CN110165248B - 燃料电池发动机空气供给系统容错控制方法 - Google Patents
燃料电池发动机空气供给系统容错控制方法 Download PDFInfo
- Publication number
- CN110165248B CN110165248B CN201910447646.7A CN201910447646A CN110165248B CN 110165248 B CN110165248 B CN 110165248B CN 201910447646 A CN201910447646 A CN 201910447646A CN 110165248 B CN110165248 B CN 110165248B
- Authority
- CN
- China
- Prior art keywords
- fuel cell
- total current
- moment
- cell engine
- time
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M8/00—Fuel cells; Manufacture thereof
- H01M8/04—Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids
- H01M8/04082—Arrangements for control of reactant parameters, e.g. pressure or concentration
- H01M8/04089—Arrangements for control of reactant parameters, e.g. pressure or concentration of gaseous reactants
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M8/00—Fuel cells; Manufacture thereof
- H01M8/04—Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids
- H01M8/04082—Arrangements for control of reactant parameters, e.g. pressure or concentration
- H01M8/04201—Reactant storage and supply, e.g. means for feeding, pipes
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M8/00—Fuel cells; Manufacture thereof
- H01M8/04—Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids
- H01M8/04298—Processes for controlling fuel cells or fuel cell systems
- H01M8/04313—Processes for controlling fuel cells or fuel cell systems characterised by the detection or assessment of variables; characterised by the detection or assessment of failure or abnormal function
- H01M8/0432—Temperature; Ambient temperature
- H01M8/04358—Temperature; Ambient temperature of the coolant
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M8/00—Fuel cells; Manufacture thereof
- H01M8/04—Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids
- H01M8/04298—Processes for controlling fuel cells or fuel cell systems
- H01M8/04313—Processes for controlling fuel cells or fuel cell systems characterised by the detection or assessment of variables; characterised by the detection or assessment of failure or abnormal function
- H01M8/0438—Pressure; Ambient pressure; Flow
- H01M8/04388—Pressure; Ambient pressure; Flow of anode reactants at the inlet or inside the fuel cell
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M8/00—Fuel cells; Manufacture thereof
- H01M8/04—Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids
- H01M8/04298—Processes for controlling fuel cells or fuel cell systems
- H01M8/04313—Processes for controlling fuel cells or fuel cell systems characterised by the detection or assessment of variables; characterised by the detection or assessment of failure or abnormal function
- H01M8/04664—Failure or abnormal function
- H01M8/04679—Failure or abnormal function of fuel cell stacks
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M8/00—Fuel cells; Manufacture thereof
- H01M8/04—Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids
- H01M8/04298—Processes for controlling fuel cells or fuel cell systems
- H01M8/04992—Processes for controlling fuel cells or fuel cell systems characterised by the implementation of mathematical or computational algorithms, e.g. feedback control loops, fuzzy logic, neural networks or artificial intelligence
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E60/00—Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
- Y02E60/30—Hydrogen technology
- Y02E60/50—Fuel cells
Landscapes
- Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- General Chemical & Material Sciences (AREA)
- Electrochemistry (AREA)
- Chemical Kinetics & Catalysis (AREA)
- Chemical & Material Sciences (AREA)
- Sustainable Energy (AREA)
- Sustainable Development (AREA)
- Manufacturing & Machinery (AREA)
- Computing Systems (AREA)
- Theoretical Computer Science (AREA)
- Software Systems (AREA)
- Medical Informatics (AREA)
- Fuzzy Systems (AREA)
- Evolutionary Computation (AREA)
- Health & Medical Sciences (AREA)
- Automation & Control Theory (AREA)
- Artificial Intelligence (AREA)
- Fuel Cell (AREA)
Abstract
Description
Claims (3)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910447646.7A CN110165248B (zh) | 2019-05-27 | 2019-05-27 | 燃料电池发动机空气供给系统容错控制方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910447646.7A CN110165248B (zh) | 2019-05-27 | 2019-05-27 | 燃料电池发动机空气供给系统容错控制方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN110165248A CN110165248A (zh) | 2019-08-23 |
CN110165248B true CN110165248B (zh) | 2020-10-02 |
Family
ID=67629080
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201910447646.7A Active CN110165248B (zh) | 2019-05-27 | 2019-05-27 | 燃料电池发动机空气供给系统容错控制方法 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN110165248B (zh) |
Families Citing this family (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111106371B (zh) * | 2019-12-31 | 2021-04-16 | 上海捷氢科技有限公司 | 燃料电池空气管理系统及其相关控制信号的获取方法 |
CN111755720A (zh) * | 2020-06-24 | 2020-10-09 | 湖北工业大学 | 一种燃料电池发动机吹扫除水低温储存控制方法 |
CN112083346B (zh) * | 2020-08-03 | 2021-11-09 | 山东大学 | 基于lstm的并联电池组内部电流分布估计方法及系统 |
CN112448005B (zh) * | 2020-11-11 | 2022-02-01 | 湖北工业大学 | 一种燃料电池发动机出堆温度传感器失效的温度容错控制方法 |
CN112665680B (zh) * | 2020-11-18 | 2024-05-14 | 贵州电网有限责任公司 | 一种小水电前池水位测量方法及测量系统 |
CN113299954A (zh) * | 2021-04-25 | 2021-08-24 | 北京氢澜科技有限公司 | 控制燃料电池电堆内水含量的方法、装置及设备 |
CN113422088B (zh) * | 2021-06-28 | 2023-02-17 | 太原理工大学 | 一种氢燃料电池空气供给系统及其解耦控制方法 |
CN113547919B (zh) * | 2021-08-26 | 2023-03-24 | 武汉海亿新能源科技有限公司 | 一种燃料电池车远程故障监测方法及系统 |
CN114094149B (zh) * | 2021-09-30 | 2023-12-19 | 东风汽车集团股份有限公司 | 一种燃料电池增压控制系统及方法 |
CN113659175B (zh) * | 2021-10-19 | 2022-04-05 | 潍柴动力股份有限公司 | 燃料电池堆自诊断方法、装置和电子设备 |
CN114335619B (zh) * | 2021-12-30 | 2023-07-18 | 深蓝汽车科技有限公司 | 燃料电池进气流量传感器故障监测处理方法及系统、车辆 |
CN114725449A (zh) * | 2022-04-22 | 2022-07-08 | 湖北工业大学 | 一种燃料电池发动机出堆温度传感器故障信号重构及预测方法 |
CN114759233B (zh) * | 2022-05-24 | 2024-01-26 | 苏州溯驭技术有限公司 | 一种适用于氢燃料系统的排氮阀控制方法及其排氮阀系统 |
CN115064727B (zh) * | 2022-07-19 | 2023-12-22 | 山东国创燃料电池技术创新中心有限公司 | 一种燃料电池发动机的空气供气系统、控制方法及飞机 |
CN116364985B (zh) * | 2023-05-31 | 2023-08-04 | 上海重塑能源科技有限公司 | 一种最优燃料电池系统性能控制方法及系统 |
Family Cites Families (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20050249987A1 (en) * | 2004-05-04 | 2005-11-10 | Angstrom Power Incorporated | Fault tolerant fuel cell systems |
CN106229531B (zh) * | 2016-09-29 | 2019-01-29 | 清华大学 | 燃料电池车辆容错控制方法及装置 |
CN107180983B (zh) * | 2017-05-16 | 2020-01-03 | 华中科技大学 | 一种固体氧化物燃料电池电堆故障诊断方法和系统 |
CN107317045B (zh) * | 2017-07-28 | 2019-07-12 | 电子科技大学 | 一种固体氧化物燃料电池系统的最优容错控制方法 |
CN208157535U (zh) * | 2018-01-17 | 2018-11-27 | 安徽明天氢能科技股份有限公司 | 一种燃料电池系统的空气供应系统 |
CN108443207A (zh) * | 2018-03-21 | 2018-08-24 | 深圳国氢新能源科技有限公司 | 一种燃料电池系统空压机的控制方法 |
CN109524693B (zh) * | 2018-11-13 | 2021-04-09 | 吉林大学 | 燃料电池空气供给系统模型预测控制方法 |
-
2019
- 2019-05-27 CN CN201910447646.7A patent/CN110165248B/zh active Active
Non-Patent Citations (2)
Title |
---|
Faults diagnosis for PEM fuel cell system based on multi-sensor signals and principle component analysis method;Xingwang Zhao等;《International Journal of Hydrogen Energy》;20170603;第42卷(第29期);第18524-18531页 * |
燃料电池空气供给系统控制参数的预测及仿真;全书海 等;《武汉理工大学学报》;20091015;第31卷(第19期);第4-6、23页 * |
Also Published As
Publication number | Publication date |
---|---|
CN110165248A (zh) | 2019-08-23 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN110165248B (zh) | 燃料电池发动机空气供给系统容错控制方法 | |
CN110190306B (zh) | 一种用于燃料电池系统的在线故障诊断方法 | |
Chen et al. | Degradation prediction of proton exchange membrane fuel cell based on grey neural network model and particle swarm optimization | |
Lu et al. | On-line fault diagnosis for proton exchange membrane fuel cells based on a fast electrochemical impedance spectroscopy measurement | |
CN112925209B (zh) | 燃料电池汽车模型-干扰双预测控制能量管理方法及系统 | |
CN110311398B (zh) | 一种新型储能电池系统的连接拓扑、控制系统及方法 | |
CN103700871B (zh) | 机车质子交换膜燃料电池系统最优效率控制方法 | |
Huang et al. | Correlation analysis and prediction of PEM fuel cell voltage during start-stop operation based on real-world driving data | |
CN112448005B (zh) | 一种燃料电池发动机出堆温度传感器失效的温度容错控制方法 | |
CN114725449A (zh) | 一种燃料电池发动机出堆温度传感器故障信号重构及预测方法 | |
CN114048772A (zh) | 一种燃料电池装置的故障诊断方法、系统及存储介质 | |
Quan et al. | Fault diagnosis in a current sensor and its application to fault-tolerant control for an air supply subsystem of a 50 kW-Grade fuel cell engine | |
CN113492727B (zh) | 一种基于empc的燃料电池混合动力系统控制方法 | |
CN110909455B (zh) | 一种延缓固体氧化物燃料电池性能衰退的方法 | |
Tang et al. | Degradation adaptive energy management strategy for FCHEV based on the Rule-DDPG method: tailored to the current SOH of the powertrain | |
CN104133369A (zh) | 一种质子交换膜燃料电池动态特性的控制方法 | |
CN113991647A (zh) | 一种面向频率响应容量规划的电力系统随机生产模拟方法 | |
Zhou et al. | Research on Driving Data Classification of Fuel Cell Vehicle Based on CNN-BiLSTM Network | |
CN110752396B (zh) | 一种质子交换膜燃料电池水合状态在线评估与异常自愈控制方法 | |
Wu et al. | Data-driven approaches for predicting performance degradation of solid oxide fuel cells system considering prolonged operation and shutdown accumulation effect | |
Wang et al. | Segmented prediction model of lithium-ion battery remaining useful life based on LSTM and SVR | |
CN111666664B (zh) | 电-气综合能源系统新增供能元件置信容量的评估方法 | |
CN116344874B (zh) | 一种燃料电池的电堆状态的判断方法、优化方法及应用 | |
Peng et al. | Multistate Reliability Analysis of Solid Oxide Fuel Cells Using Automatic Spectral Clustering and Neighborhood Rough Sets | |
CN212749082U (zh) | 一种基于pemfc物理模型的氢燃料电池单向dc/dc变换器测试系统 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right |
Effective date of registration: 20211029 Address after: 712000 room 1208, block B, galaxy, collaborative innovation port, Fengdong Avenue, Xixian new area, Xi'an City, Shaanxi Province Patentee after: Shaanxi yuhydrogen Energy Technology Co.,Ltd. Address before: 430068 No. 28 Nanli Road, Hongshan District, Wuhan City, Hubei Province Patentee before: HUBEI University OF TECHNOLOGY |
|
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20220520 Address after: 710075 Room 501, block B, Xinke building, Yanta District, Xi'an City, Shaanxi Province Patentee after: Shaanxi Hanrui Hydrogen Energy Technology Co.,Ltd. Address before: 712000 room 1208, block B, galaxy, collaborative innovation port, Fengdong Avenue, Xixian new area, Xi'an City, Shaanxi Province Patentee before: Shaanxi yuhydrogen Energy Technology Co.,Ltd. |
|
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20230621 Address after: Room 1041, 10th Floor, Weiya Building, No. 29 Suzhou Street, Haidian District, Beijing, 100080 Patentee after: Hanrui Hydrogen Technology Group Co.,Ltd. Address before: 710075 Room 501, block B, Xinke building, Yanta District, Xi'an City, Shaanxi Province Patentee before: Shaanxi Hanrui Hydrogen Energy Technology Co.,Ltd. |
|
TR01 | Transfer of patent right |