Lei Wang

Professor

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Biography

2012年新加坡南洋理工大学访问学者，2004年浙江大学控制系获博士学位，2000年山东大学控制学院获硕士学位，1993年山东工业大学控制系获学士学位。担任山东大学氢能研究中心主任、山东大学智能感知与电子新技术研究所所长等职。主要研究兴趣包括：机器人灵巧手及电子皮肤前沿传感技术；氢能与燃料电池、氢动力无人机、氢动力飞行汽车等绿色能源测控技术、关键装备研发及应用研究；已经培养博士及硕士研究生100余人，毕业去向集中在高校、研究所、政府公务员、华为、中兴、百度、浪潮、潍柴等企事业单位。近年来，主持科技部重点研发计划项目、国家基金委联合基金重点项目、JKW重大项目、KGJ重点项目及企业项目等纵横向科研经费5000余万元，在中科院SCI一区和二区国际期刊《IEEE Transactions on Industrial Informatics》、《IEEE Transactions on Industrial Electronics》、《IEEE Transactions on Smart Grid》、《Applied energy》、《Energy》、《Desalination》、《International journal of refrigeration》、《Energy Conversion and Management》及《Applied Thermal Engineering》等发表SCI文章60余篇，申请发明专利30余项。

Education Background

• 2001-02-24-2004-03-30
  浙江大学
  控制科学工程
• 1998-09-01-2001-02-01
  山东大学
  控制理论与控制工程
• 1989-09-01-1993-06-01
  山东工业大学
  电气技术

Work Experience

• 2004-03 — Now
  山东大学控制学院过程控制研究所
• 2001-02 — 2004-03
  浙江大学
• 1998-09 — 2001-02
  山东大学

Publication

Research direction

1. 电子皮肤

2. 机器人灵巧手

3. 氢能与燃料电池

4. 氢能无人机

5. 氢能飞行汽车

Papers

(1)夏一涵. Federated Accelerated Deep Reinforcement Learning for Multi-Zone HVAC Control in Commercial Buildings . IEEE Transactions on Smart Grid .2025 ,16 (3):2599-2610

(2)顾晨曦. Enhanced Tube-Based Event-Triggered Stochastic Model Predictive Control with Additive Uncertainties .IEEE/CAA Journal of Automatica Sinica .2025 ,12 (3):596-605

(3)张昊. A novel route for coal-fired power plants flexibility through the integration of H2/O2 burning and solid oxide electrolysis cells: Design and performance evaluation .Energy .2025 ,314

(4)郭豪威. Multi-component gas recirculation modeling approach for ejector-based passive anode system of vehicle proton exchange membrane fuel cell under full operating conditions .JOURNAL OF POWER SOURCES .2025 (653)

(5)于梅红. Multi-stage ejector based low-pressure leaking gas recirculation system for supercritical CO2 Brayton cycle .Energy .2025 (无)

(6)韩庆阳. Model optimization and mechanism analysis of two-stage ejector considering nonequilibrium condensation .Energy .2024 ,310

(7)李文亮. Influence of geometric parameters on ejector acoustics and efficiency in ejector refrigeration system .《INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID》 .2025 ,169 :429-443

(8)张海伦. Performance investigation of automobile waste heat recovery system for ejector refrigeration cycle .13th IEEE Conference on Industrial Electronics and Applications (ICIEA) .2018 :400-405

(9)陈壮. Synergistic effect of adjustable ejector structure and operating parameters in solar-driven ejector refrigeration system .Solar Energy .2023 ,250 :295

(10)王曦雯. Distributed LSTM-GCN Based Spatial-temporal Indoor Temperature Prediction in Multi-zone Buildings .IEEE Transactions on Industrial Informatics .2023 :1-10

(11)李炜. An LSTM and ANN Fusion Dynamic Model of a Proton Exchange Membrane Fuel Cell .IEEE Transactions on Industrial Informatics .2023 ,19 (4):5743-5751

(12)宋亚杰. 低温制冷系统两级喷射器设计与性能分析 .《仪器仪表学报》 .2022 ,43 (09):1-10

(13)刘加朋. Thermodynamic analysis of the steam ejector for desalination applications .Applied thermal engineering .2019 ,159

(14)秦彪. 燃料电池供气系统的自适应滑模控制 .《控制理论与应用》 .2022 :1-9

(15)王凯. An extended mechanism model of gaseous ejectors .energy .2023 ,264

(16)陈壮. Synergistic effect of adjustable ejector structure and operating parameters in solar-driven ejector refrigeration system .Solar Energy .2023 (250):295

(17)薛浩渊. Design and investigation of multi-nozzle ejector for PEMFC hydrogen recirculation .International journal of hydrogen energy .2020 ,45 (28):14500-14516

(18)薛浩渊. Design and investigation of a two-stage vacuum ejector for MED-TVC system .Applied thermal engineering .2020 ,167

(19)杜志强. Performance investigation on a coaxial-nozzle ejector for PEMFC hydrogen recirculation system .International journal of hydrogen energy .2021 ,46 (76):38026

(20)宋亚杰. A twin-nozzle ejector for hydrogen recirculation in wide power operation of polymer electrolyte membrane fuel cell system .Applied energy .2021 ,300

(21)尹晓红. Cooperative control of air and fuel feeding for PEM fuel cell with ejector-driven recirculation .Applied Thermal .2021 ,199

(22)江连杰. Hybrid Multitask Multi-Information Fusion Deep Learning for Household Short-Term Load Forecasting .IEEE Transactions on Smart Grid .2021 ,12 (6):5362

(23)王雷. WSN Multilateration Algorithm Based on Landweber Iteration .2009 9th International Conference on Electronic Measurement & Instruments (ICEMI 2009) .2009

(24)王雷. A new analytical model for short-time response of vertical ground heat exchangers using equivalent diameter method .Energy and buildings .2016 ,119 (1872-6178):13

(25)王雷. Effects of Superheated Steam on Non-equilibrium Condensation in Ejector Primary Nozzle .International Journal of Refrigeration .2016 ,67 (1879-2081):214

(26)王雷. Numerical study and design of a two-stage ejector for subzero refrigeration .Applied thermal engineering .2016 ,108 (0000-0000):436

(27)王雷. Numerical and experimental study of a novel compact micro fluidized beds reactor for CO2 capture in HVAC .Energy and buildings .2017 ,135 (1872-6178):128

(28)王雷. A new WSN localization algorithm based on regularization method .IEEE International Instrumentation and Measurement Technology Conference (I2MTC) .2011

(29)王雷. WSN Multilateral Localization Algorithm Based on Tikhonov Regularization Method .5th International Symposium on Instrumentation Science and Technology .2008

(30)王雷. The effects of superheated refrigerant on ejector performances .10th IEEE Conference on Industrial Electronics and Applications .2015

(31)王雷. A new method for calculation of short time-step g-functions of vertical ground heat exchangers .Applied thermal engineering .2016 ,99 (0000-0000):776

(32)王雷. 低浓度CO2捕集斜向紧凑微型流化床的设计及性能 .《东南大学学报（自然科学版）》 .2016 ,46 (4):770

(33)王雷. Some issues on WSN localization based on MLE .8th World Congress on Intelligent Control and Automation (WCICA) .2010

(34)赵红霞. Thermodynamic investigation of a booster-assisted ejector refrigeration .Applied thermal engineering .2016 ,104 (0000-0000):274

(35)张瀚瑞. Performance investigation of a novel EEV-based ejector for refrigerator-freezers .Applied thermal engineering .2017 ,121 :336

(36)侯文秀. Simulation on the performance of ejector in a parallel hybrid ejector-based refrigerator-freezer cooling cycle .ENERGY CONVERSION AND MANAGEMENT .2017 ,143 :440

(37)王雷. Auto-tuning ejector for refrigeration system .Energy .2018 ,35 (161):536

(38)刘加朋. Thermodynamic modeling and sensitivity analysis of ejector in refrigeration system .INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER .2018 ,37 (126):485

(39)刘加朋. Thermodynamic model for all modes performance analysis of supersonic ejector considering non-uniform distribution of flow field .《INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID》 .2018 ,20 (96):17

(40)宋亚杰. A twin-nozzle ejector for hydrogen recirculation in wide power operation of polymer electrolyte membrane fuel cell system .Applied energy .2021 ,300

(41)薛浩渊. Design and investigation of a two-stage vacuum ejector for MED-TVC system .Applied Thermal .2020 ,167

(42)薛浩渊. Design and investigation of multi-nozzle ejector for PEMFC hydrogen recirculation .INTERNATIONAL JOURNAL OF HYDROGEN ENERGY Journal .2020 ,45 (28):14500

(43)李世振. Effects of working conditions on the performance of an ammonia ejector used in an ocean thermal energy conversion system .CANADIAN JOURNAL OF CHEMICAL ENGINEERING Journal .2021

(44)赵红霞. Thermodynamic investigation of a booster-assisted ejector refrigeration system .Applied thermal engineering .2016 ,104 (7):274

(45)Yin, Xiaohong. Mathematical model and energy efficiency analysis of a vacuum-based liquid desiccant regenerator .BUILDING AND ENVIRONMENT .2021 ,192

(46)王新立. Optimal design of two-stage ejector for subzero refrigeration system on fishing vessel .Applied thermal engineering .2021 (187)

(47)蒋雨良. Dynamic modeling and economic model predictive control of a liquid desiccant air conditioning .Applied energy .2020 ,259

(48)张海伦. Assessment and prediction of component efficiencies in supersonic ejector with friction losses .Applied thermal engineering .2018 ,129 :618

(49)顾问鼎. Performance investigation of an auto-tuning area ratio ejector for MED-TVC desalination system .Applied thermal engineering .2019 ,155 :470

(50)刘加朋. Thermodynamic analysis of the steam ejector for desalination applications .Applied Thermal .2019 ,159

(51)王凯. Optimization design of steam ejector primary nozzle for MED-TVC desalination system .Desalination .2019 ,471 (0)

(52)Zhao Hongxia. Thermodynamic investigation of a booster-assisted ejector refrigeration .Applied thermal engineering .2016 ,104 :274

(53)Zhao Hongxia. Modeling and investigation of a steam-water injector .Energy Conversion and Management .2017 ,151 (11):170

(54)张海伦. Assessment and prediction of component efficiencies in supersonic ejector with friction losses .Appl Therm Eng .2018 ,129 :618

(55)顾问鼎. Area Ratio Optimization of an Ejector Refrigeration System with Water-Cooled Condenser .2017 Chinese Automation Congress (CAC) .2017 :3155

(56)庞庆源. Critical operation point Predictive control of ejector refrigeration system driven by automobile exhaust waste heat .2017 Chinese Automation Congress (CAC) .2017 :708

(57)白帅峰. Optimization of ejector geometric parameters with Hybrid Artificial Fish Swarm Algorithm for PEM fuel cell .2017 Chinese Automation Congress (CAC) .2017 :3319

(58)张瀚瑞. Research on the Geometry Optimization Performance of Ejectors with Parabola Fitting Streamline Structures .2017 Chinese Automation Congress (CAC) .2017 :1745

(59)张海伦. Influence investigation of friction on supersonic ejector performance .Int J Refrig .2018 ,85 :229

(60)张明奎. Identification of Gas-liquid two-phase flow patterns using non-return valve sound signals .2017 Chinese Automation Congress (CAC) .2017 :771

(61)吴一飞. Optimization analysis of structure parameters of steam ejector based on CFD and orthogonal test .Energy .2018 ,151 :79

(62)王辰. Influences of area ratio and surface roughness on homogeneous condensation in ejector primary nozzle .ENERGY CONVERSION AND MANAGEMENT .2017 ,149 :168

(63)刘加朋. The influence of the area ratio on ejector efficiencies in the MED-TVC desalination system .Desalination .2017 ,413 :168

(64)王雷. Numerical study on optimization of ejector primary nozzle geometries .《INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID》 .2017 ,76 :219

(65)刘加朋. A control oriental model for-combined compression-ejector refrigeration system .ENERGY CONVERSION AND MANAGEMENT .2017 , 138 :538

(66)王雷. Experimental investigation on ejector performance near critical back pressure .《INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID》 .2017 ,80 :158

(67)李晓飞. Numerical and experimental study of a novel compact micro fluidized beds reactor for CO2 capture in HVAC .Energy and buildings .2017 , 135 :128

(68)邓捷. Refrigeration performance research and simulation of two-stage ejector with water cooled condenser .2017 Chinese Automation Congress (CAC) .2017 :3159

(69)王辰. Design and numerical investigation of an adaptive nozzle exit position ejector in multi-effect distillation desalination system .Energy .2017 ,140 :673

(70)王雷. Numerical and experimental study of a novel compact micro fluidized beds reactor for CO2 capture in HVAC .Energy and buildings .2016 ,135 :128

(71)王雷. 低浓度CO2捕集斜向紧凑微型流化床的设计及性能 .《东南大学学报（自然科学版）》 .2016 ,46 (4):770

(72)王雷. A new analytical model for short-time response of vertical groundheat exchangers using equivalent diameter method .Energy and buildings .2016 ,119 :13

(73)Zhao Hongxia. Thermodynamic investigation of a booster-assisted ejector refrigeration .Applied thermal engineering .2016 ,104 :274

(74)王雷. Effects of Superheated Steam on Non-equilibrium Condensation in Ejector Primary Nozzle .International Journal of Refrigeration .2016 ,67 :214

(75)王雷. Numerical study and design of a two-stage ejector for subzero refrigeration .Applied thermal engineering .2016 ,108 :436

(76)刘加朋. A predictive model for the performance of the ejector in refrigeration system .ENERGY CONVERSION AND MANAGEMENT .2017 ,150 :269

(77)王雷. Experimentation and cycle performance prediction of hybrid A/C system using automobile exhaust waste heat .Applied thermal engineering .2016 ,94 (2):314

(78)王雷. WSN Node Localization Regularization Algorithm Based on Quasi Optimal Criterion Parameter Selection .sensors and transducers .2013 ,23 (7):94

(79)王雷. New method of WSN node localization based on MSVD .Advanced Materials research .2012 ,562-564 (1662-8985):1819

(80)王雷. Diagnosis and solution of the ill-posed problem in WSNs node localization .《仪器仪表学报》 .2012 ,33 (4):850

(81)高瑞. Other proof of the converse Lyapunov theorems of hybrid dynamical systems .2005 ,2005 (1):121

(82)王雷. 基于Tikhonov正则化的WSN多边定位算法研究 .《传感技术学报》 .2009 ,22 (6):852

(83)王雷. 基于Tikhonov正则化方法的WSN空间定位算法 .《仪器仪表学报》 .2010 ,31 (4):770

(84)王雷. A new method for calculation of short time-step g-functions of vertical ground heat exchangers .Applied thermal engineering .2016 ,99 :776

(85)Wang Xinli. Modeling and performance analyses of a batch-wise liquid desiccant air conditioning system .BUILDING AND ENVIRONMENT .2019 ,154 :1

(86)Zhao Hongxia. Modeling and investigation of a steam-water injector .ENERGY CONVERSION AND MANAGEMENT .2017 ,151 :170

(87)Zhao Hongxia. Thermodynamic investigation of a booster-assisted ejector refrigeration .Applied thermal engineering .2016 ,104 :274

(88)高瑞. Other proof of the converse Lyapunov theorems of hybrid dynamical systems .2005控制与决策学术年会论文集 .2005 ,2005 (1):121

(89)Wang Xinli. Modeling and performance analyses of a batch-wise liquid desiccant air conditioning system .BUILDING AND ENVIRONMENT .2019 ,154 :1

(90)Zhao Hongxia. Thermodynamic investigation of a booster-assisted ejector refrigeration .Applied thermal engineering .2016 ,104 :274

(91)吴一飞. Optimization analysis of structure parameters of steam ejector based on CFD and orthogonal test .Energy .2018 ,151 :79

(92)高瑞. Other proof of the converse Lyapunov theorems of hybrid dynamical systems .2005控制与决策学术年会论文集 .2005 ,2005 (1):121

(93)刘加朋. The influence of the area ratio on ejector efficiencies in the MED-TVC desalination system .Desalination .2017 , 413 :168

(94)白帅峰. Optimization of ejector geometric parameters with Hybrid Artificial Fish Swarm Algorithm for PEM fuel cell .2017 Chinese Automation Congress (CAC) .2017 :3319

(95)张明奎. Identification of Gas-liquid two-phase flow patterns using non-return valve sound signals .2017 Chinese Automation Congress (CAC) .2017 :771

(96)张海伦. Assessment and prediction of component efficiencies in supersonic ejector with friction losses .Appl Therm Eng .2018 ,129 :618

(97)王辰. Influences of area ratio and surface roughness on homogeneous condensation in ejector primary nozzle .ENERGY CONVERSION AND MANAGEMENT .2017 , 149 :168

(98)王辰. Design and numerical investigation of an adaptive nozzle exit position ejector in multi-effect distillation desalination system .Energy .2017 , 140 :673

(99)邓捷. Refrigeration performance research and simulation of two-stage ejector with water cooled condenser .2017 Chinese Automation Congress (CAC) .2017 :3159

(100)庞庆源. Critical operation point Predictive control of ejector refrigeration system driven by automobile exhaust waste heat .2017 Chinese Automation Congress (CAC) .2017 :708

(101)顾问鼎. Area Ratio Optimization of an Ejector Refrigeration System with Water-Cooled Condenser .2017 Chinese Automation Congress (CAC) .2017 :3155

(102)刘加朋. A predictive model for the performance of the ejector in refrigeration system .ENERGY CONVERSION AND MANAGEMENT .2017 , 150 :269

(103)张瀚瑞. Research on the Geometry Optimization Performance of Ejectors with Parabola Fitting Streamline Structures .2017 Chinese Automation Congress (CAC) .2017 :1745

(104)刘加朋. A control oriental model for-combined compression-ejector refrigeration system .ENERGY CONVERSION AND MANAGEMENT .2017 , 138 :538

(105)李晓飞. Numerical and experimental study of a novel compact micro fluidized beds reactor for CO2 capture in HVAC .Energy and buildings .2017 , 135 :128

(106)张海伦. Influence investigation of friction on supersonic ejector performance .Int J Refrig .2018 ,85 :229

(107)王雷. 低浓度CO2捕集斜向紧凑微型流化床的设计及性能 .《东南大学学报（自然科学版）》 .2016 ,46 (4):770

(108)王雷. Effects of Superheated Steam on Non-equilibrium Condensation in Ejector Primary Nozzle .International Journal of Refrigeration .2016 ,67 :214

(109)王雷. Numerical study and design of a two-stage ejector for subzero refrigeration .Applied thermal engineering .2016 ,108 :436

(110)王雷. A new analytical model for short-time response of vertical groundheat exchangers using equivalent diameter method .Energy and buildings .2016 ,119 :13

(111)王雷. A new method for calculation of short time-step g-functions of vertical ground heat exchangers .Applied thermal engineering .2016 ,99 :776

(112)王雷. Experimentation and cycle performance prediction of hybrid A/C system using automobile exhaust waste heat .Applied thermal engineering .2015 ,94 (2):314

(113)王雷. WSN Node Localization Regularization Algorithm Based on Quasi Optimal Criterion Parameter Selection .sensors and transducers .2013 ,23 (7):94

(114)王雷. Diagnosis and solution of the ill-posed problem in WSNs node localization .《仪器仪表学报》 .2012 ,33 (4):850

(115)王雷. New method of WSN node localization based on MSVD .Advanced Materials research .2012 ,562-564 :1819

(116)王雷. 基于Tikhonov正则化的WSN多边定位算法研究 .《传感技术学报》 .2009 ,22 (6):852

(117)王雷. 基于Tikhonov正则化方法的WSN空间定位算法 .《仪器仪表学报》 .2010 ,31 (4):770

(118)王雷. Experimental investigation on ejector performance near critical back pressure .《INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID》 .2017 , 80 :158

(119)刘加朋. Thermodynamic model for all modes performance analysis of supersonic ejector considering non-uniform distribution of flow field .International Journal of Refrigeration ,96 :17-24

(120)刘加朋. Thermodynamic modeling and sensitivity analysis of ejector in refrigeration system .International Journal of Heat and Mass Transfer .2018 ,126 :485-492

(121)李晓飞. Numerical and experimental study of a novel compact micro fluidized beds reactor for CO2 capture in HVAC .Energy and Buildings .2016 ,135 :128-136

(122)刘加朋. Auto-tuning ejector for refrigeration system .Energy .2018 ,161 :536-543

(123)Wang Xinli. A novel liquid desiccant air conditioning with batch-wise operation strategy .Chinese Automation Congress .2018 :662-667

(124)侯文秀. Simulation on the performance of ejector in a parallel hybrid ejector-based refrigerator-freezer cooling cycle .Energy Conversion and Management .2017 ,143 :440-447

(125)王辰. Effects of superheated steam on non-equilibrium condensation in ejector primary nozzle .International Journal of Refrigeration .2016 ,67 :214–226

(126)Lei Wang. Experimentation and cycle performance prediction of hybrid A/C system using automobile exhaust waste heat .Applied Thermal Engineering .2015 ,94 :314-323

(127)张瀚瑞. Numerical study and design of a two-stage ejector for subzero .Applied Thermal Engineering .2016 ,108 (436-448)

(128)顾问鼎. Area Ratio Optimization of an Ejector Refrigeration System with Water-Cooled Condenser .Chinese Automation Congress .2018

(129)白帅峰. Optimization of ejector geometric parameters with Hybrid Artificial Fish Swarm Algorithm for PEM fuel cell .Chinese Automation Congress .2018

(130)庞庆源. Critical operation point Predictive control of ejector refrigeration system driven by automobile exhaust waste heat .Chinese Automation Congress .2018

(131)张明奎. Identification of Gas-liquid two-phase flow patterns using non-return valve sound signals .Chinese Automation Congress .2018

(132)马慧军. Modeling and investigation of a steam-water injector .Energy Conversion and Management .2017 ,151 :170-178

(133)邓捷. Refrigeration performance research and simulation of two-stage ejector with water cooled condenser .Chinese Automation Congress .2018

(134)张瀚瑞. Research on the Geometry Optimization Performance of Ejectors with Parabola Fitting Streamline Structures .Chinese Automation Congress .2018

(135)张瀚瑞. Performance investigation of a novel EEV-based ejector for refrigeratorfreezers .Applied Thermal Engineering .2017 ,121 :336-343

(136)张瀚瑞. Assessment and prediction of component efficiencies in supersonic .Applied Thermal Engineering .2017 ,129 :618-627

(137) Thermodynamic investigation of a booster-assisted ejector refrigeration .Applied Thermal Engineering

(138) Experimental study of the behavior of a hybrid ejector-based air-conditioning system with R134a

(139) Study on system performance improvement of a novel auto-tuning area ratio ejector refrigeration system

(140) Performance analysis of the steam ejector under varying vapor superheat in MED-TVC desalination system

(141) Influence investigation of friction on supersonic ejector performance

(142) Design and numerical investigation of an adaptive nozzle exit position ejector in multi-effect distillation desalination system

(143) A predictive model for the performance of the ejector in refrigeration system

(144) Assessment and prediction of component efficiencies in supersonic ejector with friction losses

(145) Influences of area ratio and surface roughness on homogeneous condensation in ejector primary nozzle

(146) Experimental investigation on ejector performance near critical back pressure

(147) CFD Simulation on the Performance of Ejector in a Parallel Hybrid Ejector-based Refrigerator-freezer Cooling Cycle.

(148) The influence of the area ratio on ejector efficiencies in the MED-TVC desalination system

(149) Numerical study on optimization of ejector primary nozzle geometries

(150) A control oriental model for combined compression-ejector refrigeration system

(151) Numerical and Experimental Study of a Novel Compact Micro Fluidized Beds Reactor for CO2 Capture in HVAC

(152) Thermodynamic investigation of a booster-assisted ejector refrigeration system

(153) Numerical Study and Design of a Two-stage Ejector for Subzero Refrigeration.

(154) Effects of Superheated Steam on Non-equilibrium Condensation in Ejector Primary Nozzle

(155) A New Analytical Model for Short-time Response of Vertical Ground Heat Exchangers Using Equivalent Diameter Method

(156)Jianping Wei. A New Method for Calculation of Short Time-step g-function of Vertical Ground Heat Exchangers .Applied Thermal Engineering .2016 ,99 :776-783

(157) Operating characteristics and efficiencies of an active chilled beam terminal unit under variable air volume mode

Patents

1. 一种建筑微电网鲁棒优化调度方法、系统、介质及装置

2. 基于异构特征的室内空气质量参数预测方法及系统

3. 考虑区域用户个性舒适度的建筑空调优化控制方法及系统

4. 基于深度学习的质子交换膜燃料电池数据驱动方法及系统

5. 一种四喷嘴喷射器及控制方法

6. 一种建筑中央空调温湿度优化控制方法及系统

7. 基于分布式模型的多区域空调系统温湿度控制方法及系统

8. 一种烟气脱白、供水系统及其控制方法

9. 适用于氢燃料电池系统的多喷嘴引射器及氢燃料电池系统

10. 适用于氢燃料电池系统的多喷嘴引射器及氢燃料电池系统

11. 一种加湿系统、新风加湿系统、空调器及控制方法

12. 一种液体中间增压的蒸汽压缩-喷射耦合制冷系统

13. 一种无泵喷射式制冷系统和制冷方法

14. 一种带经济器的双温CO2跨临界增压制冷系统

15. 一种半导体制冷辅助蒸汽压缩制冷系统

16. 一种三级喷射式制冷系统

17. 一种改进的双级喷射式制冷系统

18. 基于颗粒凝结核心除PM2.5的新风空气净化系统及方法

19. 一种换热量可控的汽车尾气热回收装置

20. 一种换热量可控的尾气热回收装置

21. 一种可变换热量的热管换热器

22. 一种换热量可控的汽车尾气换热器

23. 一种用于废热驱动的冷链物流喷射式制冷系统的喷射器

24. 一种改进的蒸汽压缩-喷射耦合制冷系统

25. 一种三级喷射式制冷系统

26. 一种液体中间增压的蒸汽压缩-喷射耦合制冷系统

27. 一种改进的双级喷射式制冷系统

28. 一种水位开关电路

29. 一种喷射器运行区间的优化控制方法

30. 喷嘴位置可调的喷射器及装置

31. 一种喷射器临界工作点引射比预测优化方法

32. 一种喷射器运行区间的优化控制方法

33. 一种低品位热源驱动喷射式制冷系统及制冷方法

34. 一种能够调整喷射器喷嘴面积的喷针控制装置及喷射器

35. 一种冷藏车废热驱动引流式喷射式制冷系统

36. 一种低品位热源驱动喷射式制冷系统及制冷方法

37. 一种能够调整喷射器喷嘴面积的喷针控制装置及喷射器

38. 一种水位开关电路

39. 一种可快速退锚的全螺纹锚杆预紧力施加装置及操作方法

40. 一种用于废热驱动的冷链物流喷射式制冷系统的喷射器

41. 一种液体中间增压的蒸汽压缩-喷射耦合制冷系统

42. 一种改进的双级喷射式制冷系统

43. 多模废热驱动汽车空调系统

44. 一种新型混合制冷循环系统

45. 一种改进的蒸汽压缩-喷射耦合制冷系统

46. 一种三级喷射式制冷系统

47. 一种三级喷射式制冷系统

48. 一种液体中间增压的蒸汽压缩-喷射耦合制冷系统

49. 一种改进的双级喷射式制冷系统

Research Projects

1. 引射器与5-10kW燃料电池系统匹配性研究, 2024-09-14-2027-08-31

2. 赣州市氢能产业发展规划（2024-2030年）, 2024-12-08-2024-12-31

3. GF-2024 供氢***系统KM20240037, 2024-04-08-2024-05-31

4. 数据驱动与机理融合的换流站主设备缺陷识别和差异化运维系统研发, 2023-07-01-2025-07-31

5. 缙云县氢能产业发展规划编制, 2023-10-17-2024-01-16

6. 低品位工业余热驱动MED-TVC海水淡化关键技术研究, 2022-11-01-2026-12-31

7. 模块化大功率电堆制造关键技术及应用, 2020-12-01-2023-12-31

8. 烟台市智慧城市交通专项设计研究, 2022-04-19-2023-12-31

9. 建筑综合能效测试系统开发服务, 2021-12-28-2025-01-31

10. 高效低成本热法海水淡化关键技术与应用示范, 2019-09-07-2023-12-31

11. 工业装备智慧化健康管理协同创新中心, 2020-01-01-2022-12-31

12. 车用燃料电池喷射式氢气再循环泵研发, 2019-12-01-2023-11-30

13. 车用燃料电池氢气喷射式泵防爆、降噪技术, 2019-12-01-2023-11-30

14. MED-TVC海水淡化蒸汽喷射泵开发, 2019-04-10-2020-12-31

15. 中央空调物联网远程监控及节能系统, 2013-01-01-2015-12-31

16. 基于工业以太网与现场总线技术的新型控制系统, 2004-12-10-2006-12-30

17. 基于协作或协调的整厂多时间尺度过程预测控制研究, 2010-11-01-2013-11-01

18. 基于动态能效优化的建筑物能量管理系统, 2008-07-01-2010-07-31

19. 溶液除湿空调的模型预测控制与多目标节能优化, 2017-08-01-2020-06-30

20. 热电厂锅炉运行效率优化新型节能控制系统研发, 2011-01-01-2013-12-31

21. 满意优化控制在循环流化床锅炉中的应用, 2002-12-30-2005-12-30

22. 基于现代信息分析处理技术的热电厂低成本监控信息系统, 2006-08-08-2010-12-31

23. 热电运行效率在线智能监测和管理系统关键技术研发, 2004-12-01-2006-12-30

24. 公共建筑能量管理与节能诊断技术研究, 2008-07-01-2010-06-30

25. 汽车废热驱动喷射式制冷系统建模与优化控制研究, 2017-08-17-2021-12-31

26. 多模废热驱动汽车空调关键技术研究, 2014-01-01-2016-12-01

27. 冷链物流废热制冷系统双层预测控制研究, 2016-10-29-2019-06-30

28. 智能卡系统功能软件开发, 2016-10-20-2017-12-20

29. 中央空调多模型节能控制研究, 2007-01-01-2009-12-30

30. 潍坊市阳光大厦建筑智能化系统集成系统及能量计量系统, 2010-10-19-2010-12-31

31. 阳光大厦智能系统建设咨询与管理, 2009-02-25-2009-12-31

32. 创新大厦智能化系统建设技术, 2008-12-15-2008-12-31

33. 寿光市文化中心建筑智能化系统工程管理, 2008-05-07-2008-12-31

34. 潍坊阳光大厦智能化系统工程技术咨询, 2007-09-21-2007-12-31

35. 智能化系统建设技术咨询与管理, 2007-07-05-2007-12-31

36. 寿光市广电大厦智能化系统与空调工程管理, 2007-04-04-2008-06-30

37. 寿光市商务小区建筑智能化系统工程管理, 2006-08-30-2007-12-31

38. 十笏园智能化系统建设咨询规划与管理, 2011-09-07-2015-12-31

Research Group

Name of Research Group:	氢能研究中心
Description of Research Group:	山东大学积极参与“氢能社会”建设，已在控制、机械和材料等方向承担氢能源相关研究课题，尤其是 “氢能多场景深度融合及智慧管控技术研究与示范应用”获科技部2023年国家重点研发计划项目立项资助，立项金额超2亿元。为统筹学科优势，实现技术互补，形成具有高水平研发队伍的氢能研究基地，进而促进学校积极响应国家氢能战略，抢抓氢能产业发展的重大机遇期，经申请“山东大学氢能研究中心”已获得学校批准，依托控制科学与工程学院建设，属于校内非实体科研机构。自创建以来，实验室承担国家自然科学基金10项、国家重点研发计划1项、JG重大重点2项，省部级项目13项、校企合作项目20余项。近年来获得授权国内专利30余项、国际专利4项；发表中科院一区和二区论文50余篇，主要发表在 Energy、Desalination、Energy Convers. Manage.、Int. J. Refrig.、Int. J. Heat Mass Transf.、Appl. Therm. Eng.等国际著名期刊上。
Members：