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Development of in silico human model and its application to indoor environmental design

Research Project

Project/Area Number 18H03807
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Review Section Medium-sized Section 23:Architecture, building engineering, and related fields
Research InstitutionKyushu University

Principal Investigator

Ito Kazuhide  九州大学, 総合理工学研究院, 教授 (20329220)

Project Period (FY) 2018-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥42,250,000 (Direct Cost: ¥32,500,000、Indirect Cost: ¥9,750,000)
Fiscal Year 2021: ¥9,360,000 (Direct Cost: ¥7,200,000、Indirect Cost: ¥2,160,000)
Fiscal Year 2020: ¥10,530,000 (Direct Cost: ¥8,100,000、Indirect Cost: ¥2,430,000)
Fiscal Year 2019: ¥12,350,000 (Direct Cost: ¥9,500,000、Indirect Cost: ¥2,850,000)
Fiscal Year 2018: ¥10,010,000 (Direct Cost: ¥7,700,000、Indirect Cost: ¥2,310,000)
Keywordsin silico人体モデル / 計算流体力学 / 経気道曝露 / 経皮曝露 / 室内環境解析 / in silico human model / CFD / 室内空気質 / 経気道暴露 / 経皮暴露 / in sikico human model
Outline of Final Research Achievements

We developed an in silico human model to visualize health risk associated with exposure to contaminated indoor air. In particular, we developed numerical models that can predict inhalation exposure in respiratory tract and dermal exposure by deposition of gas-phase contaminant. Specifically, (1)we newly developed physiologically based pharmacokinetic/toxicokinetic models that reproduce inhalation exposure and dermal exposure, and (2)these models were integrated into the in silico human model that precisely reproduced body surface and respiratory tract geometry. (3) We also established a comprehensive analysis method for human-environment systems that integrates in silico human model and computational fluid dynamics (CFD) technique. Finally, (4)we conducted demonstrative analyses for e-cigarette smoking in an indoor environment and showed quantitatively the potential effects of e-cigarette smoking on local tissue dosimetry and the deterioration of indoor air quality.

Academic Significance and Societal Importance of the Research Achievements

建築空間における健康影響評価のための研究手法である被験者実験は,非常に有用なデータ取得が可能である一方,その実施には倫理的制約がある.被験者実験を補完・代替する夕食な手法がコンピュータ上に人体生理を再現したin silico人体モデルによる数値実験法である.本研究では汎用的な室内環境設計に適用される既存の環境解析技術に統合可能で,経気道・経皮曝露を定量的に評価可能な全く新しいコンセプトのin silico人体モデルを開発した.この成果により,不完全混合場を対象とした局所領域環境制御を目的とする自由度の高いパラメトリック解析が可能となる.

Report

(5 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (76 results)

All 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (6 results) Journal Article (39 results) (of which Int'l Joint Research: 27 results,  Peer Reviewed: 39 results,  Open Access: 3 results) Presentation (28 results) (of which Int'l Joint Research: 28 results,  Invited: 4 results) Remarks (3 results)

  • [Int'l Joint Research] RMIT University(オーストラリア)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] ADRI(オーストラリア)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] RMIT University(オーストラリア)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] RMIT University(オーストラリア)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] UNRE(ベトナム)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] RMIT University(オーストラリア)

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Exhaled Jet and Viral-Laden Aerosol Transport from Nasal Sneezing2022

    • Author(s)
      Salati Hana、Fletcher David F.、Khamooshi Mehrdad、Dong Jingliang、Ito Kazuhide、Vahaji Sara、Inthavong Kiao
    • Journal Title

      Aerosol and Air Quality Research

      Volume: 22 Issue: 4 Pages: 210338-210338

    • DOI

      10.4209/aaqr.210338

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] SARS-CoV-2 Dynamics in the Mucus Layer of the Human Upper Respiratory Tract Based on Host?Cell Dynamics2022

    • Author(s)
      Li Hanyu、Kuga Kazuki、Ito Kazuhide
    • Journal Title

      Sustainability

      Volume: 14 Issue: 7 Pages: 3896-3896

    • DOI

      10.3390/su14073896

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dispersion characteristics of oral microbial communities in a built environment2022

    • Author(s)
      Yanagi U、Kato Shinsuke、Nagano Hideaki、Ito Kazuhide、Yamanaka Toshio、Momoi Yoshihisa、Kobayashi Hikaru、Hayama Hirofumi
    • Journal Title

      JAPAN ARCHITECTURAL REVIEW

      Volume: 5(2) Issue: 2 Pages: 12261-12261

    • DOI

      10.1002/2475-8876.12261

    • NAID

      210000188875

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] CO2 emission rates from sedentary subjects under controlled laboratory conditions2022

    • Author(s)
      Sakamoto Mitsuharu、Li Mengze、Kuga Kazuki、Ito Kazuhide、Bek? Gabriel、Williams Jonathan、Wargocki Pawel
    • Journal Title

      Building and Environment

      Volume: 211 Pages: 108735-108735

    • DOI

      10.1016/j.buildenv.2021.108735

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The effects of ventilation and temperature on sleep quality and next-day work performance: pilot measurements in a climate chamber2022

    • Author(s)
      Fan Xiaojun、Shao Huiqi、Sakamoto Mitsuharu、Kuga Kazuki、Lan Li、Wyon David P.、Ito Kazuhide、Bivolarova Mariya P.、Liao Chenxi、Wargocki Pawel
    • Journal Title

      Building and Environment

      Volume: 209 Pages: 108666-108666

    • DOI

      10.1016/j.buildenv.2021.108666

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Breathing zone and exhaled air re‐inhalation rate under transient conditions assessed with a computer‐simulated person2022

    • Author(s)
      Kuga Kazuki、Wargocki Pawel、Ito Kazuhide
    • Journal Title

      Indoor Air

      Volume: 32 Issue: 2 Pages: 13003-13003

    • DOI

      10.1111/ina.13003

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Pollutant capture efficiencies in and around the opening surface of a fume hood under realistic conditions2022

    • Author(s)
      Muta Ryota、Chung Juyeon、Li Cong、Yoo Sung-Jun、Ito Kazuhide
    • Journal Title

      Indoor and Built Environment

      Volume: 32 Issue: 6 Pages: 1-10

    • DOI

      10.1177/1420326x211066538

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hygro-thermo-chemical transfer analysis of clothing microclimate using three-dimensional digital clothing model and computer-simulated person2022

    • Author(s)
      Murota Kei、Kang Yujin、Hyodo Sena、Yoo Sung-Jun、Takenouchi Kazuki、Tanabe Shin-ichi、Ito Kazuhide
    • Journal Title

      Indoor and Built Environment

      Volume: 32 Issue: 6 Pages: 1-10

    • DOI

      10.1177/1420326x211059449

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Emission rate of carbon dioxide while sleeping2021

    • Author(s)
      Fan Xiaojun、Sakamoto Mitsuharu、Shao Huiqi、Kuga Kazuki、Ito Kazuhide、Lan Li、Wargocki Pawel
    • Journal Title

      Indoor Air

      Volume: 31 Issue: 6 Pages: 2142-2157

    • DOI

      10.1111/ina.12911

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A critical overview of adsorption kinetics for cooling and refrigeration systems2021

    • Author(s)
      Muttakin Mahbubul、Pal Animesh、Rupa Mahua Jahan、Ito Kazuhide、Saha Bidyut Baran
    • Journal Title

      Advances in Colloid and Interface Science

      Volume: 294 Pages: 102468-102468

    • DOI

      10.1016/j.cis.2021.102468

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Hybrid emergency ventilation system for controlling inhaled contaminant dose in the case of chemical leakage2021

    • Author(s)
      Ichimiya Shun、Murga Alicia、Yoo Sung-Jun、Sumiyoshi Eisaku、Harashima Hiroshi、Long Zhengwei、Ito Kazuhide
    • Journal Title

      Indoor and Built Environment

      Volume: 31 Issue: 3 Pages: 696-709

    • DOI

      10.1177/1420326x211026360

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Computational fluid dynamics comparison of impaired breathing function in French bulldogs with nostril stenosis and an examination of the efficacy of rhinoplasty2021

    • Author(s)
      Khoa Nguyen Dang、Phuong Nguyen Lu、Tani Kenji、Inthavong Kiao、Ito Kazuhide
    • Journal Title

      Computers in Biology and Medicine

      Volume: 134 Pages: 104398-104398

    • DOI

      10.1016/j.compbiomed.2021.104398

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The effects of warmth and CO2 concentration, with and without bioeffluents, on the emission of CO2 by occupants and physiological responses2021

    • Author(s)
      Kuga Kazuki、Ito Kazuhide、Wargocki Pawel
    • Journal Title

      Indoor Air

      Volume: 31 Issue: 6 Pages: 2176-2187

    • DOI

      10.1111/ina.12852

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Secondary indoor air pollution and passive smoking associated with cannabis smoking using electric cigarette device?demonstrative in silico study2021

    • Author(s)
      Kuga Kazuki、Ito Kazuhide、Chen Wenhao、Wang Ping、Fowles Jeff、Kumagai Kazukiyo
    • Journal Title

      PLOS Computational Biology

      Volume: 17 Issue: 5 Pages: 1009004-1009004

    • DOI

      10.1371/journal.pcbi.1009004

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Returning characteristics of pollutants for a local domain in the presence of returning and recirculating airflow in indoor environments2021

    • Author(s)
      Lim Eunsu、Sandberg Mats、Ito Kazuhide
    • Journal Title

      Indoor Air

      Volume: 31 Issue: 4 Pages: 12803-12803

    • DOI

      10.1111/ina.12803

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Inhalation airflow and ventilation efficiency in subject-specific human upper airways2021

    • Author(s)
      Xu Chang、Khoa Nguyen Dang、Yoo Sung-Jun、Zheng Xin、Shen Shifei、Ito Kazuhide
    • Journal Title

      Respiratory Physiology & Neurobiology

      Volume: 285 Pages: 103587-103587

    • DOI

      10.1016/j.resp.2020.103587

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Numerical analysis of nanoparticle transport and deposition in a cynomolgus monkey nasal passage2021

    • Author(s)
      Dong Jingliang、Ma Jiawei、Tian Lin、Inthavong Kiao、Ito Kazuhide、Tu Jiyuan
    • Journal Title

      International Journal for Numerical Methods in Biomedical Engineering

      Volume: 37 Issue: 2 Pages: 3414-3414

    • DOI

      10.1002/cnm.3414

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Experimental study of oil mist characteristics generated from minimum quantity lubrication and flood cooling2021

    • Author(s)
      Wang Yiwen、Murga Alicia、Long Zhengwei、Yoo Sung-Jun、Ito Kazuhide
    • Journal Title

      Energy and Built Environment

      Volume: 2 Issue: 1 Pages: 45-55

    • DOI

      10.1016/j.enbenv.2020.05.005

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Numerical modeling of nanoparticle deposition in realistic monkey airway and human airway models: a comparative study2020

    • Author(s)
      Dang Khoa Nguyen、Phuong Nguyen Lu、Ito Kazuhide
    • Journal Title

      Inhalation Toxicology

      Volume: 32 Issue: 7 Pages: 311-325

    • DOI

      10.1080/08958378.2020.1800148

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Investigation of transient and heterogeneous micro-climate around a human body in an enclosed personalized work environment2020

    • Author(s)
      Wang Chong、Yoo Sung-Jun、Tanabe Shin-ichi、Ito Kazuhide
    • Journal Title

      Energy and Built Environment

      Volume: 1 Issue: 4 Pages: 423-431

    • DOI

      10.1016/j.enbenv.2020.04.011

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Decreasing inhaled contaminant dose of a factory worker through a hybrid Emergency Ventilation System: Performance evaluation in worst-case scenario2020

    • Author(s)
      Murga Alicia、Long Zhengwei、Yoo Sung-Jun、Sumiyoshi Eisaku、Ito Kazuhide
    • Journal Title

      Energy and Built Environment

      Volume: 1 Issue: 3 Pages: 319-326

    • DOI

      10.1016/j.enbenv.2020.04.007

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Comparative numerical simulation of inhaled particle dispersion in upper human airway to analyse intersubject differences2020

    • Author(s)
      Phuong Nguyen Lu、Khoa Nguyen Dang、Ito Kazuhide
    • Journal Title

      Indoor and Built Environment

      Volume: - Issue: 6 Pages: 793-809

    • DOI

      10.1177/1420326x19894128

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Numerical investigation of indoor particulate contaminant transport using the Eulerian-Eulerian and Eulerian-Lagrangian two-phase flow models2020

    • Author(s)
      Yihuan Yan, Xiangdong Li, Kazuhide Ito
    • Journal Title

      Experimental and Computational Multiphase Flow

      Volume: 2 (1) Issue: 1 Pages: 31-40

    • DOI

      10.1007/s42757-019-0016-z

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] CFD analysis of the flow structure in a monkey upper airway validated by PIV experiments2020

    • Author(s)
      Phuong Nguyen Lu、Quang Tran Van、Khoa Nguyen Dang、Kim Ji-Woong、Ito Kazuhide
    • Journal Title

      Respiratory Physiology & Neurobiology

      Volume: 271 Pages: 103304-103304

    • DOI

      10.1016/j.resp.2019.103304

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Influence of chemical reactions and turbulent diffusion on the formation of local pollutant concentration distributions2020

    • Author(s)
      Lim Eunsu、Chung Juyeon、Sandberg Mats、Ito Kazuhide
    • Journal Title

      Building and Environment

      Volume: 168 Pages: 106487-106487

    • DOI

      10.1016/j.buildenv.2019.106487

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Correlation between formaldehyde emission characteristics in enclosed desiccators with five different geometries2020

    • Author(s)
      Yujin Kang, Sung-Jun Yoo, Kazuhide Ito
    • Journal Title

      Indoor and Built Environment

      Volume: - Issue: 4 Pages: 565-577

    • DOI

      10.1177/1420326x20908918

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A numerical investigation of the potential effects of e‐cigarette smoking on local tissue dosimetry and the deterioration of indoor air quality2020

    • Author(s)
      Kuga Kazuki、Ito Kazuhide、Chen Wenhao、Wang Ping、Kumagai Kazukiyo
    • Journal Title

      Indoor Air

      Volume: - Issue: 5 Pages: 1018-1038

    • DOI

      10.1111/ina.12666

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Multi-stage optimization of local environmental quality by comprehensive computer simulated person as a sensor for HVAC control2019

    • Author(s)
      Sungjun Yoo, Kazuhide Ito
    • Journal Title

      Advances in Building Energy Research

      Volume: - Issue: 2 Pages: 1-18

    • DOI

      10.1080/17512549.2019.1588167

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Does detailed hygrothermal transport analysis in respiratory tract affect skin surface temperature distributions by thermoregulation model?2019

    • Author(s)
      Wang Chong、Yoo Sung-Jun、Ito Kazuhide
    • Journal Title

      Advances in Building Energy Research

      Volume: - Issue: 4 Pages: 1-21

    • DOI

      10.1080/17512549.2019.1607776

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computational fluid dynamics investigation of particle intake for nasal breathing by a moving body2019

    • Author(s)
      Tao Yao、Yang Wei、Ito Kazuhide、Inthavong Kiao
    • Journal Title

      Experimental and Computational Multiphase Flow

      Volume: 1 Issue: 3 Pages: 212-218

    • DOI

      10.1007/s42757-019-0014-1

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Can the inhalation exposure of a specific worker in a cross-ventilated factory be evaluated by time- and spatial-averaged contaminant concentration?2019

    • Author(s)
      Alicia Murga, Kazuki Kuga, Sung-Jun Yoo, and Kazuhide Ito
    • Journal Title

      Environmental Pollution

      Volume: 252 Pages: 1388-1398

    • DOI

      10.1016/j.envpol.2019.06.056

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Distribution of transient formaldehyde concentration in confined small glass desiccators and its impact on emission rate measurement2019

    • Author(s)
      Kang Yujin、Yoo Sung-Jun、Takenouchi Kazuki、Yoshida Hitomi、Tanabe Shin-ichi、Ito Kazuhide
    • Journal Title

      Atmospheric Environment

      Volume: 218 Pages: 116979-116979

    • DOI

      10.1016/j.atmosenv.2019.116979

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Numerical sensitivity analyses for identifying rate-limiting factors influencing total energy exchange efficiency in energy recovery ventilator2019

    • Author(s)
      Sotokawa Hajime、Chung Juyeon、Yoo Sung-Jung、Ito Kazuhide
    • Journal Title

      Indoor and Built Environment

      Volume: - Issue: 2 Pages: 245-263

    • DOI

      10.1177/1420326x19890376

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 呼吸器系統合型数値人体モデルを用いた電子煙草(e-Cigarette)使用に伴う1次・2次暴露リスクの定量評価2018

    • Author(s)
      久我一喜,劉城準,伊藤一秀
    • Journal Title

      日本建築学会環境系論文集

      Volume: 83 (754) Pages: 1005-1013

    • NAID

      130007599064

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Flow visualization through particle image velocimetry in realistic model of rhesus monkey’s upper airway2018

    • Author(s)
      Kim Ji-Woong、Phuong Nguyen Lu、Aramaki Shin-ichiro、Ito Kazuhide
    • Journal Title

      Respiratory Physiology and Neurobiology

      Volume: 251 Pages: 16-27

    • DOI

      10.1016/j.resp.2018.02.007

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Assessment of transient inhalation exposure using in silico human model integrated with PBPK-CFD hybrid analysis2018

    • Author(s)
      Yoo Sung-Jun、Ito Kazuhide
    • Journal Title

      Sustainable Cities and Society

      Volume: 40 Pages: 317-325

    • DOI

      10.1016/j.scs.2018.04.023

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Measurement of heating coil temperature for e-cigarettes with a “top-coil” clearomizer2018

    • Author(s)
      Chen Wenhao、Wang Ping、Ito Kazuhide、Fowles Jeff、Shusterman Dennis、Jaques Peter A.、Kumagai Kazukiyo
    • Journal Title

      PLOS ONE

      Volume: 13(e0195925) Issue: 4 Pages: 1-13

    • DOI

      10.1371/journal.pone.0195925

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Particle and inhalation exposure in human and monkey computational airway models2018

    • Author(s)
      Lu Phuong Nguyen、Dang Khoa Nguyen、Inthavong Kiao、Ito Kazuhide
    • Journal Title

      Inhalation Toxicology

      Volume: 30 Issue: 11-12 Pages: 416-428

    • DOI

      10.1080/08958378.2018.1545810

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Theoretical framework to evaluate minimum desorption temperature for IUPAC classified adsorption isotherms2018

    • Author(s)
      Muttakin Mahbubul、Mitra Sourav、Thu Kyaw、Ito Kazuhide、Saha Bidyut Baran
    • Journal Title

      International Journal of Heat and Mass Transfer

      Volume: 122 Pages: 795-805

    • DOI

      10.1016/j.ijheatmasstransfer.2018.01.107

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Presentation] Computer simulated person for predicting inhalation exposure and airborne infection2022

    • Author(s)
      Kazuhide Ito
    • Organizer
      SCONNA 2022
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] In Silico Modeling for Airborne Transmission of Inhaled Virus-Laden Droplets and Host Cell Dynamics in the Respiratory System2021

    • Author(s)
      Kazuhide Ito
    • Organizer
      TSIEQ 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Integrated CFD and In Silico Modeling for Airborne Transmission Analysis in Indoor Environment2021

    • Author(s)
      Kazuhide Ito
    • Organizer
      ISHVAC 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] In Silico Human Model based Indoor Design for Healthy Environment2021

    • Author(s)
      Kazuhide Ito
    • Organizer
      2021 International Conference of Green Building and Low Carbon Technology
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Numerical infectious risk assessment of airborne particle dispersion in commuter bus interior environment2020

    • Author(s)
      Akira Kurokawa, Hideaki Koyama, Kazuhide Ito
    • Organizer
      Indoor Air 2020, South Korea
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Inhalation exposure risk assessment associated with inappropriate use of fume hood2020

    • Author(s)
      Ryota Muta, Sung-Jun Yoo, Kazuhide Ito
    • Organizer
      Indoor Air 2020, South Korea
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Three Dimensional Clothing Model integrated with Computer Simulate Person for Computational Fluid Dynamics Simulation2020

    • Author(s)
      Yujin Kang, Murota Kei, Kazuki Kuga, Sung-Jun Yoo, Kazuki Takenouchi, Shin-ichi Tanabe and Kazuhide Ito
    • Organizer
      Indoor Air 2020, South Korea
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Flow and Hygrothermal Transfer Analysis in Three Dimensional Clothing Model integrated with Computer Simulate Person2020

    • Author(s)
      Murota Kei, Yujin Kang, Kazuki Kuga, Sung-Jun Yoo, Kazuki Takenouchi, Shin-ichi Tanabe and Kazuhide Ito
    • Organizer
      Indoor Air 2020, South Korea
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Transient micro-climate formation around computer simulated person in Personalized Work Environment2020

    • Author(s)
      Sung-Jun Yoo, Chong Wang, Shin-ichi Tanabe, Kazuhide Ito
    • Organizer
      Indoor Air 2020, South Korea
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Heterogeneity of Ultrafine Particle deposition patterns in Two Realistic Human Upper Airway Models2020

    • Author(s)
      Nguyen Dang Khoa, Nguyen Lu Phuong, Kazuhide Ito
    • Organizer
      Indoor Air 2020, South Korea
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Inhalation Exposure Risk Assessment of High Concentration and Short-Term Exposure: Numerical Prediction of Transient Emission Characteristics from Mixed Solution leaked in Indoors2020

    • Author(s)
      Eisaku Sumiyoshi, Hiroshi Harashima and Kazuhide Ito
    • Organizer
      Indoor Air 2020, South Korea
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Small Test Chamber Experiment and Numerical Modeling for Sorption and Re-emission of Leaked Liquid-phase Chemicals on Three Types of Mortar Samples2020

    • Author(s)
      Hiroshi Harashima, Eisaku Sumiyoshi1, Kazuhide Ito
    • Organizer
      Indoor Air 2020, South Korea
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of Numerical Heat and Mass Transfer Model for Predicting Total Heat Exchange Performance in Energy Recovery Ventilator2019

    • Author(s)
      Hajime Sotokawa, Keiji Kameishi, Juyeon Chung, Sung-Jun Yoo, Kazuhide Ito
    • Organizer
      IAQVEC 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Comparative inhalation exposure/toxicology analysis of e-cigarette vapors with different puffing behaviors using PBPK-CSP-CFD approach2019

    • Author(s)
      Kazuki Kuga, Hideaki Koyama, Kazuhide Ito
    • Organizer
      IAQVEC 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Short-term and Long-term personal inhalation risk assessment based on hybrid analysis using Network Modeling and CFD with computer simulated person2019

    • Author(s)
      Alicia Murga and Kazuhide Ito
    • Organizer
      IAQVEC 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Factors Controlling the Formaldehyde Emission Rate from Building Materials in Small, Airtight, Glass Desiccators2019

    • Author(s)
      Yujin Kang, Sung-jun Yoo, Kazuhide Ito
    • Organizer
      IAQVEC 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improvement of human thermoregulation model for in silico human by detail respiratory heat loss analysis2019

    • Author(s)
      Chong Wang, Sung-Jun Yoo, Kazuhide Ito
    • Organizer
      ISHVAC 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] CFD simulations of airflow in and around the human body2019

    • Author(s)
      Kazuhide Ito
    • Organizer
      ISHVAC 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Numerical Model for Estimating Transient Air Emissions from Mixed Solution with multiple Chemical Components - Development of Numerical Tools for Health Risk Assessment of High Concentration and Short-Term Exposure2019

    • Author(s)
      Eisaku Sumiyoshi, Kentaro Sakai, Hiroshi Harashima, Alicia Murga, and Kazuhide Ito
    • Organizer
      IMAT 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Discussions regarding performance improvement possibility of energy exchange efficiency in energy recovery ventilators by sensitivity numerical analyses2019

    • Author(s)
      Hajime Sotokawa and Kazuhide Ito
    • Organizer
      IMAT 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Emergency Ventilation System: Displacement versus hybrid push-pull ventilation performance in a factory2019

    • Author(s)
      Alicia Murga, Eisaku Sumiyoshi and Kazuhide Ito
    • Organizer
      IMAT 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Assessment of E-cigarette smoking using in silico human respiratory tract model integrated with coupled PBPK-CFD analysis2018

    • Author(s)
      Kazuki Kuga, Sung-Jun Yoo, Kazuhide Ito, Wenhao Chen, Ping Wang, Jeff Fowles, Dennis Shusterman, Kazukiyo Kumagai
    • Organizer
      Roomvent/Ventilation 2018, Helsinki, pp283-288
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Comparative numerical simulation of airflow and inhaled particles transportation in upper airway for inter-subjects of human2018

    • Author(s)
      Nguyen Lu Phuong, N.D. Khoa, and Kazuhide Ito
    • Organizer
      Roomvent/Ventilation 2018, Helsinki, pp295-300
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimation of diurnally-averaged inhalation exposure risk in a naturally cross-ventilated factory by NWP-CFD integrated analysis2018

    • Author(s)
      Alicia Murga and Kazuhide Ito
    • Organizer
      Roomvent/Ventilation 2018, Helsinki, pp301-306
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Impact of Hygrothermal Transfer Analysis in Numerical Respiratory Tract on Skin Surface Temperature Evaluation by Stolwijk Model2018

    • Author(s)
      Chong Wang, Sung-Jun Yoo, Kazuhide Ito
    • Organizer
      Roomvent/Ventilation 2018, Helsinki, pp307-312
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Integrated PBPK-CFD-CSP Analysis for Dermal Exposure Assessment in Indoor Environment2018

    • Author(s)
      Hideaki Koyama, Kazuki Kuga, Sung-Jun Yoo, Kazuhide Ito
    • Organizer
      Roomvent/Ventilation 2018, Helsinki, pp289-294
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mathematical modeling of photocatalytic oxidation process of toluene for building material with locally doped titanium dioxide2018

    • Author(s)
      Koki Nakahara, Shigeto Yamasaki, Kazuhide Ito
    • Organizer
      Roomvent/Ventilation 2018, Helsinki, pp1031-1036
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multi-stage optimization of local environmental quality by comprehensive computer simulated person as sensor for air conditioning control2018

    • Author(s)
      Sung-Jun Yoo, Kazuhide Ito
    • Organizer
      The 8th International Conference on Energy and Environment of Residential Buildings, 19-21 November 2018 in Wellington, New Zealand
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Remarks] 九州大学総合理工学研究院 伊藤研究室

    • URL

      http://www.phe-kyudai.jp/index.html

    • Related Report
      2021 Annual Research Report 2019 Annual Research Report
  • [Remarks] 九州大学総合理工学研究院 伊藤研究室

    • Related Report
      2020 Annual Research Report
  • [Remarks] 九州大学 総合理工学研究院 伊藤研究室

    • Related Report
      2018 Annual Research Report

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Published: 2018-04-23   Modified: 2023-01-30  

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