CN104697765A - 汽车空调故障检测系统及方法 - Google Patents
汽车空调故障检测系统及方法 Download PDFInfo
- Publication number
- CN104697765A CN104697765A CN201410424029.2A CN201410424029A CN104697765A CN 104697765 A CN104697765 A CN 104697765A CN 201410424029 A CN201410424029 A CN 201410424029A CN 104697765 A CN104697765 A CN 104697765A
- Authority
- CN
- China
- Prior art keywords
- air conditioning
- automobiles
- data
- fault detection
- particle
- 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.)
- Granted
Links
- 238000000034 method Methods 0.000 title claims abstract description 34
- 239000002245 particle Substances 0.000 claims abstract description 42
- 238000001514 detection method Methods 0.000 claims abstract description 24
- 238000005457 optimization Methods 0.000 claims abstract description 17
- 238000012360 testing method Methods 0.000 claims abstract description 16
- 238000004458 analytical method Methods 0.000 claims abstract description 11
- 238000004378 air conditioning Methods 0.000 claims description 63
- 230000000153 supplemental effect Effects 0.000 claims description 19
- 238000012544 monitoring process Methods 0.000 claims description 4
- 238000012546 transfer Methods 0.000 claims description 3
- 230000008569 process Effects 0.000 abstract description 3
- 230000007423 decrease Effects 0.000 abstract description 2
- 230000006870 function Effects 0.000 description 14
- 238000012549 training Methods 0.000 description 8
- 230000000694 effects Effects 0.000 description 4
- 230000002068 genetic effect Effects 0.000 description 4
- 230000002159 abnormal effect Effects 0.000 description 3
- 230000015572 biosynthetic process Effects 0.000 description 3
- 238000010586 diagram Methods 0.000 description 3
- 238000009826 distribution Methods 0.000 description 3
- 238000012423 maintenance Methods 0.000 description 3
- 238000010606 normalization Methods 0.000 description 3
- 230000008439 repair process Effects 0.000 description 3
- 238000007689 inspection Methods 0.000 description 2
- 230000035772 mutation Effects 0.000 description 2
- 230000009467 reduction Effects 0.000 description 2
- 238000005057 refrigeration Methods 0.000 description 2
- 230000009471 action Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000002790 cross-validation Methods 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000003745 diagnosis Methods 0.000 description 1
- 230000004069 differentiation Effects 0.000 description 1
- 238000005265 energy consumption Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 244000144992 flock Species 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
- 230000007257 malfunction Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000005192 partition Methods 0.000 description 1
- 238000004088 simulation Methods 0.000 description 1
Landscapes
- Air-Conditioning For Vehicles (AREA)
Abstract
Description
Claims (9)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410424029.2A CN104697765B (zh) | 2014-08-26 | 2014-08-26 | 汽车空调故障检测系统及方法 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410424029.2A CN104697765B (zh) | 2014-08-26 | 2014-08-26 | 汽车空调故障检测系统及方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN104697765A true CN104697765A (zh) | 2015-06-10 |
CN104697765B CN104697765B (zh) | 2017-12-26 |
Family
ID=53345123
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201410424029.2A Active CN104697765B (zh) | 2014-08-26 | 2014-08-26 | 汽车空调故障检测系统及方法 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN104697765B (zh) |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105135591A (zh) * | 2015-07-01 | 2015-12-09 | 西安理工大学 | 基于多分类策略的列车空调机组故障诊断方法 |
CN110135121A (zh) * | 2019-06-13 | 2019-08-16 | 中国人民解放军海军航空大学 | 一种基于拉格朗日-粒子群更新算法的故障诊断方法 |
CN110936073A (zh) * | 2019-12-13 | 2020-03-31 | 唐山松下产业机器有限公司 | 焊接设备及其监控方法、电子设备 |
CN111247552A (zh) * | 2017-10-18 | 2020-06-05 | 三星电子株式会社 | 数据学习服务器以及用于生成和使用其学习模型的方法 |
CN112763091A (zh) * | 2020-12-30 | 2021-05-07 | 西南交通大学 | 地铁螺栓的温度信号智能检测装置以及测验方法 |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0570229A2 (en) * | 1992-05-14 | 1993-11-18 | Auto Konig | Abnormal sound detecting apparatus |
JPH1128927A (ja) * | 1997-07-11 | 1999-02-02 | Asmo Co Ltd | 車両用空気調和装置 |
CN201392266Y (zh) * | 2009-03-11 | 2010-01-27 | 刘义生 | 机动车用软管振动试验台 |
CN204027820U (zh) * | 2014-08-26 | 2014-12-17 | 安徽工程大学 | 汽车空调故障检测系统 |
-
2014
- 2014-08-26 CN CN201410424029.2A patent/CN104697765B/zh active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0570229A2 (en) * | 1992-05-14 | 1993-11-18 | Auto Konig | Abnormal sound detecting apparatus |
JPH1128927A (ja) * | 1997-07-11 | 1999-02-02 | Asmo Co Ltd | 車両用空気調和装置 |
CN201392266Y (zh) * | 2009-03-11 | 2010-01-27 | 刘义生 | 机动车用软管振动试验台 |
CN204027820U (zh) * | 2014-08-26 | 2014-12-17 | 安徽工程大学 | 汽车空调故障检测系统 |
Non-Patent Citations (1)
Title |
---|
孙芳方: "车辆空调在线检测系统研究", 《中国优秀博硕士学位论文全文数据库(硕士)工程科技Ⅱ辑》 * |
Cited By (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105135591A (zh) * | 2015-07-01 | 2015-12-09 | 西安理工大学 | 基于多分类策略的列车空调机组故障诊断方法 |
CN105135591B (zh) * | 2015-07-01 | 2018-04-10 | 西安理工大学 | 基于多分类策略的列车空调机组故障诊断方法 |
CN111247552A (zh) * | 2017-10-18 | 2020-06-05 | 三星电子株式会社 | 数据学习服务器以及用于生成和使用其学习模型的方法 |
CN110135121A (zh) * | 2019-06-13 | 2019-08-16 | 中国人民解放军海军航空大学 | 一种基于拉格朗日-粒子群更新算法的故障诊断方法 |
CN110135121B (zh) * | 2019-06-13 | 2023-04-18 | 中国人民解放军海军航空大学 | 一种基于拉格朗日-粒子群更新算法的故障诊断方法 |
CN110936073A (zh) * | 2019-12-13 | 2020-03-31 | 唐山松下产业机器有限公司 | 焊接设备及其监控方法、电子设备 |
CN110936073B (zh) * | 2019-12-13 | 2021-09-17 | 唐山松下产业机器有限公司 | 焊接设备及其监控方法、电子设备 |
CN112763091A (zh) * | 2020-12-30 | 2021-05-07 | 西南交通大学 | 地铁螺栓的温度信号智能检测装置以及测验方法 |
CN112763091B (zh) * | 2020-12-30 | 2022-04-15 | 西南交通大学 | 地铁螺栓的温度信号智能检测装置以及测验方法 |
Also Published As
Publication number | Publication date |
---|---|
CN104697765B (zh) | 2017-12-26 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN111753867B (zh) | 使用机器学习分类器来监视和诊断车辆系统问题 | |
CN108931387B (zh) | 提供准确诊断决策的基于多传感器信号分析的故障诊断方法 | |
CN108303264B (zh) | 一种基于云的车辆故障诊断方法、装置及其系统 | |
CN104697765A (zh) | 汽车空调故障检测系统及方法 | |
US9881428B2 (en) | Analysis of vehicle data to predict component failure | |
US10279816B2 (en) | Method and apparatus for monitoring an on-vehicle controller | |
US7444251B2 (en) | Detecting and diagnosing faults in HVAC equipment | |
US20120310597A1 (en) | Failure cause diagnosis system and method | |
CN107884475A (zh) | 一种基于深度学习神经网络的城市燃气管道故障诊断方法 | |
CN102928511B (zh) | 一种基于rapid层析的机械结构损伤无损识别方法 | |
US9636956B2 (en) | Wheel diagnostic monitoring | |
US20140012791A1 (en) | Systems and methods for sensor error detection and compensation | |
CN109838696A (zh) | 基于卷积神经网络的管道故障诊断方法 | |
US20190311558A1 (en) | Method and apparatus to isolate an on-vehicle fault | |
CN108885154A (zh) | 阀门诊断方法及阀门诊断装置 | |
US20080291014A1 (en) | System and method for remote diagnosis and repair of a plant malfunction with software agents | |
CN204027820U (zh) | 汽车空调故障检测系统 | |
CN104297003B (zh) | 基于动态报警阈值的转向架旋转部件的故障监测方法 | |
US11914358B2 (en) | Methods and systems for anomaly detection of a vehicle | |
CN112749210B (zh) | 基于深度学习的车辆碰撞识别方法和系统 | |
CN106647514A (zh) | 一种对水泥企业碳排放实时在线监测管理系统 | |
CN105678423A (zh) | 基于定量结构模型的故障诊断系统传感器优化配置方法 | |
CN110455549A (zh) | 诊断装置、诊断系统和诊断方法 | |
CN111506048A (zh) | 车辆故障预警方法及相关设备 | |
CN104568438A (zh) | 发动机轴承故障检测系统及方法 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
CB03 | Change of inventor or designer information | ||
CB03 | Change of inventor or designer information |
Inventor after: Liang Guangjun Inventor after: Xin Jianfang Inventor after: Zhang Xiaodong Inventor after: Tang Lin Inventor after: Zha Junjun Inventor after: Qian Mujun Inventor after: Wang Hong Inventor after: Huang Weinan Inventor before: Xin Jianfang |
|
GR01 | Patent grant | ||
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20201215 Address after: No. 406, Huaihe West Road, Chuzhou, Anhui Province Patentee after: Chuzhou Chuangxing refrigeration accessories Processing Co.,Ltd. Address before: 241000 Anhui Engineering University, Beijing Middle Road, Wuhu City, Anhui Province Patentee before: ANHUI POLYTECHNIC University |
|
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20230907 Address after: Building 5, No. 555 Huayuan East Road, Chuzhou City, Anhui Province, 239000 Patentee after: Anhui Tongkang Industrial Development Co.,Ltd. Address before: No. 406, Huaihe West Road, Chuzhou, Anhui Province Patentee before: Chuzhou Chuangxing refrigeration accessories Processing Co.,Ltd. |
|
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20240204 Address after: No. 180 Langya Road, Chuzhou City, Anhui Province, 239000 (West 4th Floor, Chuzhou Grand Theater) Patentee after: Chuzhou Modern Industry Investment and Development Co.,Ltd. Country or region after: China Address before: Building 5, No. 555 Huayuan East Road, Chuzhou City, Anhui Province, 239000 Patentee before: Anhui Tongkang Industrial Development Co.,Ltd. Country or region before: China |