CN112161699A - Resonance monitoring system and method for unmanned automobile - Google Patents

Resonance monitoring system and method for unmanned automobile Download PDF

Info

Publication number
CN112161699A
CN112161699A CN202010859754.8A CN202010859754A CN112161699A CN 112161699 A CN112161699 A CN 112161699A CN 202010859754 A CN202010859754 A CN 202010859754A CN 112161699 A CN112161699 A CN 112161699A
Authority
CN
China
Prior art keywords
vibration
noise
processing module
vehicle
excitation source
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.)
Pending
Application number
CN202010859754.8A
Other languages
Chinese (zh)
Inventor
刘祥
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Henan University of Science and Technology
Original Assignee
Henan University of Science and Technology
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Henan University of Science and Technology filed Critical Henan University of Science and Technology
Priority to CN202010859754.8A priority Critical patent/CN112161699A/en
Publication of CN112161699A publication Critical patent/CN112161699A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01HMEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
    • G01H17/00Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves, not provided for in the preceding groups
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M17/00Testing of vehicles
    • G01M17/007Wheeled or endless-tracked vehicles
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M7/00Vibration-testing of structures; Shock-testing of structures
    • G01M7/02Vibration-testing by means of a shake table

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Measurement Of Mechanical Vibrations Or Ultrasonic Waves (AREA)

Abstract

A resonance monitoring system of an unmanned automobile comprises a vehicle-mounted central computer, a 5G communication module, an excitation source vibration signal acquisition device, a noise signal acquisition device, a vibration data acquisition module, a noise data acquisition module, a vibration signal processing module, a noise signal processing module, a vehicle-mounted processing module and a remote server terminal; the monitoring method is characterized in that a vehicle-mounted processing module compares a noise waveform diagram obtained after processing with vibration waveform diagrams of different excitation sources, and finds out the excitation source causing resonance, so that the excitation source is reported to a controller at a remote terminal, the controller can know the driving state of the automobile more fully, and meanwhile, the riding experience of passengers can be improved.

Description

Resonance monitoring system and method for unmanned automobile
Technical Field
The invention relates to the technical field of equipment monitoring and diagnosis, in particular to a resonance monitoring system of an unmanned automobile and a monitoring method thereof.
Background
In recent years, research on unmanned vehicles has been rapidly advanced, public acceptance has been increasingly improved, and test points have been opened in individual cities. However, due to the particularity of the unmanned automobile, problems of the automobile may not be found in time, and thus certain potential safety hazards exist. Moreover, since the panels of the vehicle have different natural frequencies, when the vehicle is excited by a large number of excitation sources and by a large number of external excitations, the components of the vehicle body may have the possibility of resonance, which greatly affects the riding experience and may also hurt the service life of the vehicle. Disclosure of Invention
In order to solve the problems, the invention provides a resonance monitoring system and a monitoring method of an unmanned automobile.
The invention is realized by the following technical scheme: a resonance monitoring system of an unmanned automobile comprises a vehicle-mounted central computer, a 5G communication module, an excitation source vibration signal acquisition device, a noise signal acquisition device, a vibration data acquisition module, a noise data acquisition module, a vibration signal processing module, a noise signal processing module, a vehicle-mounted processing module and a remote server terminal;
the excitation source vibration signal acquisition device comprises an excitation source and one or more vibration sensors, and the noise signal acquisition device is a group of sound level meters;
the sound level meters are symmetrically arranged on the seats in the vehicle and close to two sides of human ears;
the vibration data acquisition module and the noise data acquisition module respectively comprise a controller and a wireless transmitter, and the output end of the controller is respectively connected with the input end of the vibration sensor and the input end of the wireless transmitter;
the vibration signal processing module and the noise signal processing module respectively comprise a wireless transmission device, a processor and a data storage device, the vibration signal processing module receives data of the vibration data acquisition module through the wireless transmission device, the processor processes vibration signals, the data storage device is used for storing the data, the noise signal processing module receives the data of the noise data acquisition module through the wireless transmission device, the processor processes the noise signals, and the data storage device is used for storing the data;
the vehicle-mounted processing module comprises a vehicle-mounted central computer and a 5G communication module;
the remote server terminal includes a processor and a display device.
Further preferably, the vibration sensor is disposed on the excitation source.
And further optimizing, the vibration signal processing module processes the vibration signal and outputs a vibration oscillogram, and the noise signal processing module processes the vibration signal and outputs the vibration oscillogram.
A monitoring method of a resonance monitoring system of an unmanned automobile is characterized in that a vehicle-mounted processing module receives vibration signals acquired and processed by a vibration data acquisition module and a vibration signal processing module and noise signals acquired and processed by a noise signal acquisition device and a noise data acquisition module, the vibration signals are processed and compared by a vehicle-mounted central computer, and data are transmitted to a remote server terminal in real time through a 5G communication module.
Further optimization, the specific method for processing and comparing the vibration signals received by the vehicle-mounted processing module comprises the following steps: and the noise signal processing module processes the noise signal into a noise waveform image and transmits the noise waveform image to the vehicle-mounted processing module, the vehicle-mounted processing module monitors the noise waveform image, and if the sound pressure signal of the noise waveform image is suddenly increased by more than 30% and the duration t is more than 5s, the resonance phenomenon is determined to occur at the moment.
Further optimization, the specific method for processing and comparing the noise signals received by the vehicle-mounted processing module comprises the following steps: and the vehicle-mounted processing module respectively compares the noise waveform diagram with vibration waveform diagrams of different excitation sources, if the similarity between the noise waveform diagram and the vibration waveform diagrams is more than 80%, the excitation source is determined to be the excitation source causing resonance, and the result is uploaded to the remote server terminal through the 5G communication module and is alarmed.
Further optimization, the specific method for processing and comparing the noise signals received by the vehicle-mounted processing module comprises the following steps: and after the noise waveform diagrams are respectively compared with the vibration waveform diagrams of different excitation sources by the vehicle-mounted processing module, if the similarity is not higher than 80%, the excitation source causing the resonance is not detected or comes from an excitation source outside the vehicle, and the result is uploaded to the remote server terminal through the 5G communication module and is alarmed.
The invention has the beneficial effects that:
the invention can remotely monitor the running state of the unmanned automobile, timely find out whether the automobile generates resonance phenomenon, and find out the excitation source causing the resonance through comparison of the oscillogram, thereby reporting to the control personnel at the remote terminal, the control personnel can more fully know the running state of the automobile, and meanwhile, the riding experience of passengers can be improved.
Drawings
FIG. 1 is a block diagram of the system architecture of the present invention;
FIG. 2 is a flow chart of the detection and discrimination of the present invention;
FIG. 3 is a flow chart of resonance detection discrimination;
fig. 4 is an excitation source detection and discrimination flow.
Detailed Description
The technical solution of the present invention will be further explained by the following detailed description with reference to the accompanying drawings.
In order to make the objects, technical solutions and novel points of the present invention more clearly apparent, the present invention is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
A resonance monitoring system of an unmanned automobile comprises a vehicle-mounted central computer, a 5G communication module, an excitation source vibration signal acquisition device, a noise signal acquisition device, a vibration data acquisition module, a noise data acquisition module, a vibration signal processing module, a noise signal processing module, a vehicle-mounted processing module and a remote server terminal; the excitation source vibration signal acquisition device comprises an excitation source and one or more vibration sensors, and the vibration sensors are arranged on the excitation source; the noise signal acquisition device is a group of sound level meters which are symmetrically arranged on the seats in the vehicle and close to two sides of human ears, so that the sound level meters are used for detecting the sound level, and a series of judgments are carried out through data comparison to judge whether resonance noise enough to be felt by passengers occurs; the vibration data acquisition module and the noise data acquisition module respectively comprise a controller and a wireless transmitter, and the output end of the controller is respectively connected with the input end of the vibration sensor and the input end of the wireless transmitter; the vibration signal processing module and the noise signal processing module respectively comprise a wireless transmission device, a processor and a data storage device, the vibration signal processing module receives data of the vibration data acquisition module through the wireless transmission device, the processor processes vibration signals, the data storage device is used for storing the data, the noise signal processing module receives the data of the noise data acquisition module through the wireless transmission device, the processor processes the noise signals, and the data storage device is used for storing the data; the vehicle-mounted processing module comprises a vehicle-mounted central computer and a 5G communication module; the remote server terminal includes a processor and a display device.
The vibration signal processing module processes the vibration signal and outputs a vibration oscillogram, and the noise signal processing module processes the vibration signal and outputs the vibration oscillogram.
A monitoring method of a resonance monitoring system of an unmanned automobile specifically comprises the following steps:
detection of resonance phenomena: the method comprises the following steps that a noise signal processing module processes a noise signal into a noise waveform image and then transmits the noise waveform image to a vehicle-mounted processing module, the vehicle-mounted processing module monitors the noise waveform image, if the sound pressure signal of the noise waveform image is suddenly increased by more than 30% and the duration time t is more than 5s, the resonance phenomenon is determined to occur at the moment, an excitation source is further detected continuously, otherwise, the resonance phenomenon is determined not to occur, and the detection is finished;
detection of excitation source: the vehicle-mounted processing module respectively compares the noise waveform diagram with vibration waveform diagrams of different excitation sources, if the similarity between the noise waveform diagram and the vibration waveform diagrams is greater than 80%, the excitation source is determined to be an excitation source causing resonance, and the result is uploaded to the remote server terminal through the 5G communication module and is alarmed; if the similarity is not found to be higher than 80%, the excitation source causing the resonance is not detected or comes from an excitation source outside the vehicle, and the result is uploaded to the remote server terminal through the 5G communication module and an alarm is given.
It is further noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
The embodiments in the present description are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims (7)

1. A resonance monitoring system of an unmanned automobile comprises a vehicle-mounted central computer, a 5G communication module, an excitation source vibration signal acquisition device, a noise signal acquisition device, a vibration data acquisition module, a noise data acquisition module, a vibration signal processing module, a noise signal processing module, a vehicle-mounted processing module and a remote server terminal;
the excitation source vibration signal acquisition device comprises an excitation source and one or more vibration sensors, and the noise signal acquisition device is a group of sound level meters;
the sound level meters are symmetrically arranged on the seats in the vehicle and close to two sides of human ears;
the vibration data acquisition module and the noise data acquisition module respectively comprise a controller and a wireless transmitter, and the output end of the controller is respectively connected with the input end of the vibration sensor and the input end of the wireless transmitter;
the vibration signal processing module and the noise signal processing module respectively comprise a wireless transmission device, a processor and a data storage device, the vibration signal processing module receives data of the vibration data acquisition module through the wireless transmission device, the processor processes vibration signals, the data storage device is used for storing the data, the noise signal processing module receives the data of the noise data acquisition module through the wireless transmission device, the processor processes the noise signals, and the data storage device is used for storing the data;
the vehicle-mounted processing module comprises a vehicle-mounted central computer and a 5G communication module;
the remote server terminal includes a processor and a display device.
2. The method of claim 1, wherein the vibration sensor is disposed on the excitation source.
3. The monitoring method of the resonance monitoring system of the unmanned aerial vehicle as claimed in claim 1, wherein the vibration signal processing module processes the vibration signal and outputs a vibration waveform map, and the noise signal processing module processes the vibration signal and outputs a vibration waveform map.
4. The monitoring method of claim 1, wherein the vehicle-mounted processing module receives the vibration signals acquired and processed by the vibration data acquisition module and the vibration signal processing module and the noise signals acquired and processed by the noise signal acquisition device and the noise data acquisition module, processes and compares the vibration signals and the noise signals by the vehicle-mounted central computer, and transmits the data to the remote server terminal in real time through the 5G communication module.
5. The monitoring method of the resonance monitoring system of the unmanned vehicle as claimed in claim 4, wherein the specific method for processing and comparing the vibration signals received by the vehicle-mounted processing module comprises: and the noise signal processing module processes the noise signal into a noise waveform image and transmits the noise waveform image to the vehicle-mounted processing module, the vehicle-mounted processing module monitors the noise waveform image, and if the sound pressure signal of the noise waveform image is suddenly increased by more than 30% and the duration t is more than 5s, the resonance phenomenon is determined to occur at the moment.
6. The monitoring method of the resonance monitoring system of the unmanned vehicle as claimed in claim 4, wherein the specific method for processing and comparing the noise signal received by the vehicle-mounted processing module comprises: and the vehicle-mounted processing module respectively compares the noise waveform diagram with vibration waveform diagrams of different excitation sources, if the similarity between the noise waveform diagram and the vibration waveform diagrams is more than 80%, the excitation source is determined to be the excitation source causing resonance, and the result is uploaded to the remote server terminal through the 5G communication module and is alarmed.
7. The monitoring method of the resonance monitoring system of the unmanned vehicle as claimed in claim 4, wherein the specific method for processing and comparing the noise signal received by the vehicle-mounted processing module comprises: and after the noise waveform diagrams are respectively compared with the vibration waveform diagrams of different excitation sources by the vehicle-mounted processing module, if the similarity is not higher than 80%, the excitation source causing the resonance is not detected or comes from an excitation source outside the vehicle, and the result is uploaded to the remote server terminal through the 5G communication module and is alarmed.
CN202010859754.8A 2020-08-24 2020-08-24 Resonance monitoring system and method for unmanned automobile Pending CN112161699A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010859754.8A CN112161699A (en) 2020-08-24 2020-08-24 Resonance monitoring system and method for unmanned automobile

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010859754.8A CN112161699A (en) 2020-08-24 2020-08-24 Resonance monitoring system and method for unmanned automobile

Publications (1)

Publication Number Publication Date
CN112161699A true CN112161699A (en) 2021-01-01

Family

ID=73860169

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010859754.8A Pending CN112161699A (en) 2020-08-24 2020-08-24 Resonance monitoring system and method for unmanned automobile

Country Status (1)

Country Link
CN (1) CN112161699A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113670586A (en) * 2021-08-18 2021-11-19 河南科技大学 Noise and sound insulation detection device for automobile outer rearview mirror
CN115037827A (en) * 2022-08-11 2022-09-09 荣耀终端有限公司 Driving voltage adjusting method, electronic device and storage medium

Citations (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2003038426A1 (en) * 2001-10-31 2003-05-08 Ncode International Ltd Identification of noise sources
JP2007253755A (en) * 2006-03-22 2007-10-04 Toyota Motor Corp Vibration control device for vehicle
CN101672690A (en) * 2009-09-27 2010-03-17 吉林大学 Method for objectively and quantifiably evaluating noise fret degree in vehicle based on auditory model
CN102013251A (en) * 2009-09-07 2011-04-13 雅马哈株式会社 Acoustic resonance device
CN103148162A (en) * 2013-03-12 2013-06-12 三一汽车起重机械有限公司 Crane, and vibration self-stabilizing control method, device and system
KR20130074412A (en) * 2011-12-26 2013-07-04 지인호 Resonance sound wave generator for car
CN104002750A (en) * 2014-05-30 2014-08-27 长城汽车股份有限公司 Control device for eliminating roars in car
CN203824640U (en) * 2014-03-07 2014-09-10 山东科技大学 Automobile steering system inherent frequency measuring system
JP2014228386A (en) * 2013-05-22 2014-12-08 三菱電機株式会社 Noise source position estimation device and noise source position estimation program
CN204085683U (en) * 2014-09-28 2015-01-07 重庆工程职业技术学院 Automobile vibration monitoring system
CN105890742A (en) * 2016-04-15 2016-08-24 潍柴动力股份有限公司 Vehicle resonance detection alarming method, vehicle resonance detection alarming device, and vehicle resonance detection alarming system
US20170153654A1 (en) * 2013-03-15 2017-06-01 First Principles Inc. Method and device for analyzing resonance
CN106996828A (en) * 2017-05-04 2017-08-01 安徽江淮汽车集团股份有限公司 The method for predicting the in-car noise contribution amount size of accelerating mode
CN206961513U (en) * 2017-06-21 2018-02-02 芜湖宏景电子股份有限公司 Active noise cancellation element based on vehicle-mounted DA cross complaints system
CN207389116U (en) * 2017-10-30 2018-05-22 长兴智创长青环保科技有限公司 A kind of pilotless automobile running state monitoring and prior-warning device
CN108597489A (en) * 2018-04-21 2018-09-28 中车青岛四方机车车辆股份有限公司 A kind of bullet train car Active noise control system
US10223842B1 (en) * 2017-10-30 2019-03-05 Hyundai Motor Company System for controlling remotely connected vehicle
CN109724811A (en) * 2018-12-21 2019-05-07 江苏大学 A kind of structure transmission path detection system of passenger compartment sound quality
CN109932152A (en) * 2019-04-03 2019-06-25 一汽-大众汽车有限公司 A kind of car horn resonance detection device and detection method
CN110059364A (en) * 2019-03-26 2019-07-26 江苏大学 A kind of tire cavity resonance noise Simulation test method
CN110715019A (en) * 2019-10-18 2020-01-21 吉林大学 Shape memory alloy-based automobile structure rigidity changing device and control method thereof
CN210128829U (en) * 2019-05-31 2020-03-06 河南德力新能源汽车有限公司 Abnormal vibration diagnostic equipment for automobile

Patent Citations (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2003038426A1 (en) * 2001-10-31 2003-05-08 Ncode International Ltd Identification of noise sources
JP2007253755A (en) * 2006-03-22 2007-10-04 Toyota Motor Corp Vibration control device for vehicle
CN102013251A (en) * 2009-09-07 2011-04-13 雅马哈株式会社 Acoustic resonance device
CN101672690A (en) * 2009-09-27 2010-03-17 吉林大学 Method for objectively and quantifiably evaluating noise fret degree in vehicle based on auditory model
KR20130074412A (en) * 2011-12-26 2013-07-04 지인호 Resonance sound wave generator for car
CN103148162A (en) * 2013-03-12 2013-06-12 三一汽车起重机械有限公司 Crane, and vibration self-stabilizing control method, device and system
US20170153654A1 (en) * 2013-03-15 2017-06-01 First Principles Inc. Method and device for analyzing resonance
JP2014228386A (en) * 2013-05-22 2014-12-08 三菱電機株式会社 Noise source position estimation device and noise source position estimation program
CN203824640U (en) * 2014-03-07 2014-09-10 山东科技大学 Automobile steering system inherent frequency measuring system
CN104002750A (en) * 2014-05-30 2014-08-27 长城汽车股份有限公司 Control device for eliminating roars in car
CN204085683U (en) * 2014-09-28 2015-01-07 重庆工程职业技术学院 Automobile vibration monitoring system
CN105890742A (en) * 2016-04-15 2016-08-24 潍柴动力股份有限公司 Vehicle resonance detection alarming method, vehicle resonance detection alarming device, and vehicle resonance detection alarming system
CN106996828A (en) * 2017-05-04 2017-08-01 安徽江淮汽车集团股份有限公司 The method for predicting the in-car noise contribution amount size of accelerating mode
CN206961513U (en) * 2017-06-21 2018-02-02 芜湖宏景电子股份有限公司 Active noise cancellation element based on vehicle-mounted DA cross complaints system
CN207389116U (en) * 2017-10-30 2018-05-22 长兴智创长青环保科技有限公司 A kind of pilotless automobile running state monitoring and prior-warning device
US10223842B1 (en) * 2017-10-30 2019-03-05 Hyundai Motor Company System for controlling remotely connected vehicle
CN108597489A (en) * 2018-04-21 2018-09-28 中车青岛四方机车车辆股份有限公司 A kind of bullet train car Active noise control system
CN109724811A (en) * 2018-12-21 2019-05-07 江苏大学 A kind of structure transmission path detection system of passenger compartment sound quality
CN110059364A (en) * 2019-03-26 2019-07-26 江苏大学 A kind of tire cavity resonance noise Simulation test method
CN109932152A (en) * 2019-04-03 2019-06-25 一汽-大众汽车有限公司 A kind of car horn resonance detection device and detection method
CN210128829U (en) * 2019-05-31 2020-03-06 河南德力新能源汽车有限公司 Abnormal vibration diagnostic equipment for automobile
CN110715019A (en) * 2019-10-18 2020-01-21 吉林大学 Shape memory alloy-based automobile structure rigidity changing device and control method thereof

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
王帅: "汽车空调系统振动和噪声研究与构件优化", 中国优秀硕士学位论文全文数据库工程科技Ⅱ辑 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113670586A (en) * 2021-08-18 2021-11-19 河南科技大学 Noise and sound insulation detection device for automobile outer rearview mirror
CN115037827A (en) * 2022-08-11 2022-09-09 荣耀终端有限公司 Driving voltage adjusting method, electronic device and storage medium

Similar Documents

Publication Publication Date Title
CN106168541B (en) Automobile, diagnostic system and the method for generating vehicle diagnosis data
JP2017517819A (en) Method for monitoring road conditions in real time and apparatus for monitoring road conditions in real time
CN112161699A (en) Resonance monitoring system and method for unmanned automobile
US20190221052A1 (en) Vehicle operation management system
CN108682120A (en) A kind of vehicle fatigue early warning device and method
WO2020060853A1 (en) Using vehicle electrical system monitored values
CN108573602B (en) Traffic noise data acquisition system and control method thereof
CN103754174B (en) A kind of automobile-used information processor and system
CN101996492A (en) Communication method and system for onboard vehicle condition or environmental monitoring information
CN105374083B (en) vehicle identification method and device
CN113470314A (en) Fatigue early warning control method, device, equipment and automobile
CN108848171A (en) A kind of air quality Situation Awareness System and method based on Internet of Things
CN204790560U (en) Car intelligence diagnosis positioning device based on OBD -II interface
CN112614308B (en) Life detecting system in vehicle
US20170358155A1 (en) Wheel bolt torque monitoring system for vehicle
CN203012809U (en) Satellite positioning vehicle monitoring vehicle-mounted terminal system
CN207489265U (en) A kind of speed testing system based on MEMS sensor
CN113362565A (en) Fatigue driving early warning method and system based on decision algorithm
CN206287977U (en) A kind of automobile burglar system for prompting based on Intelligent key
CN113538843A (en) In-vehicle human body detection alarm server and method thereof
CN206367468U (en) A kind of vehicle driving condition monitoring system based on wireless radio-frequency
AU2021105007A4 (en) AN IoT ENABLED HEAVY VEHICLE DETECTION SYSTEM FOR RESTRICTED AREA
CN203739797U (en) Information processing device and system for automobiles
CN209787465U (en) Shared automobile maintenance system based on signal processing
CN218519629U (en) Take intelligent passenger cabin of OBD function

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
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20210101