 29th Symposium on Applied Computing Volume: 1 Pages: 200-203
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Odor Classification of Wines by Using Neural Networks (2014)
  • Author(s): Sigeru Omatu, Daigo Hayashi, and Mitsuaki Yano
  • Journal Title: Proceedings of 17th International Conference on Information Fusion (FUSION) Volume: 1 Pages: 150-155
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] E-Nose System by Using Neural Networks (2014)
  • Author(s): Sigeru Omatu and Mitsuaki Yano
  • Journal Title: Distributed Computing and Artificial Itelligence, 11th International Conference Volume: １ Pages: 311-318
  • DOI: 10.1007/978-3-319-07593-8_36
  • ISBN: 9783319075921, 9783319075938
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Rice-Planted Area Extraction by RADARSAT Data by Competitive Neural Networks (2014)
  • Author(s): Sigeru Omatu and Mitsuaki Yano
  • Journal Title: The 13th International Conference on Intelligent Software Methodologies, Tools, and Techniques (SOMET_14) Volume: １ Pages: 36-41
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Odor classification by using neural network (2014)
  • Author(s): Sigeru Omatu
  • Journal Title: Proceeding of 2nd World Congress of Digital Olfaction Society 2014 Volume: １ Pages: 1-4
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] 熱線式マイクロブリッジMEMSセンサのガス検出特性 (2014)
  • Author(s): 藤井建多、村岡茂信、大松 繁、矢野満明
  • Journal Title: 第31回センサ・マイクロマシンと応用システムシンポジウム講演論文集 Volume: 1
  • NAID: 130005086210
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] MgCr2O4-TiO2系P型半導体セラミックスのガス検出特性 (2014)
  • Author(s): 平原陽介、寺田二郎、大松 繁、佐々誠彦、矢野満明
  • Journal Title: 第31回センサ・マイクロマシンと応用システムシンポジウム講演論文集 Volume: 1
  • NAID: 130005090448
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Characteristics of P-type (Zn₁_-<i>x</i>Mg<i>_x</i>)Cr₂O₄-TiO₂ Ceramics for Gas-sensing Applications (2014)
  • Author(s): 寺田二郎、平原陽介、大松 繁、佐々誠彦、矢野満明
  • Journal Title: IEEJ Transactions on Sensors and Micromachines Volume: 134 Issue: 9 Pages: 308-314
  • DOI: 10.1541/ieejsmas.134.308
  • NAID: 130004684899
  • ISSN: 1341-8939, 1347-5525
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Zinc Oxide Ion-Sensitive Field-Effect Transistors and Biosensors (2014)
  • Author(s): Mitsuaki Yano, Kazuto Koike, Kazuya Mukai, Takayuki Onaka, Yuichi Hirofuji, Kenichi Ogata, Sigeru Omatu, Toshihiko Maemoto, Shiegehiko Sasa
  • Journal Title: Physica Status Solidi (a) Volume: A211 Issue: 9 Pages: 2098-2104
  • DOI: 10.1002/pssa.201300589
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Power-law distribution of rate-of-return deviation and evaluation of cash flow in a control equipment manufacturing company (2013)
  • Author(s): K. Shirai, Y. Amano, S. Omatu, and E. Chikayama
  • Journal Title: International Journal of Innovative Computing, Information and Control Volume: 9
  • Peer Reviewed
• [Journal Article] Measurement system for metal-oxide gas sensors (2013)
  • Author(s): H. Araki and S. Omatu
  • Journal Title: Artificial Life and Robotics Volume: 17
  • Peer Reviewed
• [Journal Article] Mathematical model of thermal reaction process attached for external heating equipment in the manufacture of semiconductor (Part1) (2013)
  • Author(s): K. Shirai, Y. Amano and S. Omatu
  • Journal Title: International Journal of Innovative Computing, Information and Control Volume: 9
  • Peer Reviewed
• [Journal Article] Mathematical model of thermal reaction process attached for external heating equipment in the manufacturing semiconductor (Part2) (2013)
  • Author(s): K. Shirai, Y. Amano, and S. Omatu
  • Journal Title: International Journal of Innovative Computing, Information and Control Volume: 9
  • Peer Reviewed
• [Journal Article] Consideration of phase transition mechanisms during production in manufacturing processes (2013)
  • Author(s): K. Shirai, Y. Amano, and S. Omatu
  • Journal Title: International Journal of Innovative Computing, Information and Control Volume: 9
  • Peer Reviewed
• [Journal Article] Measur ement System for Quarts Crystal Micr obalance Sensors (2012)
  • Author(s): Hideo Araki and Sigeru Omatu
  • Journal Title: Artificial Life and Robotics Volume: Vol. 17 Issue: 2 Pages: 270-274
  • DOI: 10.1007/s10015-012-0055-z
  • Peer Reviewed
• [Journal Article] Restoration of blurred images using revised Bayesian-based iterative method (2012)
  • Author(s): Sigeru Omatu and Hideo Araki
  • Journal Title: International Journal On Advances in Software Volume: 5 Pages: 358-367
• [Journal Article] 対数振幅スペクトルを用いたPFS推定とボケ画像の推定 (2012)
  • Author(s): 永島侑佳, 大松繁, 吉岡理文
  • Journal Title: 電気学会論文誌C(電子・情報.システム部門誌) Volume: 132 Pages: 284-290
  • Peer Reviewed
• [Journal Article] Modeling the correlations of crude oil properties based on sensitivity based linear learning method (2011)
  • Author(s): Sunday Olusanya Olatunji, Ali Selamat, AbdulAzeez Abdul Raheem, Sigeru Omatu
  • Journal Title: Engineering Applications of Artificial Intelligence Volume: 24 Issue: 4 Pages: 686-696
  • DOI: 10.1016/j.engappai.2010.10.007
  • Peer Reviewed
• [Journal Article] A Modified Binary Particle Swarm Optimization for Selecting the Small Subset of Informative Genes From Gene Expression Data (2011)
  • Author(s): Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
  • Journal Title: IEEE Transactions on Information Technology in Biomedicine Volume: 15 Issue: 6 Pages: 813-822
  • DOI: 10.1109/titb.2011.2167756
  • Peer Reviewed
• [Presentation] ニューラルネットワークによる電子鼻システム (2015)
  • Author(s): 大松 繁、池田善紀、矢野満明
  • Organizer: 電気学会全国大会
  • Place of Presentation: 東京都市大学世田谷キャンパス(東京）
  • Year and Date: 2015-03-24 – 2015-03-26
• [Presentation] Odor Sensing and Intelligent Classification (2015)
  • Author(s): Sigeru Omatu
  • Organizer: 2015 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
  • Place of Presentation: Kuala Lumpur, Malaysia
  • Year and Date: 2015-02-27 – 2015-03-02
  • Invited
• [Presentation] MgCr2O4-TiO2系P型半導体セラミックスのガス検出特性 (2014)
  • Author(s): 平原陽介、寺田二郎、大松 繁、佐々誠彦、矢野満明
  • Organizer: 日本材料学会半導体エレクトロニクス部門、平成26年度第2回研究会
  • Place of Presentation: 神戸大学
  • Year and Date: 2014-11-08
• [Presentation] 熱線式マイクロブリッジMEMSセンサのガス検出特性 (2014)
  • Author(s): 藤井建多、村岡茂信、大松 繁、矢野満明
  • Organizer: 第 31 回「センサ・マイクロマシンと応用システム」シンポジウム
  • Place of Presentation: くにびきメッセ(松江市）
  • Year and Date: 2014-10-20 – 2014-10-22
• [Presentation] MgCr2O4-TiO2系P型半導体セラミックスのガス検出特性 (2014)
  • Author(s): 平原陽介、寺田二郎、大松 繁、佐々誠彦、矢野満明
  • Organizer: 第 31 回「センサ・マイクロマシンと応用システム」シンポジウム
  • Place of Presentation: くにびきメッセ（松江市）
  • Year and Date: 2014-10-20 – 2014-10-22
• [Presentation] ニューラルネットワークを用いたワインの分類 (2014)
  • Author(s): 池田善紀、大松 繁
  • Organizer: 平成26年電気学会 電子・情報・システム部門大会
  • Place of Presentation: 島根大学(松江市）
  • Year and Date: 2014-09-03 – 2014-09-06
• [Presentation] Characteristics of a Micro-bridg Type Sensor for the Thermal Conductivity Measurement of Gases by a Steady State Method (2014)
  • Author(s): Kenta Fujii, Sigenobu Muraoka, Sigeru Omatu and Mitsuaki Yano
  • Organizer: 2014 International Meeting for Future of Electron Devices, Kansai
  • Place of Presentation: Ritsumeikan University
  • Year and Date: 2014-06-19 – 2014-06-20
• [Presentation] 水晶振動子質量センサを用いた匂い計測および匂い識別 (2014)
  • Author(s): 和田 起幸、大松 繁
  • Organizer: 第58回システム制御情報学会研究発表講演会
  • Place of Presentation: 京都テルサ(京都市）
  • Year and Date: 2014-05-21 – 2014-05-23
• [Presentation] Mixed Odor Classification for QCM Sensor Data by Neural Networks (2012)
  • Author(s): Sigeru Omatu, Hideo Araki, Toru Fujinaka, YMichifumi Yoshioka, Mitsuaki Yano
  • Organizer: Distributed Computation and Artificial Intelligence (DCAI 2012), IEEE
  • Place of Presentation: Salamanca, Spain
  • Year and Date: 2012-03-28
• [Presentation] Speed-up Method for Neural Network Learning using GPGPU (2012)
  • Author(s): Yuta Tsuchida, Michifumi Yoshioka, Sigeru Omatu
  • Organizer: Distributed Computation and Artificial Intelligence (DCAI 2012), IEEE
  • Place of Presentation: Salamanca, Spain
  • Year and Date: 2012-03-28
• [Presentation] Identifying Gene Knockout Strategies Using a Hybrid of Bees Algorithm and Flux Balance Analysis For in Silico Optimization of Microbial Strains (2012)
  • Author(s): Yee Wen Choon, Mohd Saberi Mohamad, Safaai Deris, Chuii Khim Chong, Lian En Chai, Zuwairie Ibrahim, Sigeru Omatu
  • Organizer: Distributed Computation and Artificial Intelligence (DCAI 2012), IEEE
  • Place of Presentation: Salamanca, Spain
  • Year and Date: 2012-03-28
• [Presentation] Measurement System for Metal-Oxide Gas Sensors (2012)
  • Author(s): Hideo Araki, Sigeru Omatu
  • Organizer: The Seventeenth International Symposium on Artificial Life and Robotics 2012, OS3-1
  • Place of Presentation: 別府国際コンベンションセンター(別府市)
  • Year and Date: 2012-01-20
• [Presentation] Smell Classification by Using Metal Oxide Gas Sensors (2012)
  • Author(s): Sigeru Omatu, Hideo Araki
  • Organizer: The Seventeenth International Symposium on Artificial Life and Robotics 2012, OS3-2
  • Place of Presentation: 別府国際コンベンションセンター(別府市)
  • Year and Date: 2012-01-20
• [Presentation] Measurement System for Quarts Crystal Microbalance Sensors (2012)
  • Author(s): Hideo Araki, Sigeru Omatu
  • Organizer: The Seventeenth International Symposium on Artificial Life and Robotics 2012, OS3-3
  • Place of Presentation: 別府国際コンベンションセンター(別府市)
  • Year and Date: 2012-01-20
• [Presentation] lassification of Mixed Smells by Using Neural Networks (2012)
  • Author(s): Toru Fujinaka, Sigeru Omatu, Hideo Araki
  • Organizer: The Seventeenth International Symposium on Artificial Life and Robotics 2012, OS3-4
  • Place of Presentation: 別府国際コンベンションセンター(別府市)(招待講演)
  • Year and Date: 2012-01-20
• [Presentation] Diagnosis of Mechanical Devices by the ICA with Sub-Band Filter (2011)
  • Author(s): Sigeru Omatu
  • Organizer: Intelligent Data Acquisition and Advanced Computing Systems (IDAACS'2011), IEEE
  • Place of Presentation: Prague, Czech Republic
  • Year and Date: 2011-09-16
• [Presentation] 学習ベクトル量子化法を用いた混合臭の識別
  • Author(s): 大西建嘉，林大悟，大松繁
  • Organizer: システム制御情報学会(SCI2013)
  • Place of Presentation: 兵庫県民会館(神戸市中央区）
• [Presentation] Odor Classification Based on Weakly Responding Sensors,
  • Author(s): S. Omatu, M. Yano, and T. Fujinaka
  • Organizer: DCAI（Distributed Computing and Artificial Intelligence)
  • Place of Presentation: University of Salamanca, Spain
  • Invited
• [Presentation] QCM匂いセンサによる匂い識別
  • Author(s): 大松繁， 和田起幸
  • Organizer: 電気学会センサ・マイクロマシン部門
  • Place of Presentation: 東京工科大学（東京都大田区)
• [Presentation] Discrimination Between Real and Forged Notes Using Sub-band Images
  • Author(s): T. Kodama, S. Omatu and H. Araki
  • Organizer: システム制御情報学会SSS
  • Place of Presentation: 琉球大学（沖縄県中頭郡西原町）
• [Presentation] Odor Measurement and Classification Using Metal Oxide Semiconductor Gas Sensors
  • Author(s): iD. Hayashi, S. Omatu and H. Araki
  • Organizer: システム制御情報学会SSS
  • Place of Presentation: 琉球大学（沖縄県中頭郡西原町）
• [Presentation] Sound Separation by Impulse Response
  • Author(s): T. Tamai and S. Omatu
  • Organizer: システム制御情報学会SSS
  • Place of Presentation: 琉球大学（沖縄県中頭郡西原町）
• [Presentation] Odor Classification Utilizing Insensitive Sensor Data by Neural Networks
  • Author(s): Sigeru Omatu and Mitsuaki Yano
  • Organizer: IEEE (DAACS'2013)
  • Place of Presentation: Berlin, Germany
• [Presentation] Intelligent classification of odor data using neural networks
  • Author(s): Sigeru Omatu, Hideo Araki, Toru Fujinaka, Mitsuaki Yano
  • Organizer: The Sixth International Conference on Advanced Engineering Computing and Applications in Sciences, ADVCOMP 2012
  • Place of Presentation: Barcelona, Spain
• [Presentation] Odor classification by neural networks
  • Author(s): Sigeru Omatu and Mitsuaki Yano
  • Organizer: The Eighth International Conference on Systems (ICONS 2013)
  • Place of Presentation: Sevilla, Spain
• [Presentation] Odor sensing and classification by intelligent neural networks:keynote speech
  • Author(s): Sigeru Omatu
  • Organizer: The Fifth Asian Conference on Intelligent Information and Database Systems
  • Place of Presentation: Kuala Lumpur, Malaysia
• [Book] Advanced Data Acquisition and Intelligent Data Processing (2014)
  • Author(s): Vladimir Haasz (Editor), Sigeru Omatu
  • Total Pages: 306
  • Publisher: River Publishers
• [Book] Human Olgactory Displays and Interfaces:Odor Sensing and Presentation (2013)
  • Author(s): Takamichi Nakamoto, Graeme Lowe, Mitsuo Tonoike, Ysuyuki Yanagida, Sigeru Omatu
  • Total Pages: 533
  • Publisher: IGI GLOBAL
• [Book] Distributed and Computing and Artificial Intelligence (2013)
  • Author(s): S. Omatu, J. Neves, J. M. Corchado, J. F. SantanaA. and S. Rodriguez
  • Total Pages: 643
  • Publisher: Springer
• [Book] Neuro-control and its applications to electric vehicle control (2012)
  • Author(s): Sigeru Omatu
  • Publisher: IOS Press
• [Book] Springer (2012)
  • Author(s): Sigeru Omatu
  • Publisher: Advances in Intelligent and Soft Computing
• [Book] 進化技術ハンドブック (2011)
  • Author(s): (社)電気学会進化技術応用調査専門委員会編, 大松繁分筆
  • Total Pages: 267
  • Publisher: 近代科学社
• [Patent(Industrial Property Rights)] 匂い識別方法 (2012)
  • Inventor(s): 大松繁、吉岡理文
  • Industrial Property Rights Holder: 学校法人常翔学園
  • Industrial Property Rights Type: 特許
  • Filing Date: 2012-02-09
  • Acquisition Date: 2013-11-08