学位

• 博士（工学）(早稲田大学)

経歴

学歴

受賞

• 学術賞
• 令和３年度 （2021年度年次大会講演）優秀講演賞
• Outstanding contribution in Reviewing
• Outstanding contribution in Reviewing
• ISHPC2017, Young Researcher Award
• 日本冷凍空調学会賞・会長奨励賞

その他

論文

• Prediction of Boiling Heat Transfer Coefficient for Micro-Fin Using Mini-Channel [DOI] [Othres link]
• Feed-Forward Compensation for Emulator-Type Testing Facilities [DOI]
• Thermodynamic optimization of heat exchanger circuitry via genetic programming [DOI]
• Development of a variable refrigerant flow system emulator to host the second World Championship in Cybernetic Building Optimization [DOI] [Othres link]
• Implementation of scalable performance monitoring method for air conditioners [DOI]
• Reproducibility assessment of an emulator-type load-based testing methodology [DOI]
• EXPERIMENTAL AND THEORETICAL CHARACTERIZATION OF TWO-PHASE FLOW DISTRIBUTION IN UNBALANCED FLOW NETWORKS [DOI]
• Circuitry optimization using genetic programming for the advancement of next generation refrigerants [DOI] [ResearchMap]
• Experimental verification of artificial neural network scalability for performance monitoring of multi-split type air conditioners [DOI] [ResearchMap]
• エミュレーター式負荷試験装置によるエアコンディショナーの動的試験
• Dynamic analysis of single–double-effect absorption chiller with variable thermal conductance during partial-load operation [DOI] [Scopus] [Scopus]
• Development and validation of a variational formulation of Two-Phase flow distribution [DOI]
• Emulator-type load-based tests for dynamic performance characterization of air conditioners [DOI]
• 遺伝的冷媒流路生成アルゴリズムを用いた熱交換器の最適化に関する研究 [CiNii Books] [CiNii Research]
• Experimental performance of a three-fluid desiccant contactor using a novel ionic liquid [DOI]
• Multiobjective geometry optimization of microchannel heat exchanger using real-coded genetic algorithm [DOI]
• Performance assessment of an R32 commercial heat pump water heater in different climates [DOI]
• Variational formulation of non-equilibrium void fraction [DOI] [Web of Scientce] [ResearchMap]
• Thermodynamic investigation of asynchronous inverse air cycle integrated with compressed-air energy storage [DOI]
• Intelligent performance prediction of air conditioning systems based on refrigerant temperatures [DOI]
• Design of a Numerical Simulator for Finned-Tube Heat Exchangers with Arbitrary Circuitry [DOI] [Othres link]
• Numerically Trained Artificial Neural Network for Experimental Performance Prediction of Air Conditioning Systems
• Variational formulation of stationary two-phase flow distribution [DOI]
• Absorption heat transformer - state-of-the-art of industrial applications [DOI]
• Non-Equilibrium Formulation of Void Fraction in Two-Phase Flows [DOI] [Web of Scientce]
• A cost effective and non-intrusive method for performance prediction of air conditioners under fouling and leakage effect [DOI] [Web of Scientce]
• Semitheoretical formulation of annular flow void fraction using the principle of minimum entropy production [DOI] [Scopus] [Scopus]
• Experimental implementation of artificial neural network for cost effective and non-intrusive performance estimation of air conditioning systems [DOI] [Web of Scientce]
• Prediction of two-phase flow distribution in microchannel heat exchangers using artificial neural network [DOI] [Scopus] [Scopus]
• Numerical investigation of CO2 heat pump water heater performance [DOI]
• Experimental performance analysis and simulation of an internally cooled liquid desiccant air conditioning system using a novel ionic liquid [DOI]
• Thermodynamic investigation of asynchronous open inverse air cycle integrated with compressed air energy storage [DOI]
• Assessment of surfactant-induced Marangoni convection within high-temperature aqueous Lithium-Bromide solution [DOI]
• Flow characteristics and noise diagnosis of hydrogen charging solenoid valve in hydrogen- fueled automobile
• Formulation of steady-state void fraction through the principle of minimum entropy production [DOI] [Othres link]
• Film rupture and partial wetting over flat surfaces with variable distributor width [DOI] [Othres link]
• Optimization of HVAC system energy consumption in a building using artificial neural network and multi-objective genetic algorithm [Othres link]
• Simplified expressions of the transfer coefficients on a partially wet absorber tube [DOI] [Othres link]
• Seasonal Performance Evaluation of CO2 Open Refrigerated Display Cabinets [Othres link]
• Characterization of two-phase flow distribution in microchannel heat exchanger header for air-conditioning system [DOI] [Web of Scientce] [Othres link]
• A practical heat and mass transfer model between air and ionic liquid solution in an internally cooled dehumidifier with partial wetting. [DOI]
• Comparative analysis of ionic liquids as sorptive media for absorption cooling systems. [DOI]
• Dynamic modeling of room temperature and thermodynamic efficiency for direct expansion air conditioning systems using Bayesian neural network [DOI] [Web of Scientce] [Othres link]
• Semi-theoretical model of the wetting characteristics of aqueous ionic liquid on an aluminium finned-tube desiccant contactor [DOI] [Scopus] [Scopus]
• Semitheoretical Prediction of the Wetting Characteristics of Aqueous Ionic Liquid Solution on an Aluminum Finned-Tube Desiccant Contactor [DOI] [Othres link]
• Development and validation of an analytical formulation of the Nusselt and Sherwood numbers on a partially wetted absorber tube [DOI] [Othres link]
• Numerical simulation of Marangoni convection within absorptive aqueous Li-Br [DOI] [Othres link]
• Operation performance enhancement of single-double-effect absorption chiller [DOI] [Othres link] [Othres link]
• General correlations for the heat and mass transfer coefficients in an air-solution contactor of a liquid desiccant system and an experimental case application [DOI] [Othres link] [Othres link]
• Heat and mass transfer coefficients of falling-film absorption on a partially wetted horizontal tube [DOI] [Othres link] [Othres link]
• Experimental investigation of the wetting characteristics of an aqueous ionic liquid solution on an aluminum fin-tube substrate,Étude expérimentale des caractéristiques de mouillage d'une solution aqueuse de liquide ionique sur un substrat à tube à ailett [DOI] [Othres link] [Othres link]
• Experimental investigation of the wetting characteristics of an aqueous ionic liquid solution on an aluminum fin-tube substrate [DOI] [Othres link]
• Thermodynamic analysis of irreversible desiccant systems [DOI] [Othres link] [Othres link]
• Performance evaluation method of heat pump driven refrigerated display cabinets [DOI] [Othres link] [Othres link]
• Annular flow stability within small-sized channels [DOI] [Web of Scientce] [Othres link] [Othres link]
• GRE 論文集 [CiNii Research (CiNii Articles)]
• Cascade refrigeration system with inverse Brayton cycle on the cold side [DOI] [Web of Scientce] [Othres link] [Othres link]
• Experimental performance of a double-lift absorption heat transformer for manufacturing-process steam generation [DOI] [Web of Scientce] [Othres link] [Othres link]
• Analytical solution of film mass-transfer on a partially wetted absorber tube [DOI] [Web of Scientce] [Othres link] [Othres link]
• Derivation and validation of dimensionless models for the heat and mass transfer coefficients of a structured packed bed dehumidifier
• マイクロチャンネル垂直ヘッダーにおけるR410Aの二相流分配特性 [DOI] [CiNii Research] [Othres link]
• EXPERIMENT AND VISUALIZATION OF R410A FLOW DISTRIBUTION WITHIN THE VERTICAL HEADER OF MICROCHANNEL HEAT EXCHANGER [DOI] [Web of Scientce]
• EXPERIMENT AND VISUALIZATION OF R410A FLOW DISTRIBUTION WITHIN THE VERTICAL HEADER OF MICROCHANNEL HEAT EXCHANGER [Web of Scientce]
• Solar-assisted single-double-effect absorption chiller for use in Asian tropical climates [DOI] [Web of Scientce] [Othres link] [Othres link]
• Wetting behavior of a liquid film on an internally-cooled desiccant contactor [DOI] [Web of Scientce] [Othres link] [Othres link]
• Optimization of a cascade refrigeration system using refrigerant C3H8 in high temperature circuits (HTC) and a mixture of C2H6/CO2 in low temperature circuits (LTC) [DOI] [Web of Scientce] [Othres link] [Othres link]
• Thermodynamic optimization of three-thermal irreversible systems [DOI] [Othres link] [Othres link]
• Entropy parameters for falling film absorber optimization [DOI] [Web of Scientce] [Othres link] [Othres link]
• Analytical description of falling film absorption [Othres link] [Othres link]
• Irreversibility analysis of falling film absorption over a cooled horizontal tube [DOI] [Web of Scientce] [Othres link] [Othres link]
• Thermodynamic Analysis of Irreversible Heat-transformers [DOI] [Web of Scientce]
• Local entropy generation analysis of water vapour absorption in a LiBr-H2O solution film, over a horizontal cooled tube [DOI] [Othres link] [Othres link]
• Cascade refrigeration system with inverse Brayton cycle on the cold side [DOI] [Othres link] [Othres link]
• Entropy parameters for desiccant wheel design [DOI] [Web of Scientce] [Othres link] [Othres link]
• Thermodynamic analysis of regenerated air-cycle refrigeration in high and low pressure configuration [DOI] [Web of Scientce] [Othres link] [Othres link]

その他業績

• 低GWP冷媒を採用した次世代冷凍空調技術の実用化評価に関する研究開発(第2報)2019年度の取り組みと成果—Development of Assessment Techniques for Next-Generation Refrigerant with Low GWP Values(2nd Report)Efforts and Outcomes of FY2019 [CiNii Research] [Othres link]
• 低GWP冷媒を採用した次世代冷凍空調技術の実用化評価に関する研究開発(第1報)次世代低GWP冷媒のサイクル性能評価研究の概要と2018年度の取り組み—Development of Assessment Techniques for Next-Generation Refrigerant with Low GWP Values(1st Report)Outline of the Research of Cycle Performance Evaluation for Next-Generation Refrigerant with Low GWP and the Approach in 2018 [CiNii Research] [Othres link]
• 流下液膜式吸収器の熱・物物質移動係数に関する解析的検討 [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• マイクロチャンネル熱交換器の垂直ヘッダーにおける広範囲流量分配特性 [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• 冷凍冷蔵ショーケースの年間性能評価に関する研究 [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• フィンチューブ接触器における流下液膜の濡れ性の解明 [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Energy-based criterion for annular two-phase flow stability in mini- and micro-channels [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• 流下液膜式吸収器における吸収現象に関する実験研究 [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Marangoni convection within absorptive falling films over an inclined wall Modelling and numerical simulations [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• Hysteresis phenomena of annular flow dryout within small-size channels Development of a thermodynamic model [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• A new model for partial wetting of inclined surfaces [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]
• 吸収器の水平管流下膜構成における熱と物質移動係数の解析式 [CiNii Research (CiNii Articles)] [CiNii Books] [Othres link]

講演・口頭発表等

• 次世代熱システムの設計と制御のための人工知能と機械学習
• Dynamic performance characterization of air conditioners with emulator-type load-based tests
• Evolutionary optimization of heat exchanger refrigerant circuitry,
• New characteristics and temperature limitations of surfactant-induced Marangoni convection [ResearchMap]
• Evolutionary optimization of heat exchanger circuitries for the advancement of next-generation refrigerants [ResearchMap]
• Emulator-type load-based testing methodology for air-to-air heat pumps
• A Variational Framework for the Theoretical Modelling of Thermal Systems
• Genetic refrigerant path-algorithm ～ Evolutionary optimization of heat exchanger circuitries for the advancement of next generation refrigerants
• Novel Technique for the Performance Assessment of Next-Generation Refrigerants ― Thermo-Genetic Path-Algorithm for Refrigerant Circuitry Optimization in Finned-Tube Heat Exchangers ―
• Optimization of refrigerant circuitry within finned-tube heat exchangers using thermo-genetic path-algorithm
• Development of an Emulator-Based Assessment Method for Representative Evaluation of the Dynamic Performance of Air Conditioners
• Development of a Standardized Refrigerant Evaluation Tool for Air Conditioning and Refrigeration Equipment Using a General-Purpose Energy-Analysis Simulator
• Variational Framework for the Theoretical Modelling of Thermal Systems
• 低温固体表面における過冷却液滴の凍結特性解明とその凍結予測に関する研究
• 低GWP 冷媒を採用した次世代冷凍空調技術の実用化評価に関する研究開発 第6報：2020年度のシミュレーター開発の取り組みと成果
• リキッドデシカント調湿空調システムの高効率化
• 流下液膜式吸収器の濡れ性とマランゴニ対流の評価
• 低GWP 冷媒を採用した次世代冷凍空調技術の実用化評価に関する研究開発 第5報：ハイブリッド型性能評価装置の開発に関する取り組みと成果
• 低GWP 冷媒を採用した次世代冷凍空調技術の実用化評価に関する研究開発 第4報：熱交換器の最適化に関する２０２０年度の取り組みと成果
• Numerically Trained Artificial Neural Network for Experimental Performance Prediction of Air Conditioning Systems
• Digital Cloning of Air-Conditioners: Scalable and generalizable system identification method using Artificial Neural Network
• Non-Equilibrium Formulation of Void Fraction in Two-Phase Flows
• CFD investigation of the wetting characteristics of aqueous ionic liquid solution on an aluminum fin-tube substrate
• Modeling of Flow Distribution in Multi-Branch Channels using the Second Law of Thermodynamics
• Design optimization of three-fluid desiccant contactor using genetic algorithm
• The Influence of Temperature on Marangoni Convection during Vapor Absorption
• Scalability and generalization in HVAC performance prediction using Artificial Neural Network
• Assessment of surfactant-induced Marangoni convection within high-temperature aqueous Lithium-Bromide solution
• Numerical Investigation of CO2 Heat Pump Water Heater Performance
• Experimental performance analysis and simulation of an internally cooled liquid desiccant air conditioning system using a novel ionic liquid
• Thermodynamic investigation of asynchronous open inverse air cycle integrated with compressed air energy storage
• Semi-Theoretical Formulation of Annular Flow Void-Fraction
• Numerical investigation of mixed refrigerants flow in the expansion valve
• Development of Assessment Techniques for Next Generation Refrigerant with Low GWP Values
• Semi-theoretical model of ionic liquid wetting characteristics on a gas-liquid finned-tube contactor
• A practical heat and mass transfer model between air and ionic liquid solution in an internally cooled dehumidifier with partial wetting
• Comparative analysis of ionic liquids as sorptive media for absorption cooling systems
• Development of Finned-Tube Heat Exchanger Simulator for Heat Pumps
• Theoretical Formulation of Two-phase Flow Distribution in Microchannel Heat Exchangers using Electric Circuit Analogy
• Numerical Simulation of Falling-Film Absorbers at High Temperature
• Numerical simulations of finned-tube heat exchangers with arbitrary connectivity and flexible set of input conditions
• フィンチューブ型気液接触器におけるイオン液体水溶液の濡れ性の理論的検討
• Annual performance evaluation of CO2 refrigerated display cabinets relative to geographical location
• Influence of the Fluid Distribution Width on the Wettability of Rivulet Flow over Vertical Flat Surfaces
• Film Rupture and Partial Wetting over Flat Surfaces
• Modelling of water vapor absorption by aqueous ionic liquid fluids in a vertical-tube falling film absorber
• MULTISTAGE TYPE-II ABSORPTION HEAT PUMP FOR STEAM GENERATION UP TO 180°C; Development and Performance Demonstration
• Thermodynamic analysis of irreversible desiccant systems
• Performance evaluation method of heat pump driven refrigerated display cabinets
• Thermodynamic modelling of Two-Phase Flow within Heat Pump systems
• Two-phase Flow Distribution at Wider Flow Range within the Vertical Header of Microchannel Heat Exchanger
• Annual Performance Evaluation of Refrigerated Display Cabinets
• 流下液膜式吸収器の熱・物物質移動係数に関する解析的検討
• フィンチューブ接触器における流下液膜の濡れ性の解明
• Numerical simulation of Marangoni convection within horizontal tube falling film absorbers
• Numerical simulation of Marangoni convection within absorptive aqueous Li-Br
• Simplified expressions of the transfer coefficients on a partially wet absorber tube
• Correlations for the Heat and Mass Transfer Coefficients in a Structured Packed Bed Regenerator
• Two-phase flow distribution of R410A within the vertical header of a microchannel heat exchanger
• Thermodynamic modelling of humid-air expansion within an R717/R729 cascade refrigeration system for cold store applications
• Experiment and Visualization of R410A Flow Distribution within the Vertical Header of Microchannel Heat Exchanger
• Derivation and Validation of Dimensionless Models for the Heat and Mass Transfer Coefficients of a Structured Packed Bed Dehumidifier
• Effect of internal and external wetting on the global transfer coefficients inside high temperature absorbers
• Marangoni convection within absorptive falling films over an inclined wall, Modelling and numerical simulations
• 流下液膜式吸収器における吸収現象に関する実験研究
• Analytical description of falling film absorption
• Energy-based criterion for annular two-phase flow stability in mini- and micro-channels
• Energy-based model for the prediction of mini-channels dry-out condition
• 吸収器の水平管流下膜構成における熱と物質移動係数の解析式
• Analytical study of falling film absorption on a partially wetted horizontal tube
• Local entropy generation analysis of water vapour absorption in a LiBr-H2O solution film, over a horizontal cooled tube
• Cascade refrigeration system with inverse Bryton cycle on the cold side
• Thermodynamic optimization of three-thermal irreversible systems
• A new model for partial wetting of inclined surfaces
• 濡れ性を考慮した水平流下液膜式熱交換器の熱物質移動特性
• Semi-theoretical wettability model for falling film heat exchangers
• Hysteresis phenomena of annular flow dryout within small-size channels, Development of a thermodynamic model

書籍等出版物

作品等

共同研究・競争的資金等の研究課題

• 霜生成プロセスのマクロ統一理論の構築
• 2段ターボ冷凍機の非定常解析に関する研究
• JST・ラグランジュ・ディラック力学の展開とその応用
• 省エネ化・低温室効果を達成できる次世代冷凍空調技術の最適化及び評価手法の開発／低GWP冷媒を採用した次世代冷凍空調技術の実用化評価に関する研究開発
• 機械学習によるビル用マルチエアコンの能力推定手法の研究
• Collaborative research on solar cooling absorption technologies in sub-tropical countries
• 未利用熱エネルギーの革新的活用技術研究開発／未利用熱エネルギーの革新的活用技術研究開発
• Analysis of inverse air cycle refrigeration systems for low temperature applications with particular regard to the problem of frost formation
• Study on Marangoni convection within high temperature absorbers for heat transformer applications

メディア報道

産業財産権

• 空調機の性能測定方法、空調機の性能測定装置、及び、条件発生器の制御方法
• 空調機のモニタリングシステム及びモニタリング装置

所属学協会

• 日本機械学会
• International Institute of Refrigeration (IIR)
• 公益社団法人日本冷凍空調学会
• Association of Professional Engineers of Florence (Italy)

委員歴

担当経験のある科目

• ダイナミクス B
• ダイナミクス A
• 熱力学 B
• 熱力学 A
• Heat Transfer (伝熱工学)
• Control Engineering (制御工学)
• Dynamics of Engineering Systems 1 (工学系の解析設計演習)
• IPSE Science and Engineering Laboratory 2A (Applied physics)
• IPSE Science and Engineering Laboratory 1B (Applied physics)

社会貢献活動

学術貢献活動