研究成果
Research Achievements
Research Achievements
研究成果(発表論文) / Research Achievements
YM Laboratory – Publications and Academic Presentations
(Publications)
Tomoya Inagata, Yuji Mizuno, Keita Matsunaga, Fujio Kurokawa, Masaharu Tanaka and Nobumasa Matsui: Parameter Evaluation Method for Power Demand Forecasting Methodology for a Clinic, IEEE Transactions on Industry Applications, Volume: 61, Issue: 1, pp. 930-939, 2024.
Yuji Mizuno, Masaharu Tanaka, Yoshito Tanaka, Fujio Kurokawa, and Nobumasa Matsui: New Sustainable Operation Method for a Power Grid without an Energy Storage System: A Case Study of a Hospital in Japan, International Journal of Renewable Energy Research (IJRER), vol.12, no. 3, pp. 1289-1300, 2022.
水野裕志, 田中義人, 黒川不二雄, 松井信正: Deep Learningによる院内負荷予測モデルを活用した異常時にける院内分散電源のエネルギーマネジメント, 電気学会論文誌C, vol. 140, no. 2, pp. 156-163, 2020.
水野裕志, 山本弘夢, 田中義人: 軟質ボールを測温部にもつ電子体温計を用いた腋窩温予測, 日本福祉工学会誌, vol. 20, no. 2, pp. 12-17, 2018. (日本福祉工学会論文賞)
水野裕志, 柿本凌, 山口祐資, 松村雅史: ウェアラブル型頸部体温計測デバイスの有効性検証―日常生活動作時モニタリングの一考察―, 日本福祉工学会誌, vol. 20, no. 2, pp. 18-25, 2018.
水野裕志, 兼子晃治, 松村雅史: ウェアラブル型頸部光電脈波計測デバイスの有効性検証―簡易的血管機能評価法の試みと一考察―, 日本福祉工学会誌, vol. 20, no. 2, pp. 26-32, 2018.
(Academic Presentations:International Conferences)
Ryuichi Nakagawa, Masafumi Matsumura, Hajime Tujimura, Nobumasa Matsui, Jiyoung Choi, and Yuji Mizuno: Evaluation of Preventive Strategies for Cold Sensitivity Using the PMV-PPD model, in Proc. 2025 IEEE Global conference on Consumer Electronics (GCCE), pp. 969-970, (2025.9).
Koki Kumaoka, Tomoya Inagata, Nobumasa Matsui, Jiyoung Choi, Fujio Kurokawa, and Yuji Mizuno: Estimated Energy Balance for Shuttle Service of Nursing Care Affiliated Hospitals using Electric Vehicles, in Proc. 2024 international conference on Renewable Energy Research and Application (ICRERA), pp. 1386-1390, (2024.11).
Tomoya Inagata, Yuji Mizuno, Jiyoung Choi, Kouki Kawaoka, Fujio Kurokawa, and Nobumasa Matsui: Optimization Method for Power System of a Clinic Integrating Diesel Generator and Electric Vehicles, in Proc. 2024 international conference on Renewable Energy Research and Application (ICRERA), pp. 481-486, (2024.11).
Tomoya Inagata, *Yuji Mizuno, Jiyoung Choi, Fujio Kurokawa, and Nobumasa Matsui: Comparison of Data Partitioning Method using LSTM for Power Demand at a Clinic, in Proc. 2024 in Proc. 2024 international conference on Smart Grid (icSmartGrid), pp. 687-692, (2024.6). (First Best Paper Award)
Tomoya Inagata, *Yuji Mizuno, Keita Matsunaga, Fujio Kurokawa, Masaharu Tanaka and Nobumasa Matsui: A Forecasting Method of Peak-Cut of Power Demand using LSTM at A Clinic, in Proc. 2023 international conference on Renewable Energy Research and Application (ICRERA), pp. 309-314, (2023.8).
Tomoya Inagata, Keita Matsunaga, Yuji Mizuno, Fujio Kurokawa, Masaharu Tanaka and Nobumasa Matsui: An Improvement of Power Demand Prediction Method using Weather Information and Machine Learning: A Case of a Clinic in Japan (II), in Proc. 2023 international conference on Smart Grid (icSmartGrid), pp. 344-349, (2023.6).
Yuji Mizuno, Masaharu Tanaka, Yoshito Tanaka, Fujio Kurokawa and Nobumasa Matsui: Improvement of Modelling for an Optimal Facility Design Using Renewable Energy in a Clinic, in Proc. 2022 International Conference on Renewable Energy Research and Application (ICRERA), pp. 528-533, (2022.9). (Outstanding Paper Award)
Yuji Mizuno, Masaharu Tanaka, Yoshito Tanaka, Fujio Kurokawa and Nobumasa Matsui: A Prediction of Power Demand using Weather Forecasting and Machine Learning: A Case of a Clinic in Japan, in Proc. 2022 international conference on Smart Grid (icSmartGrid), pp. 190-193, (2022.6).(Best Paper Award)
Yuji Mizuno and Masafumi Matsumura: Proposal and Validation of an Oral Cavity-Friendly Predictive Clinical Electrical Thermometer, in Proc. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI 2021), (2021.7).
Yuji Mizuno, Yoshito Tanaka, Fujio Kurokawa and Nobumasa Matsui: A Modelling for an Optimum Facility Design in a Clinic as a Smart Grid, in Proc. 2021 international conference on Smart Grid (icSmartGrid), pp. 149-153, (2021.6).
Yuji Mizuno, Yoshito Tanaka, Fujio Kurokawa and Nobumasa Matsui: A Hospital Grid with Renewable Energy System Applied to Virtual Power Plant, in Proc. 2020 international conference on Smart Grid (icSmartGrid), pp. 203-207, (2020.6). (Best Paper Award)
Hitoshi Arima, Yuji Mizuno, Nobumasa Matsui and Fujio Kurokawa: Model Based Design of Smart Grid System Based on Automotive System, in Proc. 2020 international conference on Smart Grid (icSmartGrid), pp. 198-202, (2020.6).
Hitoshi Arima, Yuji Mizuno, Nobumasa Matsui, Shinichiro Hattori and Fujio Kurokawa: A Consideration of Model Based Design of Smart Grid System, in Proc. 2019 international conference on Smart Grid (icSmartGrid), pp. 170-173, (2019.12).
Yuji Mizuno, Yoshito Tanaka, Fujio Kurokawa and Nobumasa Matsui: Optimum Facility Design in Large Hospital Using Renewable Energy, in Proc. 2019 International Conference on Renewable Energy Research and Application (ICRERA), pp. 712-716, (2019.12).
Yuji Mizuno, Teppei Baba, Yoshito Tanaka, Fujio Kurokawa and Nobumasa Matsui: A New Approach of Load Rejection in Fault of PV Output in Smart Grid, in Proc. 2018 international conference on Smart Grid (icSmartGrid), pp. 246-253, (2018.12).
Teppei Baba, Yuji Mizuno, Tanaka, Fujio Kurokawa and Nobumasa Matsui: Evaluation of An Island Operation Method of Smart Hospital Grid Using a Power Emulation System, in Proc. 2018 international conference on Smart Grid (icSmartGrid), pp. 98-101, (2018.12).
Yuta Tominaga, Masaharu Tanaka, Haruhi Eto, Yuji Mizuno, Nobumasa Matsui and Fujio Kurokawa: Design Optimization of Renewable Energy System Using EMO, in Proc. 2018 international conference on Smart Grid (icSmartGrid), pp. 258-263, (2018.12).
Yuji Mizuno, Teppei Baba, Yoshito Tanaka, Masaharu Tanaka Fujio Kurokawa, Ilhami Colak and Nobumasa Matsui: A New Load Prediction Method and Management of Distributed Power System in Island Mode of a Large Hospital, in Proc. 2018 International Conference on Renewable Energy Research and Application (ICRERA), pp. 1215-1220, (2018.11).
Yuji Mizuno, Teppei Baba, Fujio Kurokawa and Nobumasa Matsui: Comparison of Optimized Demand of EGs for Minimizing Fuel Consumption and EGs Model with Power Grid Frequency Using a Hospital Load with PV, in Proc. 2018 International Power Electronics Conference (IPEC), pp. 2283-2286, (2018.5).
Yuji Mizuno, Kouji Kaneko and Masafumi Matsumura: Evaluation and Verification of a Wearable System for Photoplethysmography on Cervical Body Surface, Transaction on Pacific Area Longevity Medical Society (PALMS), no. 15, Jan. 2018, pp. 24-35, (2018.1).
Yuji Mizuno, Teppei Baba, Yoshito Tanaka, Masaharu Tanaka, Fujio Kurokawa, Ilhami Colak and Nobumasa Matsui: Estimation of Optimum Capacity of Battery by Combined Use of a Renewable Energy System and Emergency Generators in a Large Hospital, in Proc. 2017 International Conference on Renewable Energy Research and Application (ICRERA), Nov. 2017, pp. 515-518, (2017.11).
Teppei Baba, Yuji Mizuno, Yoshito Tanaka, Masaharu Tanaka, Fujio Kurokawa, Ilhami Colak and Nobumasa Matsui: Comparison of Optimum Energy Schedule of Emergency Generators of Large Hospital with Renewable Energy System Using Mathematical Programing Method, in Proc. 2017 International Conference on Renewable Energy Research and Application (ICRERA), pp. 519-523, (2017.11).
Masaharu Tanaka, Haruhi Eto, Yuji Mizuno, Nobumasa Matsui and Fujio Kurokawa: Genetic algorithm based optimization for configuration and operation of emergency generators in a medical facility, in Proc. 2017 International Conference on Renewable Energy Research and Application (ICRERA), pp. 919-924, (2017.11).
Yuji Mizuno, Kazuhide Okada and Masafumi Matsumura: Optimum Conditions of Temperature Prediction Mechanism by Thermal Behavior Model Using Electric Circuit, Transaction on Pacific Area Longevity Medical Society (PALMS), no. 9, pp. 19-26, (2017.6).
Yuji Mizuno, Yoshito Tanaka, Fujio Kurokawa and Nobumasa Matsui: A New Approach of Optimum Energy Scheduling of Emergency Generators Using Linear Programing in a Large Hospital, in Proc. 2016 International Conference on Renewable Energy Research and Application (ICRERA), pp. 832-836, (2016.11).
Yuji Mizuno, Tomonari Kawamoto, Kazuhide Okada and Masafumi Matsumura: Development of a New Prediction Type Clinical Electrical Thermometer for Neck Surface Temperature, Transaction on Pacific Area Long-life Medical Society (PALMS), no. 3, pp. 64-69, (2016.11).
Yuji Mizuno and Masafumi Matsumura: An Axillary Temperature Prediction Using a Temperature Probe with an Elastic Sponge, Transaction on Pacific Area Long-life Medical Society (PALMS), no. 1, pp. 61-65, (2016.9).
Nobumasa Matsui, Yuji Mizuno, Tadahiro Kishikawa and Yoshito Tanaka: A Development of Evaluation and Verification System of Smart Grid with Modeling of Green Energy in University Campus, in Proc. 2016 International Smart Grid Workshop and Certificate Program (ISGWCP), pp. 1-7, (2016.5).
Yuji Mizuno, Tadahiro Kishikawa, Haruo Hinata, Kouji Kiyoyama, Makoto Shimojima, Ken Oyama, Nobumasa Matsui and Yoshito Tanaka: Improvement of Solar Radiation Model Based on Physical Parametrization, 2015 International Conference on Renewable Energy Research and Application (ICRERA), pp. 789-792, (2015.11).
Yuji Mizuno, Kouji Kiyoyama, Tadahiro Kishikawa, Haruo Hinata, Makoto Shimojima and Yoshito Tanaka: Power Risk Analysis and Management Simulator for Medical Facility, in Proc. 2013 International Conference on Renewable Energy Research and Application (ICRERA), pp. 1032-1035, (2013.10).
Yuji Mizuno, Masahiro Ikeda, Tadahiro Kishikawa, Kouji Kiyoyama, Ryo Tanaka, Haruo Hinata, Makoto Shimojima, Shinichi Kamohara, Takashi Hiyama, Kazuaki Tanimoto and Yoshito Tanaka: Evaluation and Verification of an Intelligent Control System with Modelling of Green Energy Devices by Constructing a Micro-Grid System in University Campus (report II), in Proc. 2013 International Conference on Renewable Energy Research and Application (ICRERA), pp. 321-325, (2013.10).
Yuji Mizuno, Masahiro Ikeda, Tadahiro Kishikawa, Kouji Kiyoyama, Ryo Tanaka, Haruo Hinata, Makoto Shimojima, Shinichi Kamohara, Takashi Hiyama, Kazuaki Tanimoto and Yoshito Tanaka: Evaluation and Verification of an Intelligent Control System with Modelling of Green Energy Devices by Constructing a Micro-Grid System in University Campus (report I), in Proc. 2012 International Conference on Renewable Energy Research and Application (ICRERA), pp. 1-6, (2012.11).
Makoto Shimojima, Akihito Eguchi, Taiki Iwanaga, Yuji Mizuno, Kousuke Setoguchi, Sho Watanabe, Yasuhiko Sato and Yoshito Tanaka: A Versatile Nurse Support System using Bluetooth and Felica, in Proc. 2010 IEEE Biomedical Circuits and Systems Conference (BioCAS), pp. 278-281, (2010.11).
(Academic Presentations:Domestic Conferences 2025)
中川龍一, 松村雅史, 辻村肇, 松井信正, 水野裕志: ウェアラブル型冷え症予防システムによる温冷感分類予測手法の検討, 計測自動制御学会ライフエンジニアリング部門シンポジウム2025, OS4-2, 千葉大学, (2025.9.18).
熊岡幸暉, 森川陽, 松井信正, 崔智英,水野裕志: クリニック送迎用EVsの天候条件による充電シーケンスの分析, 電気学会 電力・エネルギー部門大会, P-93, 琉球大学, (2025.9.17).
森川陽, 熊岡幸暉, 松井信正, 崔智英,水野裕志: 同一医療法人の送迎用EVsを用いた自己託送によるピークカット手法, 電気学会 電力・エネルギー部門大会, P-45, 琉球大学, (2025.9.17).
川﨑秀瑠, 水野裕志, 崔智英,松井信正:複数のEVによる医療施設の電力供給の最適化, 電子情報通信学会九州支部 2025年度(第33回)学生会講演会, B-29, 福岡工業大学, (2025.9.17).
中山和花, 水野裕志, 崔智英,松井信正:住宅パッシブデザインの照度モデル, 電子情報通信学会九州支部 2025年度(第33回)学生会講演会, B-30, 福岡工業大学, (2025.9.17).
秋山椋,中川龍一, 松村雅史, 松井信正, 水野裕志: 時系列データの自己相関解析による冷え重症度予測手法の検討, 生体医工学シンポジウム2025, D-31, 山梨県立図書館, (2025.9.13).
安田花香,水野裕志: 軟質測温部付き電子体温計における温度予測時間短縮のための手法, 生体医工学シンポジウム2025, C-24, 山梨県立図書館, (2025.9.12).
磯村怜央, 石塚匠, 辻竜之介, 辻村肇, 水野裕志, 松村雅史: 最高・最低血圧の連続的長時間モニタリング~較正法の検討~, 電気学会 電子・情報・システム部門大会, PS2-9, 金沢工業大学, (2025.8.27). (優秀ポスター賞)
倉田悠司, 石塚匠, 辻竜之介, 辻村肇, 水野裕志, 松村雅史: スマートデバイスによる歩行時の連続的血圧と身体活動強度の関連の検討, 電気学会 電子・情報・システム部門大会, PS3-1, 金沢工業大学, (2025.8.27). (優秀ポスター賞)
髙橋一心, 辻竜之介, 辻村肇, 水野裕志, 松村雅史: 無呼吸・低呼吸モニタリングにおける高感度集音デバイスの試作, 電気学会 電子・情報・システム部門大会, PS8-1, 金沢工業大学, (2025.8.27).
中村直生, 石塚匠, 辻竜之介, 辻村肇, 水野裕志, 松村雅史: 連続的血圧の計測に基づく血圧変動のモデル化と血圧の推定, 電気学会 電子・情報・システム部門大会, PS11-7, 金沢工業大学, (2025.8.27).
石塚匠, 中村直生, 辻竜之介, 辻村肇, 水野裕志, 松村雅史: ネックバンドデバイスによる連続的血圧と血圧サージのモニタリング, 電気学会 電子・情報・システム部門大会, PS11-11, 金沢工業大学, (2025.8.27).
川岡洸希,松井信正,水野裕志,崔智英:EV送迎最適化のためのOpen Street Mapと基盤地図情報の連携,日本デザイン学会日本デザイン学会第72回春季研究発表大会,札幌市立大学,(2025.6.29)
永田将,松井信正,水野裕志,崔智英:EVの電力取引のためのブロックチェーン/スマートコントラクトの設計 -Remixを用いた設計・構築・検証-,日本デザイン学会第72回春季研究発表大会,札幌市立大学,(2025.6.29)
三浦拓也,松井信正,水野裕志,崔智英:室内の雰囲気中の環境値による行動推定の基礎研究,日本デザイン学会第72回春季研究発表大会,札幌市立大学,(2025.6.29)(グッドプレゼンテーション賞)
中山和花,松井信正,水野裕志,崔智英:画像生成AIで制作するロゴマークのプロンプト推定,日本デザイン学会第72回春季研究発表大会,札幌市立大学,(2025.6.28)