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Development of a Compact Gas Sensing System Based on the Instantaneous Purge Method

Research Project

Project/Area Number 16K21602
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Analytical chemistry
General applied physics
Research InstitutionNational Institute for Materials Science

Principal Investigator

Imamura Gaku  国立研究開発法人物質・材料研究機構, 国際ナノアーキテクトニクス研究拠点, 独立研究者 (60715754)

Project Period (FY) 2016-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywordsセンサ / データ科学 / 人工嗅覚 / 機械学習 / データ解析 / ナノ材料 / マイクロ・ナノデバイス / 分子認識
Outline of Final Research Achievements

The Instantaneous Purge (IP) method is the analytical technique developed by G. Imamura for analyzing gaseous samples by chemical sensors; the sensor chip is exposed to a sample gas, followed by purging with air. The purpose of this study is to develop a compact gas measurement system utilizing nanomechanical sensors based on the IP method. In this study, I developed analytical methods and receptor materials for the sensing system. I expanded the scope of the IP method to analyze complicated mixtures of gaseous species, that is odors. Moreover, I developed a new analytical method that realizes gas analysis with an arbitrary gas input pattern. Based on this new method, I succeeded in identification of odors of daily staffs just by wagging a sensor chip over the samples, leading to a more compact and facile sensing system than the one utilizing the IP method.

Report

(3 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • Research Products

    (20 results)

All 2017 2016

All Journal Article (5 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 5 results,  Open Access: 3 results,  Acknowledgement Compliant: 2 results) Presentation (7 results) (of which Int'l Joint Research: 4 results,  Invited: 3 results) Book (3 results) Patent(Industrial Property Rights) (5 results)

  • [Journal Article] Highly Networked Capsular Silica-Porphyrin Hybrid Nanostructures as Efficient Materials for Acetone Vapor Sensing2017

    • Author(s)
      I. Osica, G. Imamura, K. Shiba, Q. Ji, L.K. Shrestha, J.P. Hill, K.J. Kurzydlowski, G. Yoshikawa, and K. Ariga
    • Journal Title

      ACS Applied Materials & Interfaces

      Volume: 9 Issue: 11 Pages: 9945-9954

    • DOI

      10.1021/acsami.6b15680

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Fabrication of Silica-Protein Hierarchical Nanoarchitecture with Gas-Phase Sensing Activity2017

    • Author(s)
      I. Osica, A.F.A.A. Melo, G. Imamura, K. Shiba, Q. Ji, J.P. Hill, F.N. Crespilho, K.J. Kurzydlowski, G. Yoshikawa, K. Ariga
    • Journal Title

      Journal of Nanoscience and Nanotechnology

      Volume: 17 Issue: 8 Pages: 5908-5917

    • DOI

      10.1166/jnn.2017.14388

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Data-driven nanomechanical sensing: specific information extraction from a complex system2017

    • Author(s)
      K. Shiba, R. Tamura, G. Imamura, and G. Yoshikawa
    • Journal Title

      Scientific Reports

      Volume: 7 Issue: 1 Pages: 3661-3661

    • DOI

      10.1038/s41598-017-03875-7

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Smell identification of spices using nanomechanical membrane-type surface stress sensors2016

    • Author(s)
      Gaku Imamura, Kota Shiba, Genki Yoshikawa
    • Journal Title

      Japanese Journal of Applied Physics

      Volume: 55 Issue: 11 Pages: 1-5

    • DOI

      10.7567/jjap.55.1102b3

    • NAID

      210000147205

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Finite Element Analysis on Nanomechanical Sensing of Cellular Forces2016

    • Author(s)
      Gaku Imamura, Kota Shiba, Genki Yoshikawa
    • Journal Title

      Analytical Sciences

      Volume: 32 Issue: 11 Pages: 1189-1194

    • DOI

      10.2116/analsci.32.1189

    • NAID

      130005278007

    • ISSN
      0910-6340, 1348-2246
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Analytical Models for the Interpretation of Nanomechanical Sensing Signals2017

    • Author(s)
      G. Imamura, K. Shiba, and G. Yoshikawa
    • Organizer
      MANA International Symposium 2017
    • Place of Presentation
      つくば
    • Year and Date
      2017-02-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 化学センサ測定における線形応答理論に基づいた新規解析法― 嗅覚センサ実現に向けて2017

    • Author(s)
      今村岳、吉川元起、鷲尾隆
    • Organizer
      人工知能学会全国大会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 嗅覚センサと人工知能の融合による驚愕の新展開!2017

    • Author(s)
      今村岳、吉川元起、鷲尾隆
    • Organizer
      MEMSセンシング&ネットワークシステム展 2017
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Machine Learning Independent of Population Distributions for Measurement2017

    • Author(s)
      T. Washio, G. Imamura, G. Yoshikawa
    • Organizer
      Data Science and Advanced Analytics (DSAA)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 化学センサ測定における線形応答理論に基づく新規ガス識別法2017

    • Author(s)
      今村岳,吉川元起,鷲尾隆
    • Organizer
      第64回応用物理学会春季学術講演会
    • Place of Presentation
      横浜
    • Related Report
      2016 Research-status Report
  • [Presentation] Analytical Models for the Interpretation of Nanomechanical Gas Sensing Signals2016

    • Author(s)
      G. Imamura
    • Organizer
      The 16th International Meeting on Chemical Sensors (IMCS 2016)
    • Place of Presentation
      Jeju Island
    • Year and Date
      2016-07-10
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Gas Identification by Parameter Extraction from Nanomechanical Sensing Signals2016

    • Author(s)
      G. Imamura, K. Shiba, and G. Yoshikawa
    • Organizer
      13th International Workshop on Nanomechanical Sensing (NMC 2016)
    • Place of Presentation
      Delft
    • Year and Date
      2016-06-21
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Book] おいしさの科学とビジネス展開の最前線2017

    • Author(s)
      今村岳,柴弘太,吉川元起
    • Total Pages
      9
    • Publisher
      シーエムシー出版
    • ISBN
      9784781312491
    • Related Report
      2017 Annual Research Report
  • [Book] 生体ガス計測と高感度ガスセンシング2017

    • Author(s)
      今村岳,柴弘太,吉川元起
    • Total Pages
      10
    • Publisher
      シーエムシー出版
    • ISBN
      9784781312507
    • Related Report
      2017 Annual Research Report
  • [Book] 応用物理2017

    • Author(s)
      今村岳,柴弘太,吉川元起
    • Total Pages
      4
    • Publisher
      応用物理学会
    • Related Report
      2016 Research-status Report
  • [Patent(Industrial Property Rights)] 化学センサによる試料識別方法及び装置2017

    • Inventor(s)
      今村岳,吉川元起,鷲尾隆
    • Industrial Property Rights Holder
      NIMS/国立大学法人大阪大学
    • Industrial Property Rights Type
      特許
    • Filing Date
      2017-02-27
    • Related Report
      2016 Research-status Report
  • [Patent(Industrial Property Rights)] ニオイ測定による西洋梨の熟成度の非破壊検査方法および装置2017

    • Inventor(s)
      吉川元起,柴弘太,今村岳,江藤力,渡辺純子,張樹槐,煙山智司
    • Industrial Property Rights Holder
      NIMS/日本電気株式会社/国立大学法人弘前大学
    • Industrial Property Rights Type
      特許
    • Filing Date
      2017-02-13
    • Related Report
      2016 Research-status Report
  • [Patent(Industrial Property Rights)] 試料に対応付けられたパラメータ値を推定する方法及び装置2016

    • Inventor(s)
      柴弘太,田村亮,今村岳,吉川元起
    • Industrial Property Rights Holder
      NIMS
    • Industrial Property Rights Type
      特許
    • Filing Date
      2016-11-29
    • Related Report
      2016 Research-status Report
  • [Patent(Industrial Property Rights)] 化学センサ測定による試料識別方法、試料識別装置、及び入力パラメータ推定方法2016

    • Inventor(s)
      今村岳,吉川元起,鷲尾隆
    • Industrial Property Rights Holder
      NIMS/国立大学法人大阪大学
    • Industrial Property Rights Type
      特許
    • Filing Date
      2016-11-28
    • Related Report
      2016 Research-status Report
  • [Patent(Industrial Property Rights)] ガスセンサー装置および気体成分除去方法2016

    • Inventor(s)
      吉川元起,柴弘太,今村岳,安田隆則,小林京平,坂井久
    • Industrial Property Rights Holder
      NIMS/京セラ株式会社
    • Industrial Property Rights Type
      特許
    • Filing Date
      2016-10-27
    • Related Report
      2016 Research-status Report

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Published: 2016-04-21   Modified: 2019-03-29  

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