Vol. 38, Supplement B (2022)

Proceedings of the 71st Chemical Sensor Symposium
Yokohama, September 8-9, 2022

 

Abstracts



1.

四電極を持つマイクロウエルデバイスによる細胞の網羅的電気回転計測と単一細胞の選択的操作

兵庫県大院理a,兵庫県大先端医工研b,九州大院システム情報c

○鈴木雅登a,b,鶴田未央a,Shee Chean Feic,内田誠一c,安川智之a,b

SIMULTANEOUS ELECTROROTATION AND SELECTIVE MANIPULATION OF SINGLE CELLS BY MICROWELL WITH FOUR MICROELECTRODES

Masato SUZUKIa,b, Mio TSURUTAa, Fei Chean SHEEc, Seiichi UCHIDAc and Tomoyuki YASUKAWAa,b

aGraduate School of Science, University of Hyogo,
Ako-gun, Hyogo 678-1297
bAdvanced Medical Engineering Research Institute, University of Hyogo,
Himeji-shi, Hyogo 670-0836
CGraduate School and Faculty of Information Science and Electrical Engineering
Nishi-ku, Fukuoka 819-0395

A dipole moment is induced in cells in a rotating electric field. The interaction between the dipole and the electric field causes the cells to rotate. This phenomenon is called electrorotation (ROT); since the ROT rate depends on the dielectric properties of cells (membrane capacitance and cytoplasmic conductivity), measuring the ROT rate allows for label-free characterization of the cell's dielectric properties. We have recently developed a simultaneous ROT device that evaluates the dielectric properties of hundreds of single cells in a single operation. However, this device cannot be monitored ROT rate in a fluidic flow. In this study, a novel ROT device has been developed to simultaneously monitor the ROT rate of hundreds of single cells in the fluidic flow. The device had microwells, each microwell having two microelectrodes at the bottom and two microelectrodes at the top layer of the microwell. This configuration of the microelectrodes induces the ROT to cells in the microwells. The microwells have the potential to hold the cells during ROT measurements in the fluidic flow. We evaluated the ROT rate with and without fluidic flow to clear the role of the microwell to monitor the ROT rate.

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2.

金属ナノ構造体を用いた細菌一括検出法の開発

阪府大院工a、阪公大院工b

○板垣賢広a、中村祥吾b、中尾彰宏b、西井成樹b、 定永靖宗b、椎木 弘b

DEVELOPMENT OF SIMULTANEOUS DETECTION OF MULTIPLE BACTERIAL SPECIES USING METAL NANOSTRUCTURES

Satohiro ITAGAKIa, Syougo NAKAMURAb, Akihiro NAKAOb, Shigeki NISHIIb, Yasuhiro SADANAGAb, and Hiroshi SHIIGIb

aGraduate School of Engineering, Osaka Prefecture University,
Sakai, Osaka 599-8531
bGraduate School of Engineering, Osaka Metropolitan University,
Sakai, Osaka 599-8531

In this study, organic-inorganic nanostructures composed of conducting polymer and metal nanoparticles were prepared. The presence of conducting polymer offered us a potential application as an electrochemical label for bacteria. Therefore, we attempted to use this nanostructure as an electrochemical label for food poisoning bacteria. It is well known that specific antibody-antigen reactions are one of the most effective methods of bacterial detection. Therefore, antibodies corresponding to those of each bacterial species were immobilized on the nanostructures to ensure specific binding to target cells. Using dark-field microscopy, we confirmed that the antibody-modified nanostructures selectively bound to the target bacteria. Bacterial detection was performed by differential pulse voltammetry (DPV). The results showed that a nanostructure-based electrochemical response was obtained to target bacterial cells, but not to other types of bacteria.

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3.

バイポーラクラーク型酸素電極アレイと
細菌の薬剤感受性測定への応用

筑波大院数理物質a、防衛医大b

○白土裕介a、薛安汝a、木下学b、鈴木博章a

BIPOLAR CLARK-TYPE OXYGEN ELECTRODE ARRAYS AND THEIR
APPLICATION TO BACTERIAL DRUG SUSCEPTIBILITY MEASUREMENT

Yusuke SHIRATO a , An-Ju HSUEH a , Manabu KINOSHITA b and Hiroaki SUZUKI a

a Graduate School of Science and Technology, University of Tsukuba,
Tsukuba, Ibaraki 305-8573
b National Defense Medical College, Tokorozawa, Saitama 359-8513

Measurement of dissolved oxygen concentration is required to obtain the information about the respiratory activity of animal and microbial cells. Although Clark-type oxygen electrodes have been used for this purpose, its integration and multiplexing are not easy. To solve the problem, we tried to realize arrays of Clark-type oxygen electrodes based on bipolar electrochemistry. Dissolved oxygen concentration was measured from the intensity of electrochemiluminescence (ECL) generated on anodic poles of bipolar electrodes. The output was free from the interference of electroactive compounds and ECL intensity changed linearly with respect to dissolve oxygen concentration. With suspensions of E. coli as samples, ECL intensity or dissolved oxygen concentration depended clearly on the concentrations of E. coli. Efficacy of an antibiotic (piperacillin) was also examined using E. coli suspensions of the same concentrations. Clear difference in ECL intensity was observed depending on piperacillin concentration, demonstrating that this device can be used for drug sensitivity measurement.

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4.

REALTIME DETECTION OF VANCOMYCIN IN HUMAN WHOLE BLOOD USING DISPOSABLE SENSOR CHIP ELECTRODE

Aaryashree a,b, Ashish CHOUDHARY a, Yasuo YOSHIMI a, Akihiko HATANO c,Keni-ichi SAITO d

a Innovative Global Program, Shibaura Institute of Technology, Tokyo 135-8548, Japan
b Department of Applied Chemistry, Shibaura Institute of Technology, Tokyo 135-8548, Japan
c Department of Material Engineering, Shibaura Institute of Technology, Saitama, 337-8570, Japan
d Department of Pharmacy, Saitama Medical Center, Saitama Medical University, Kawagoe, Saitama, 350-8550, Japan

Vancomycin (VCM) represents a high-risk antimicrobial agent, and its blood levels need to be monitored. We have developed a disposable VCM sensor using a carbon paste electrode grafted with VCM imprinted polymer. Chronoamperometry of this sensor detected VCM in bovine whole blood without interference from blood components, but it was not sensitive to VCM in human whole blood. However, differential pulse voltammetry with this sensor detected VCM in human blood, which took about 7 minutes.

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5.

高密度カーボンナノチューブフォレストによるグアニンの電気化学計測

近畿大院理工a、近畿大理工b、近畿大有害処理c

○長谷川直博a,副島哲朗a,b,納谷真一c,多田弘明a,b,杉目恒志b

ELECTROCHEMICAL DETECTION OF GUANINE USING HIGH DENSITY CARBON NANOTUBE FOREST

Naohiro HASEGAWAa, Tetsuro SOEJIMAa,b, Shin-ichi NAYAc, Hiroaki TADAa,b, and Hisashi SUGIMEb

a Graduate School of Engineering Sciences, Kindai University,
Higashi-Osaka, Osaka 577-8502
bFaculty of Science and Engineering, Kindai University, Kindai University,
Higashi-Osaka, Osaka 577-8502
cEnvironmental Research Laboratory, Kindai University, Kindai University,
Higashi-Osaka, Osaka 577-8502

Nucleobases such as DNA and RNA play a fundamental and important role in living organisms, and rapid and effective methods to detect and analyze are desired. Among nucleobases, guanine has the lowest redox potential and thus is relatively easily oxidized, making it important in the detection of nucleobases by electrochemical measurement. Electrochemical biosensors are one of the methods that can detect analytes with high sensitivity, and a method for detecting single nucleotide polymorphism in DNA using sputtering carbon film electrodes has been developed. Among carbon materials, carbon nanotubes (CNTs) have the features of rapid electron transfer and low electrical resistance of CNTs themselves which are suitable for electrode materials in electrochemical measurement. In addition, chemical vapor deposition (CVD) enables the formation of three-dimensional electrodes with a large specific surface area by growing CNTs with high-density and vertical alignment (CNT forest) directly on the conductive substrates. In this study, CNT forests were grown directly on a carbon substrate using an original catalyst and CVD condition to fabricate electrodes, and the electrochemical redox of guanine was investigated. The characteristic redox behavior of guanine on CNTs was investigated by comparing with carbon electrodes.

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6.

ポーラスマイクロニードル電極による皮膚内物質センシング

東北大院医工a、東北大院工b、東北大学学際科学フロンティア研究所c

〇山口修平a、瀧沢凌平b、辰井裕希a、阿部結奈b、阿部博弥b,c、照月大悟b、西澤松彦a,b

INTRADERMAL SUBSTANCE SENSING WITH POROUS MICRONEEDLE ELECTRODE

Shuhei YAMAGUCHIa, Ryohei TAKIZAWAb, Yuki TATSUIa, Yuina ABEb, Hiroya ABEb,c, Daigo TERUTSUKIb, and Matsuhiko NISHIZAWAa,b

aGraduate School of Biomedical Engineering, Tohoku University,
Sendai-shi, Miyagi 980-8579
bGraduate School of Engineering, Tohoku University,
Sendai-shi, Miyagi 980-8579
cFrontier Research Institute for Interdisciplinary Sciences, Tohoku University,
Sendai-shi, Miyagi 980-8578

The epidermis, the outermost layer of the skin, maintains the stratum corneum as a barrier to protect the body from external stress. When the organism is exposed to the stimuli such as UV and radiation, the cells produce ROS. Excessive ROS production causes oxidative stress that damages DNA, lipids, and proteins. The conventional methods for measuring ROS are those using fluorescent and chemiluminescent dyes. However, these methods require complicated procedures, long measurement time, and large equipment. In recent years, electrochemical ROS measurement techniques have been developed based on their advantages such as simple procedures and portability of equipment. H2O2, one of the representative ROS, is relatively stable among ROS and is considered as a target for electrochemical ROS measurement. However, it is difficult to measure ROS within the epidermis protected by the stratum corneum with existing electrode systems. In this study, we developed a porous microneedle (PMN)-based electrode system for minimally invasive intradermal H2O2 measurements.

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7.

pH測定用ISFETをアプタセンサに用いるための表面修飾の検討

山梨大工a、東北大院環境b、東北大μSIC c

○井上(安田) 久美a、SITI MASTURAH BINTI FAKHRUDDIN b、江刺 正喜c、珠玖 仁b

SURFACE MODIFICATION OF PH-SENSITIVE ISFET TO USE AS APTASENSOR

Kumi Y. INOUE a, Siti Masturah binti FAKHRUDDIN b, Masayoshi ESASHI c and Hitoshi SHIKU b

aCenter for Basic Education, Faculty of Engineering, Graduate Faculty of Interdisciplinary
Research, University of Yamanashi, Kofu, 400-8511
bGraduate School of Environmental Studies, Tohoku University, Sendai, 980-8579
cMicro System Integration Center (μSIC), Tohoku University, Sendai, 980-0845

Field-effect transistor (FET) based sensors are ideal to detect biomarkers such as C-reactive protein (CRP) for accurate diagnosis, but other publications used expensive nanomaterials or complicated nanofabrication strategies. In this work, we propose a sim-pler method of chemically modifying the gate surface of a commercial ion-sensitive FET (ISFET) with 3-(glycidyloxypropyl)trimethoxysilane (GPTMS) to lower background noise signal and then immobilize aptamers that provide significant surface potential change when they bind to CRP. The FET aptasensor was able to detect 2 μg/mL CRP in 1X PBS with a higher sensitivity compared to non-modified FET sensors with their original pH sen-sitivity.

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8.

状態空間モデルを用いたグラフェンFETバイオセンサの応答解析

株式会社村田製作所a、阪大産研b、JSTさきがけc

○牛場翔太a、宮川成人a、沖野剛士a、品川歩a、中野友美a、小野尭生b,c、金井康b、谷晋輔a、木村雅彦a、松本和彦b

STATE-SPACE MODELING OF GRAPHENE FET BIOSENSORS

○Shota USHIBAa, Naruto MIYAKAWAa, Tsuyoshi OKINOa , Ayumi SHINAGAWAa , Tomomi NAKANOa , Takao ONOb,c, Yasushi KANAIb, Shinsuke TANIa , Masahiko KIMURAa , and Kazuhiko MATSUMOTOb

a Murata Manufacturing Co., Ltd., 1-10-1 Higashikotari,
Nagaokakyo-shi, Kyoto 617-8555
bSANKEN, Osaka University, Ibaraki, Osaka 567-0047
cJST, PRESTO, Kawaguchi, Saitama 332-0012

Graphene field-effect transistor (G-FET) biosensors exhibit high sensitivity owing to their high electron/hole mobilities and unique 2D nature. However, a baseline drift is observed in their response in an aqueous environment, which makes it difficult to analyze their response against target molecules. Here, we present a computational approach to build state-space models (SSMs) for the time-series data of a G-FET biosensor. The approach helps separate the response against target molecules from the baseline drift. The charge neutral point of the G-FET sensor was continuously measured while sensing target molecules. The obtained time-series data were modeled using the proposed SSMs. The model parameters were estimated through Markov chain Monte Carlo methods. The SSMs were evaluated using the widely-applicable Bayesian information criterion. The SSMs well fitted the time-series data of the G-FET biosensor, and the sensor response to target molecules was extracted from the baseline-drift data.

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9.

RNAの高感度検出に向けた
半導体バイオセンサへの等温核酸増幅法の適用

早稲田大学a、日本大学b

○江南陽裕a、林宏樹a、藤田博仁b、黒岩繁樹a、 大橋啓之a、桒原正靖b、門間聰之a、逢坂哲彌a

APPLICATION OF ISOTHERMAL NUCLEIC ACID AMPLIFICATION
TO SEMICONDUCTOR BIOSENSOR TOWARD HIGHLY SENSITIVE RNA DETECTION

Akihiro ENAMI a, Hiroki HAYASHI a, Hiroto FUJITA b, Shigeki KUROIWA a, Keishi OHASHI a, Masayasu KUWAHARA b, Toshiyuki MOMMA a, and Tetsuya OSAKA a
a Waseda University, Shinjuku-ku, Tokyo 169-8555
b Nihon University, Setagaya-ku, Tokyo 156-0045

Recently, the RNA detection method is in fair demand for diagnosis of cancer and viral infections. In particular, a field effect transistor (FET) biosensor, which detects change of charge density on the gate insulator surface due to the adsorption of target molecules, is expected to be a quick and easy biosensing device. In this study, we attempted to improve the sensitivity of FET biosensor by applying the signal amplification by ternary initiation complexes (SATIC), which is one of the nucleic acid amplification reactions, for the increasing negative charges derived from nucleic acid on the sensor surface. As a result, the FET biosensor applying the SATIC system showed specific FET responses derived from the charges of amplified nucleic acid upon addition of the target RNA. Furthermore, the FET biosensing system enabled quantitative detection of RNA in the fM level at short time.

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10.

AN OXYTOCIN SENSOR BASED ON AN ORGANIC FIELD-EFFECT TRANSISTOR FUNCTIONALIZED WITH A MOLECULARLY IMPRINTED POLYDOPAMINE

Qi ZHOUa,b, Yusuke YAMANASHIc, Katsumasa NAKAHARAc, Hirokazu NAGAOKAc and Tsuyoshi MINAMIa

aInstitute of Industrial Science, The University of Tokyo, Meguro-ku, Tokyo 153-8505
bJapan Society for the Promotion of Science (JSPS DC1)
cJNC Petrochemical Corp., Ichihara, Chiba 290-0058

Oxytocin is a representative peptide hormone, the psychological association with peripheral effects of which has also been vigorously investigated. The biomarker in human saliva has been analyzed by using instrumental methods which require large equipment, pre-treatment of samples, and time-consuming measurement. In this regard, we have developed an extended-gate-type organic field-effect transistor (OFET) functionalized with a molecularly imprinted polymer (MIP) for selective and sensitive detection of oxytocin in human saliva (Fig. 1). The OFETs are promising electronic devices for chemical sensors owing to their switching properties, mechanical flexibilities, and applicability to printing methods for high-throughput manufacturing. In this study, oxytocin was functionalized on the Au extended-gate electrode through the Au-S interaction for uniforming the orientation of the template (i.e., oxytocin) on the electrode. The MIP referred to as a plastic antibody can offer three-dimensional recognition sites for the specific analyte, which could be modified on the surface of the extended gate by electrochemical polymerization of dopamine. After removing oxytocin from the MIP, the specific pores for oxytocin were successfully obtained. Finally, the MIP-attached electrode was combined with the OFET for the detection of oxytocin. The MIP-OFET showed appropriate detectability against oxytocin in human saliva, which could pave the way for the realization of portable and easy-to-use chemical sensors for daily diagnosis.

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11.

VHH抗体修飾粒子の誘電泳動現象を用いた
抗原検出における微粒子サイズの依存性の評価

兵庫県立大院a ,兵庫県大先端医工研b

○松本惇希a 、鈴木雅登a,b 、安川智之a,b

DIAMETER DEPENDENCE FOR THE IMMUNOSENSING BASED ON
DIELECTROPHORETIC BEHAVIOR OF PARTICLES MODIFIED WITH VHH ANTIBODY

Atsuki MATSUMOTOa , Masato SUZUKIa,b , Tomoyuki YASUKAWAa,b

a Graduate School of Science, University of Hyogo,
3-2-1 Koto, Kamigori-cho, Ako-gun, Hyogo 678-1297
bAdvanced Medical Engineering Research Institute, University of Hyogo
3-264, Kamiya-cho, Himeji, Hyogo 670-0836

Dielectrophoresis (DEP) is a phenomenon in which a force acts on particles in a non-uniform electric field. The direction and strength of DEP force depends on the frequency. The cross-over frequency is defined as a frequency that the net DEP force is zero. The cross-over frequency provides information on the dielectric properties of the particle surface, because it reflects the diameter and the surface conductivity of the particles. We have developed a novel immunosensing by measuring the cross-over frequency of particles modified with the variable domain of heavy chain of heavy-chain (VHH) antibody. Occupation ratios of microwells with two electrodes by particles regulated with DEP were obtained by applying AC voltages with different frequencies. The cross-over frequency decreased with increasing the concentration of target antigen. The use of small particles allowed to detect target antigens with a wide concentration.

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12.

フェニルボロン酸誘導体を用いた糖質用甘味センサの応答調査

福岡工大a、インテリジェントセンサーテクノロジーb、九大c

○巫 霄a、添田新太郎a、手島蒼央a、吉冨裕貴a、富吉 涼a、田島健太郎a、池崎秀和b、都甲 潔c

RESEARCH ON A SWEETNESS SENSOR FOR CARBOHYDRATES USING
PHENYLBORONIC ACID DERIVATIVES

Xiao WUa, Shintaro SOEDAa, Ao TESHIMAa, Yuki YOSHITOMIa, Ryo TOMIYOSHIa, Kentaro TASHIMAa, Hidekazu IKEZAKIb and Kiyoshi TOKOc

aDepartment of Information Electronics, Faculty of Engineering,
Fukuoka Institute of Technology, Fukuoka 811-0295
bIntelligent Sensor Technology, Inc., Atsugi-shi, Kanagawa 243-0032
cResearch and Development Center for Five-Sense Devices, Kyushu University,
Fukuoka 819-0395

Boronic acids are significant functional groups for design of chemical sensors for carbohydrate recognition, because they are known to form boronate ester with diols. In this study, we report the research on response changes in membrane potential to uncharged sweet carbohydrate using a lipid polymer membrane consisting of tetradodecylammonium bromide (TDAB) as a lipid, dioctyl phenylphosphonate (DOPP) as a plasticizer and phenylboronic acid (PBA) derivatives as receptor sites for carbohydrates. As a result, this sensor with PBA derivatives showed positive changes in membrane potentials to carbohydrate solutions around pH of 5.5. A positive correlation between sensor responses and the concentrations of PBA derivatives was confirmed. Moreover, relatively high responses were obtained for fructose and and sugar alcohols, while low response for glucose and disaccharides. The magnitude of response was related to the kind and position of the nitro group on the benzene ring of PBA derivatives. These results revealed that the PBA derivatives could be a set of useful functional substances in a lipid polymer membrane of a potentiometric sweetness sensor for detecting electrically neutral carbohydrates.

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13.

白金・ステンレス鋼電極対を用いた残留塩素センサの開発

横浜国大院工a、愛知時計電機b、東京都水道局c

○関 咲音a、小寺 菜津美a、岡崎 慎司a、五明 智夫b、西田 将志b
西松 佑紀乃b、黒田 真行c、櫻庭 庄平c、市川 豊c

DEVELOPMENT OF A RESIDUAL CHLORINE SENSOR USING PLATINUM
-STAINLESS STEEL ELECTRODE COUPLE

Sakine SEKI a, Natsumi KODERA a, Shinji OKAZAKI a, Tomoo GOMEI b, Masashi NISHIDA b,
Yukino NISHIMATSU b, Masayuki KURODA c, Shohei SAKURABA c, and Yutaka ICHIKAWA c

a Graduate School of Engineering , Yokohama National University
79-5 Tokiwadai Hodogaya-ku Yokohama city 240-8501
b Aichi tokei denki co., Itd.
70-2-1 Chitose Atsuta-ku Nagoya city 456-8691
c Bureau of Waterworks Tokyo Metropolitan Government
1-19-1 Tamagawadenenchofu Setagaya-ku 158-0085

In our previous studies, an in-line-type electrochemical sensor for monitoring residual chlorine concentration(RC concentration) in tap water was proposed. This type of sensor could continuously measure RC concentration at low cost and low power consumption. It uses two dissimilar metal electrodes with different sensitivities to RC and measures RC concentration from the difference in potential response. From the results of previous studies, it was found that Pt which has high sensitivity to RC, and SUS316 which has low sensitivity, are the appropriate combination. In this study, we report the effects of various pretreatment conditions on the sensor performance.

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14.

クーロメトリー法による無試薬ポータブル残留塩素計の開発

イーシーセンスa,イーシーフロンティアb

〇藤田昌司a,高木靖浩b,大野千恵b,安慶名麻華b

DEVELOPMENT OF REAGENTLESS PORTABLE RESIDUAL CHLORINE METER BY COULOMETRY METHOD

Masashi FUJITAa, Yasuhiro TAKAGIb, Chie OHNOb, Asaka AGENAb

a EC sense co.,LTD.
3-2-30,Hikaridai, Seika-cho, Soraku-gun, Kyoto 619-0237
b EC frontier co., LTD.
1-7,Keihanna-Plaza, Hikaridai, Seika-cho, Soraku-gun, Kyoto 619-0237

We have developed a compact residual chlorine analyzer using the coulometry method. This device does not use reagents and does not require calibration with a standard curve. The electrodes were cartridge type. And it is easily detachable from the device. The upper limit of measured sodium hypochlorite concentration was 50 ppm. It is not affected by temperature between 5 and 50°C. Moreover, it was possible to measure at pH 10.5 or less. In 5000 consecutive measurements, highly accurate measurements were possible with an error within 4%.

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15.

液液界面薄層電解フローセルによる
イオン性界面活性剤の電量定量

京工繊大院工芸科学

○岩崎凌, 内田潤也, 山名雄大, 前田耕治, 吉田裕美

COULOMETRIC DETERMINATION OF IONIC SURFACTANTS
USING THE THIN-LAYER ELECTROLYSIS FLOW CELL WITH A LIQUID-LIQUID INTERFACE

Ryo IWASAKI, Junya UCHIDA, Yudai YAMANA, Kohji MAEDA and Yumi YOSHIDA

a Graduate School of Science and Technology, Kyoto Institute of Technology, Hashikami-cho, Matsugasaki, Sakyo-ku, Kyoto

Per- and polyfluoroalkyl substances (PFAS), one of the surfactants, are categorized as persistent environmental contaminants that have been linked to bioaccumulation issues in lives. In this study, we propose the coulometric detection of PFHxS, one of PFAS, by ion-transfer voltammetry using the thin-layer electrolysis flow cell. The method is based on the current of ion transfer from the aqueous phase to the organic liquid membrane and is suitable for the determination of redox-inactive ions such as ionic surfactants like PFAS. This device does not require a calibration curve, because of coulometric measurement. The estimated value of PFHxS− was a reasonable one with the accuracy of ± 1 % relative error.

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16.

電量測定型全固体イオンセンサ

京工繊大院工芸科学

辰巳史帆, 飯嶋奏人, 中田武志, 前田耕治, ○吉田裕美

AN ALL-SOLID-STATE COULOMETRIC ION SENSOR

Shiho TATSUMI, Kanato IIJIMA, Takeshi NAKATA, Kohji MAEDA and Yumi YOSHIDA

aGraduate School of Science and Technology, Kyoto Institute of Technology,
Hashikami-cho, Matsugasaki, Sakyo-ku, Kyoto

Calibration-free coulometric determination of K+ ion was realized using an all-solid-state thin-layer laminated cell with a simple laminate structure. The fabricated cell consists of a Ag/AgCl electrode, a plastic spacer for positioning the aqueous sample solution, an organic ion-selective membrane, and a conducting polymer/carbon electrode. An originally prepared conducting-polymer-dispersed ink was cast on a conductive carbon to fabricate the conducting polymer/carbon electrode. The cell achieved complete mass transport of the target ion from a 1 mm3 drop of the aqueous sample to the organic ion-selective membrane under a constant potential between the Ag/AgCl electrode and the conducting polymer/carbon electrode, which generated electrical current for enabling the ion transfer. The electric charge obtained by integrating the electric current was used to estimate the molar amount of the target ion in the sample drop. In terms of K+-ion detection (0.1–0.8 mmol dm−3) in sample drops containing NaCl (14 mmol dm−3), the evaluated molar amounts corresponded to 86%–92% of the initial molar amounts, indicating the promise of the all-solid-state thin-layer laminated cell for achieving the calibration-free determination of K+ ions in a 1 mm3 drop of ten-fold-diluted serum.

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17.

運動試験前後のアンモニウムイオン
選択性電極の各種分析評価

東レリサーチセンターa、山形大学大学院有機材料システム研究科b

○塩路浩隆a、小野田資a、松田和大a、内山博允a、李茜a、長峯邦明b

ANALYTICAL EVALUATION OF AMMONIUM ION-SELECTIVE ELECTRODE BEFORE AND AFTER EXERCISE TEST

Hirotaka SHIOJIa, Motoshi ONODAa, Kazuhiro MATSUDAa, Hironobu UCHIYAMAa, Xi LIa and Kuniaki NAGAMINEb

a Toray Research Center, Otsu-shi, Shiga 520-8567
b Department of Organic Materials Science,Graduate School of Organic Materials Science, Yamagata University,
Yonezawa-shi, Yamagata 992-8510

Ammonium ion-selective electrode using nonactin (before and after exercise test) were evaluated by GCIB-TOF-SIMS and SEM-EDX analyses. From the result of GCIB-TOF-SIMS, it was suggested that potassium ions as well as ammonium ions were captured by nonactin and that these ions were uniformly distributed in the bioreceptor layer. SEM analysis revealed that the peeling occurred at the interface between carbon and silver wiring after the exercise test. In addition, a new layer, which was not observed in the new electrode, was created between the bioreceptor layer and the carbon after the exercise test. EDX imaging result indicated that the potassium was present in the new layer. It was suggested that the PEDOT: PSS, which was applied on the carbon, captured the potassium ion when the potassium ion moved to the carbon through the bioreceptor layer. Peeling and new layer formation were expected to cause deterioration of the electrical properties of the electrode. In addition, we also carried out the elution tests and interaction analysis between nonactin and ions.

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清山賞受賞講演1

分子認識機能材料の創生とマイクロ空間における化学・バイオセンシング応用

中央大学a

○上野 祐子a

FUNCTIONAL MATERIALS FOR MOLECULAR RECOGNITION AND
APPLICATION TO CHEMICAL- AND BIOSENSING IN MICROSPACES

Yuko UENOa

a Chuo University, Bunkyo, Tokyo 112-8551

In this paper, we first introduce one of the studies that won the Seiyama Prize and the studies that we are currently working on. First, we introduce an on-chip graphene biosensor that detects some important proteins such as cancer markers using the surface of monolayer graphene modified with fluorescently labeled aptamers. Next, we report on the electrochemical analysis in a bicontinuous microemulsion solution using the β-cyclodextrin modified monolayer graphene electrode. Lastly, we report the characteristic properties of monolayer graphene electrodes in electrochemical detection, which depend on the potassium ion concentration in the sample solution.

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特別講演

バイオセンシングの要素技術の進展と今後の展望

富山大学学術研究部工学系

○篠原寛明

PROGRESS OF UNDERLYING TECHNOLOGIES FOR BIOSENSING AND FUTURE PROSPECT

Hiroaki SHINOHARA

Faculty of Engineering, Academic Assembly, University of Toyama
Gofuku 3190, Toyama-shi, Toyama 930-8555

It has been more than 50 years since the biosensors were first created, and during this time, significant advances in underlying technologies, such as artificial design and synthesis of biomaterials using genetic engineering, and the development of transducers and information technologies, have led to the development of biosensing and even biomimetic sensing. The present paper describes the progress of underlying technologies and future prospects for biosensing, focusing on the research of mine and collaborators. In this presentation, I would like to introduce several topics such as synthesis and application of artificial antibodies incorporating a nonnatural fluorescent amino acid, monitoring of intracellular reactions by surface plasmon resonance imaging, and cell-viability sensing using electric field orientation phenomena, etc.

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18.

光学活性無機結晶とSnO2ガスセンサの
複合化によるキラルガスの検知

熊大院自然a、熊大院先端b

○岩井 大a、増本 圭吾a、愼改 豪a、猪股 雄介b、木田 徹也b

COMBINATION OF OPTICALLY ACTIVE INORGANIC CRYSTAL AND SnO2
GAS SENSOR FOR SENSITIVITY TO CHIRAL GASES

Masaru IWAIa, Keigo MASUMOTOaa, Takeshi SHINKAIa, Yusuke INOMATAb and Tetsuya KIDAb

a Graduate School of Science and Technology, Kumamoto University,
Kumamoto-shi, Kumamoto 860-8555
b Faculty of Advanced Science and Technology,
Kumamoto-shi, Kumamoto 860-8555

The human sense of smell discriminates different odors by mirror-image isomers of aromatic compounds. The distinction between mirror isomers is important for physiological activity of molecules (human biological responses) because mirror isomers interact differently with biomolecules. However, there is no rapid method that identify the chirality of trace amount of gas components. In this work, we develop semiconductor gas sensors that can detect chirality of gaseous molecules by composing asymmetric environment in sensing materials. We use CsCuCl3 as a chiral material. CsCuCl3 is composed of helical crystal structure and is easily obtained by dissolving cesium chloride and copper chloride in water and their evaporation. However, the crystals obtained simply by evaporation are racemic twins, resulting in non-chiral materials. Homo-chiral CsCuCl3 crystals are synthesized by adding tartaric acid. Since CsCuCl3 is not conductive, 10 wt% Pt-SnO2 isused as the sensing material that are operated at a low temperature, and CsCuCl3 is used as an adsorption layer. The responses of the devices to 1-phenylethylamine and pinene are measured. The sensor showed a selective response to (R)-1-phenylethylamine when (S)-CsCuCl3 is used as an adsorption layer, while the sensor using (R)-CsCuCl3 showed a selective response to (S)-1-phenylethylamine. Similarly, the sensors show chiral-selective responses to (R)- and (S)-pinene.

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19.

高エントロピー酸化物によるガス検知

熊本大院先端a、熊本大工b、阪大接合研c

○橋新剛a、谷口遥夏b、李飛c、阿部浩也c

GAS DETECTION BY HIGH ENTROPY OXIDES

Takeshi HASHISHINa, Haruka TANIGUCHIb, Fei LIc, and Hiroya ABEc

a Faculty of Advanced Science and Technology, Kumamoto University,
Kumamoto 860-8555
b Faculty of Engineering, Kumamoto University, Kumamoto 860-8555
c Joining and Welding Research Institute, Osaka University, Osaka 567-0047

The purpose of this study was to identify high-entropy cation sources useful for gas detection by focusing on high-entropy oxides (HEOs) as gas sensor materials based on spinel-type composite oxides. The response of HEOs to the test gases (7 ppm NO2, 5000 ppm H2, 3 ppm NH3, and 3 ppm H2S) was investigated. The results showed that (CrFeMnNiZn)3O4 exhibited a high sensor response to 3 ppm H2S. This sensor response was higher than that of Ni ferrite with two cationic elements and Ni-Zn ferrite with three cationic elements reported previously, suggesting that high-entropy oxides with near equimolar combinations of five cations from six elements are useful for increasing the sensitivity of spinel-type composite oxide gas sensors.

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20.

SmFeO3を用いたVOC検知における粒径の影響

愛媛大院理工a

○板垣吉晃a,野口歩夢a,森雅美a

EFFECT OF PARTICLE SIZE IN VOC DETECTION USING SmFeO3

Yoshiteru ITAGAKIa, Ayumu NOGUCHIa, and Masami MORIa

aGraduate School of Science and Engineering, Ehime University,
Matsuyama-shi, Ehime 790-8577

Nano-sized SmFeO3 particles are prepared by the pyrolysis of heteronuclear cyano-complex, Sm[Fe(CN)6]・4H2O at a temperature of 600℃ in ozone. The low temperature decomposition in ozone flowing successfully yielded fine particles with a high specific surface area of 20.0 m2/g (sample A). The fine particles were classified into further smaller particles with a unimodal size distribution and this process yielded the higher specific surface area of 26.0 m2/g (sample B). Sensor electrodes consisting of those particles were formed by electrophoretic deposition (EPD) and tested on their sensing properties to the VOCs of ethanol, toluene, hexane, and toluene. The sensors with sample A and B both showed good responses to ethanol at 285 and 320℃. The sensor with sample B showed extraordinarily good selectivity of ethanol for toluene at 320℃. This could be because the detection film of sample B with moderately grown particles selectively reduced the reaction activity of toluene. The sensor with sample B also exhibited good selectivity of ethanol for hexane and dichloromethane.

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21.

Pt/SnO2のガスセンシング機構におけるPt量の効果

熊大院先端a、熊大院自然b

○○猪股 雄介a、 増本 圭吾b、 堂山 太輝b、  慎改 豪b、 木田 徹也a

THE EFFECT OF Pt LOADAING ON ETHANOL SENSING MECHANISM OF Pt-SnO2

Yusuke INOMATA a, Keigo MASUMOTO b, Hiroki DOUYAMA b, Takeshi SHINKAI b and Tetsuya KIDA a

a Faculty of Advanced Science and Technology, Kumamoto-shi, Kumamoto 860-8555
b Graduate School of Science and Technology, Kumamoto University,
Kumamoto-shi, Kumamoto 860-8555

Tin oxide-based semiconductor gas sensors detect inflammable gases by the change in their electroconductivity under exposure to a reducing gas. The gas sensitivity of SnO2 increases by the addition of noble metals (Pt and Pd) owning to the activation of their reactivity to gases or an increase in the number of adsorbed oxygen due to the spillover effect. However, the relationship between gas sensitivity and the effect of noble metal loading on a sensing mechanism has not been fully understood. In this work, we elucidate the effect of the amount of Pt on the ethanol-sensing mechanism of Pt/SnO2 by in situ spectroscopy (IR and UV-Vis). Pt/SnO2 (0-20 wt%) is prepared by a liquid-phase synthesis method. Pt exists as atomic and particulate Pt in SnO2 depending on the amount of Pt. Pt/SnO2 (10 wt%) shows the largest sensor response (r.t.-400℃). The intermediates of ethanol oxidation are different depending on the amount of Pt. Reduced Sn2+ is confirmed during EtOH/N2 flowing for SnO2 while Pt/SnO2 does not proceed with surface reduction, indicating that gaseous oxygen is responsible for ethanol oxidation on a Pt surface and a surface adsorbate affects a sensor response.

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22.

線形判別分析を用いたセンサアレイによるガス種早期判定法

産総研a、愛知県立大b、奈良先端大c

○伊藤敏雄a、小山裕太郎a,b、作村諭一c、 申ウソクa、赤松貴文a、鶴田彰宏a、増田佳丈a

DEVELOPMENT OF RAPID DISCRIMINATION METHOD FOR ODORS USING
SEMICONDUCTIVE GAS SENSOR ARRAY ON LINEAR DISCRIMINANT ANALYSIS

Toshio ITOH a,Yutaro KOYAMA a,b, Yuichi SAKUMURA c, Woosuck SHIN a, Takafumi AKAMATSU a, Akihiro TSURUTA a, Yoshitake MASUDA a

a National Institute of Advanced Industrial Science and Technology (AIST),
Shimo-shidami, Moriyama-ku, Nagoya 463-8560
b Department of Information Science and Technology, Aichi Prefectural University,
1522-3 Ibaragabasama, Nagakute, Aichi 480-1198
c Nara Institute of Science and Technology,
8916-5 Takayama-cho, Ikoma, Nara 630-0192

Multivariate analysis and machine learning can perform using sensor signals (resistances) obtained from a semiconductor gas sensor array to classify and identify gas species. When target gases are generated and their concentration increase and become constant, resistances of sensors also become constant. Response values of sensors are obtained from the resistances at this time, and the response values are used to determine for gas species and gas concentrations. Since a waiting time is required until the resistances change sufficiently, if the gas type can be discriminated during the waiting time, it can be expected to be applied to ventilation system for rapid ventilating before reaching odor filling, for example. In this presentation, we report a method for early discrimination of gas species using linear discriminant analysis (LDA).

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23.

ジルコニアセンサの可燃性ガスに対する反応機構の解明

長崎大院工a、富士電機 (株) b

○川越勇介a、上田太郎a、長瀬徳美b、鈴木卓弥b、江戸雅晴b、鎌田 海a、兵頭健生a、清水康博a

ELUCIDATION OF INFLAMMABLE GAS SENSING MECHANISM OF ZIRCONIA-BASED
POTENTIOMETRIC SENSORS

Yusuke KAWAGOEa, Taro UEDAa, Tokumi NAGASEb, Takuya SUZUKIb, Masaharu EDOb,Kai KAMADAa, Takeo HYODOa, Yasuhiro SHIMIZUa

aGraduate School of Engineering, Nagasaki University,
1-14 Bunkyo-machi, Nagasaki 852-8521, Japan
bFuji Electric Co., Ltd,
1 Fuji-machi Hino-city, Tokyo 191-8502, Japan

Yttria-stabilized zirconia (YSZ)-based potentiometric sensors using an Au-added Pt sensing electrode (SE) and a Pt counter electrode were fabricated, and their sensing properties to CO and H2 balanced with base gas (3% O2 in N2) were examined. The output voltage, E, of all sensors negatively shifted upon exposure to CO and H2, and their responses (ΔE) increased with increasing the SE thickness. In addition, the H2 response of the sensors was larger than the CO response in the examined SE thickness range. The electrochemical reactions at triple-phase boundaries (TPBs) of the SE of the sensors were also discussed on the basis of the electrochemical impedance properties. The introduction of CO and H2 into the base gas decreased and increased the charge-transfer resistances at the TPBs of the SE of the sensors using the thinnest and the thickest SEs, respectively.

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24.

プロトン伝導性酸化グラフェン膜を用いた電気化学式CO検知

熊大院自然a、熊大院先端b

○尊田航介a、ソハイル アハマドb、猪股雄介b、 木田徹也b

ELECTROCHEMICAL CO DETECTION USING A PROTON-CONDUCTING
GRAPHENE OXIDE MEMBRANE

Kosuke SONDAa, Sohail AHMADb, Yusuke INOMATAb,and Tetsuya KIDAb

a, b Graduate School of Science and Technology, Kumamoto University,
Kumamoto-shi, Kumamoto 860-8555

Electrochemical gas sensors using solid electrolytes are promising devices because of their compact structure, simple detection mechanism, and high selectivity to combustible gases. However, the conventional electrochemical gas sensors such as yttrium stabilized zirconia, and CeO2 etc, needs high power consumption because of their high working temperature. To overcome these drawbacks, we report proton conductive graphene-based electrochemical sensors that operate at room temperature. We synthesize graphene oxide by the Tour’s method, and fabricated the membrane. Pt-SnO2 is used as the sensing electrode and a conductive carbon is utilized as the reference electrode. The sensor device shows a sensor response of 125 mV to 200 ppm CO at room temperature.

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25.

カチオン交換膜と貴金属電極を用いた
室温作動可能なCOセンサの開発

長崎大院工a、ホーチキ株式会社b

○大山望夢a、上田太郎a、岡安克也b、江幡弘道b、土肥 学b、 鎌田 海a、兵頭健生a、清水康博a

DEVELOPMENT OF CO SENSORS USING PROTON-CONDUCTING POLYMER MEMBRANE AND
NOBLE-METAL ELECTRODES OPERABLE AT ROOM TEMPERATURE

Nozomu OYAMAa, Taro UEDAa, Katsuya OKAYASUb, Hiromichi EBATAb, Manabu DOHIb, Kai KAMADAa, Takeo HYODOa and Yasuhiro SHIMIZUa

aGraduate School of Engineering, Nagasaki University,
1-14 Bunkyo-machi, Nagasaki 852-8521, Japan
bHochiki Corporation, 3-7-1 Minamimachida, Machida-city, Tokyo 194-8577, Japan

An electrochemical gas sensor using a proton-conducting polymer membrane (Nafion) attached with Au and Pt (Au/Pt) electrodes (Au/Pt sensor) was fabricated and its CO-sensing properties were examined in this study. The current at ca. +0.16 V and in the range of −0.2 V to −0.8 V in the cyclic voltammogram largely increased upon exposure to CO and increased with an increase in CO concentration at 30°C. The Au/Au sensor also showed an increase in the current at ca. +0.16 V upon exposure to CO, while the Pt/Pt sensor showed an increase in the current in the wide range of +0.2 to +0.8 V upon exposure to CO. This behavior indicates that CO is oxidized at the Au and Pt electrodes at the different applied potentials. On the other hand, the Au/Pt sensor showed a significant increase in the current at ca. +0.29 V upon exposure to H2, whereas the current increase was observed at ca. +0.16 V for CO. The electromotive force of the Au/Pt sensor positively shifted upon exposure to CO and H2, and it was linearly correlated with the logarithm of concentration of CO and H2.

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26.

コア-シェル型ポリアニリンミクロスフィア膜の
アンモニアガス検知特性へのドーパントの影響

愛媛大院理工

○藤定 稜也、芝 駿介、松口 正信

EFFECT OF DOPANT SPECIES ON AMMONIA GAS SENSING CHARACTERISTICS OF
CORE-SHELL-TYPE POLYANILINE MICROSPHERES

Ryoya FUJISADA, Shunsuke SHIBA, Masanobu MATSUGUCHI

Graduate school of Science and Engineering, Ehime University,
Matsuyama-shi, Ehime 790-8577

Ammonia gas in exhaled breath is important biomarker of liver and renal diseases. We previously reported the use of polystyrene (PSt)@PANI core-shell spherical particles as a sensing material characterized by high sensitivity. However, reducing the response time was the problem to be solved. In this study, effects of dopant molecules on the characteristics of PSt@PANI sensors were investigated. Four different dopants such as poly(2-acrylamido-2-methyl-1-propanesulfonic acid (PAMPS), sulfosalicylic acid(SSA), poly(sodium 4-styrenesulfonate)(PSS), and sulfuric acid were used for this purpose. When doped with PAMPS or PSS, the response value was reduced to less than half compared to the sensor doped with sulfuric acid, but the response time, which was more than 20 min, was successfully shortened to several minutes.

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27.

多孔質ガラスを用いた
ノナナール検出チップの反応性評価

東北工大院工a、東北工大b

○鈴木 彩加a、平川 陸b、村山 海斗b、丸尾 容子a,b

REACTIVITY OF NONANAL DETECTION CHIP USING POROUS GLASS

Ayaka SUZUKI a, Riku HIRAKAWA b, Kaito MURAYAMA b, and Yasuko Y. MARUO a,b

a Graduate School of Engineering, Tohoku Institute of Technology,
Sendai-shi, Miyagi 982-8577
b Tohoku Institute of Technology, Sendai-shi, Miyagi 982-8577

Nonanal has been reported to be detected at higher concentrations in the exhaled air of lung cancer patients than of in healthy individuals. Therefore, it is attracting attention as a non-invasive biomarker for lung cancer. In this study, we focused on the reaction between triphenylmethane (TPM) dye and nonanal, and developed a nonanal detection chip that combines TPM dye and porous glass. The reaction products were decomposed in solution system, on the other hand, they were stable in the porous glass. The nonanal concentration could be calculated from the absorbance difference at 620 nm of the detection chip. The detection limit was calculated to be 2 ppb, which was at the same level as the cut-off value of nonanal concentration in exhaled breath of lung cancer patients and healthy subjects.

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28.

多孔質ポリ(N-イソプロピルアクリルアミド)ゲル薄膜の作製とそのHClガス吸着特性

愛媛大院理工

○森 一翔、芝 駿介、松口 正信

PREPARATION OF POROUS POLY(N-ISOPROPYLACRYLAMIDE) GEL THIN FILMS
AND THEIR HCl GAS ADSORPTION PROPERTIES

Kazuto MORI, Shunsuke SHIBA, Masanobu MATSUGUCHI

Graduate school of Science and Engineering, Ehime University,
Matsuyama-shi, Ehime 790-8577

Poly(N-isopropylacrylamide) (pNIPAM) has the property of reversibly adsorbing large amounts of HCl gas. We have chosen pNIPAM as sensing films for a mass-sensitive HCl gas sensors operable at room temperature. However, the response time and recovery rate still needed to be improved for practical use. In this study, porous pNIPAM gel thin films were prepared by using bicontinuous microemulsions (BME). A BME has nanosized three-dimensional continuous networks composed of water and oil phases. By using water phase in BME as a reaction field for cross-linking polymerization, porous pNIPAM gel thin film having smaller pores with 100 nm in diameter was obtained. The HCl gas adsorption properties of the fabricated porous pNIPAM gel thin films were investigated. Compared with the pNIPAM gel film prepared in water, the amount of adsorption of the porous gel film prepared in BME increased about twice. Furthermore, the response time was reduced from 28 min to 1 min as expected.

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清山賞受賞講演2

機能性セラミックスのガス検知機能最適化による
高感度ガスセンサの開発

長崎大院工

○上田太郎

DEVELOPMENT OF SENSITIVE GAS SENSORS BY OPTIMIZATION OF FUNCTIONAL CERAMICS FOR GAS DETECTION

Taro UEDA

Graduate School of Engineering, Nagasaki University
1-14 Bunkyo-machi, Nagasaki 852-8521, Japan

This article reviews our recent progress in developing solid electrolyte-type and semiconductor gas sensors. We found that toluene response of YSZ-based potentiometric sensors was improved by the addition of CeO2 to a Au sensing electrode (SE) due to an increase in the electrochemical activity of toluene oxidation. The toluene response of the sensors attached with a 24 wt% CeO2-added Au SE increased with an increase in the SE thickness, which is an opposite trend for the sensors attached with an 8 wt% CeO2-added Au SE. In addition, we reported that NASICON (Na3Zr2Si2PO12)-based potentiometric gas sensors using a Bi2O3-added Pt SE showed a large CO response to a positive direction at 30°C as well as that to a negative direction of the sensor using a CeO2-added Pt SE. We also demonstrated that the introduction of porous structure into Au-added In2O3 and Ru-loaded WO3 improved the gas diffusivity of these materials as well as the dispersion of Au and Ru in these oxides to enhance the sensing properties of NO2 and methyl mercaptan, respectively.

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29.

アパタイト型ケイ酸ユウロピウムを用いた
接触燃焼式水素ガスセンサ

阪大院工

○櫻井明日紀、田村真治、今中信人

CATALYTIC COMBUSTION-TYPE HYDROGEN SENSOR BASED ON
APATITE-TYPE EUROPIUM SILICATE

Asuki SAKURAI, Shinji TAMURA, and Nobuhito IMANAKA

Department of Applied Chemistry, Faculty of Engineering, Osaka University,
2-1 Yamadaoka, Suita, Osaka 565-0871, Japan

New catalytic combustion-type H2 gas sensors were devised by applying 7 wt% Pt / Eu10(Si1−xMnx)6O27−δ as the H2 oxidizing catalyst. By applying Eu10(Si1−xMnx)6O27−δ solids as the promoter for catalyst, oxygen species were efficiently supplied to Pt activator, which realized H2 combustion at low temperatures. Among the catalysts prepared, the 7 wt% Pt loaded Eu10(Si0.90Mn0.10)6O27−δ catalyst showed the highest H2 oxidizing activity and the sensor with this catalyst detected H2 gas concentration with an excellent linearity between sensor output and H2 gas concentration changes even at room temperature. Furthermore, the present sensor showed rapid 90% response of ca. 13s at room temperature.

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30.

吸着燃焼を利用したCOセンサの開発

矢崎エナジーシステム㈱

○釆女泰久、笹原隆彦、小澤尚史、波多野博憲、名川良春

DEVELOPMENT OF ADSORPTION/COMBUSTION TYPE CO GAS SENSOR

Yasuhisa UNEME, Takahiko SASAHARA, Naofumi OZAWA, Hironori HADANO, Yoshiharu NAGAWA

Gas Equipment R&D Center, Yazaki Energy System Corporation,
23 Minamikajima, Tenryu-ku, Hamamatsu-shi, Shizuoka 431-3393

The catalytic combustion type micro gas sensors utilizing 15wt%M/γ-Al2O3 (M = Pt, Pd, Rh, Ru, Au) were fabricated and response properties to carbon monoxide have been investigated. Among the sensors prepared, the sensor utilizing 15wt%Pt/γ-Al2O3 showed a large response peak (adsorption/combustion peak) on the pulse-driven heating for 0.1 seconds with a cycle of 30 seconds, while other sensors did not show such a response peak. The height of adsorption/combustion peak increased with increasing the amount of Pt in Pt/γ-Al2O3 and the sensor utilizing 40wt%Pt/γ-Al2O3 showed the largest response peak. According to the measurement of specific surface area and metal surface area of Pt/γ-Al2O3, the metal surface area of Pt/γ-Al2O3 increased with increasing the amount of Pt, while the specific surface area decreased. This result indicates that the adsorption/combustion peak to CO based on the CO adsorption to Pt metal. The present micro gas sensor realized higher sensitivity and selectivity to CO by optimizing the catalyst material, the operating condition such as the temperature and the period of the pulse heating.

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31.

ベイズ最適化を用いた温度変調最適化手法の
提案と選択性向上に関する検討

富山県立大電気電子工

○岩田達哉、大倉裕貴、佐伯真彬、吉河武文

OPTIMIZATION OF TEMPERATURE MODULATION BASED ON BAYESIAN
OPTIMIZATION AND INVESTIGATION OF SELECTIVITY IMPROVEMENT

Tatsuya IWATA, Yuki OKURA, Maaki SAEKI, and Takefumi YOSHIKAWA

Department of Electrical and Electronic Engineering, Toyama Prefectural University
Imizu-shi, Toyama 939-0398

In this study, a Bayesian optimization approach to determining an optimal parameter set for temperature modulation is proposed. Two parameters of heater voltage for temperature modulation to classify six gas mixtures were optimized. Bayesian optimization was carried out to minimize Davies-Bouldin index (DBI), an objective function. After successful reduction of DBI through nine trials, it was revealed that the classification accuracy overall increased with decreasing DBI, indicating that DBI acted as a good objective function. Consequently, it was demonstrated that the proposed method was promising with improved classification accuracy from 59.2 % to 76.3 %. Furthermore, the applicability of the method to selective gas detection was also suggested.

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32.

センサ温度変調におけるカテゴリごとのにおい識別性能の違いと
その最適化による高精度識別

富山県立大学

○佐伯 真彬、 大倉 裕貴、 吉河 武文、 岩田 達哉

CATEGORY-DEPENDENT ODOR DISCRIMINATION ACCURACY BASED ON
SENSOR TEMPERATURE MODULATION AND
ITS OPTIMIZATION FOR HIGHLY ACCURATE DISCRIMINATION

Maaki SAEKI, Yuki OKURA, Takefumi YOSHIKAWA, and Tatsuya IWATA

Department of Electrical and Computer Engineering, Toyama Prefectural University,
Imizu-shi, Toyama 939-0398

We demonstrated adaptive discrimination of odors in various categories by a single metal oxide gas sensor based on optimizing the modulated waveform for sensor temperature modulation. The parameters of modulated waveform for discriminating six mixed gases and five spices were optimized by Bayesian optimization. The data matrices were constructed based on the sensor conductance, and the discrimination accuracies for mixed gases and spices were evaluated. The results show that high discrimination accuracies were achieved for both mixed gases and spices, with different optimal parameters. These results indicate that we can adaptively discriminate various odors with a single metal oxide gas sensor by optimizing the parameters of the modulated waveform depending on odor categories to be discriminated.

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33.

センサアレイによる呼吸器系疾患に関連するVOCの分類と濃度の出力

産総研

○伊藤敏雄、申ウソク、増田佳丈

CLASSIFICATION OF VOCS ASSOCIATED WITH RESPIRATORY DISEASES AND
REGRESSION OF THEIR CONCENTRATIONS USING SEMICONDUCTIVE SENSOR ARRAY

Toshio ITOH, Woosuck SHIN, Yoshitake MASUDA

National Institute of Advanced Industrial Science and Technology (AIST),
Shimo-shidami, Moriyama-ku, Nagoya 463-8560

Polymerase chain reaction (PCR) and antigen tests are performed for infection with the new coronavirus. These methods are useful as tests when infection with the new coronavirus is strongly suspected. However, since these methods need to be performed by operators with specialized skills, it is desired to develop novel method that can be easily performed on a daily screening application for respiratory. Since the semiconductive gas sensors can perform on real-time monitoring, gas species would be able to be discriminated immediately by applying the obtained sensor signal to machine learning. In this presentation, we selected 7 kinds of VOCs by referring to the reports of VOCs contained in exhaled breath of respiratory disease patients, and report applying sensor signals to a neural network for outputting VOC species and their concentrations.

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