CN106394501A - Automatic windshield wiper system and rainfall evaluation method thereof - Google Patents
Automatic windshield wiper system and rainfall evaluation method thereof Download PDFInfo
- Publication number
- CN106394501A CN106394501A CN201611011875.7A CN201611011875A CN106394501A CN 106394501 A CN106394501 A CN 106394501A CN 201611011875 A CN201611011875 A CN 201611011875A CN 106394501 A CN106394501 A CN 106394501A
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- windshield
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- 238000011156 evaluation Methods 0.000 title abstract description 8
- 238000000034 method Methods 0.000 claims abstract description 14
- 238000012937 correction Methods 0.000 claims description 10
- 239000011521 glass Substances 0.000 claims description 9
- 238000002474 experimental method Methods 0.000 claims description 8
- 238000004088 simulation Methods 0.000 claims description 3
- 238000001514 detection method Methods 0.000 claims description 2
- 238000013500 data storage Methods 0.000 claims 1
- 239000000203 mixture Substances 0.000 description 4
- 238000009941 weaving Methods 0.000 description 4
- 238000009434 installation Methods 0.000 description 3
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 3
- 238000013016 damping Methods 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 238000005259 measurement Methods 0.000 description 2
- 238000007790 scraping Methods 0.000 description 2
- 206010039203 Road traffic accident Diseases 0.000 description 1
- 238000007664 blowing Methods 0.000 description 1
- 238000004140 cleaning Methods 0.000 description 1
- 239000012141 concentrate Substances 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 230000007423 decrease Effects 0.000 description 1
- 239000006185 dispersion Substances 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000005684 electric field Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 239000005357 flat glass Substances 0.000 description 1
- 238000012067 mathematical method Methods 0.000 description 1
- 230000035945 sensitivity Effects 0.000 description 1
- 230000008054 signal transmission Effects 0.000 description 1
- 241000894007 species Species 0.000 description 1
- 238000010183 spectrum analysis Methods 0.000 description 1
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60S—SERVICING, CLEANING, REPAIRING, SUPPORTING, LIFTING, OR MANOEUVRING OF VEHICLES, NOT OTHERWISE PROVIDED FOR
- B60S1/00—Cleaning of vehicles
- B60S1/02—Cleaning windscreens, windows or optical devices
- B60S1/04—Wipers or the like, e.g. scrapers
- B60S1/06—Wipers or the like, e.g. scrapers characterised by the drive
- B60S1/08—Wipers or the like, e.g. scrapers characterised by the drive electrically driven
- B60S1/0818—Wipers or the like, e.g. scrapers characterised by the drive electrically driven including control systems responsive to external conditions, e.g. by detection of moisture, dirt or the like
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60S—SERVICING, CLEANING, REPAIRING, SUPPORTING, LIFTING, OR MANOEUVRING OF VEHICLES, NOT OTHERWISE PROVIDED FOR
- B60S1/00—Cleaning of vehicles
- B60S1/02—Cleaning windscreens, windows or optical devices
- B60S1/04—Wipers or the like, e.g. scrapers
- B60S1/06—Wipers or the like, e.g. scrapers characterised by the drive
- B60S1/08—Wipers or the like, e.g. scrapers characterised by the drive electrically driven
- B60S1/0818—Wipers or the like, e.g. scrapers characterised by the drive electrically driven including control systems responsive to external conditions, e.g. by detection of moisture, dirt or the like
- B60S1/0822—Wipers or the like, e.g. scrapers characterised by the drive electrically driven including control systems responsive to external conditions, e.g. by detection of moisture, dirt or the like characterized by the arrangement or type of detection means
- B60S1/0862—Wipers or the like, e.g. scrapers characterised by the drive electrically driven including control systems responsive to external conditions, e.g. by detection of moisture, dirt or the like characterized by the arrangement or type of detection means including additional sensors
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60S—SERVICING, CLEANING, REPAIRING, SUPPORTING, LIFTING, OR MANOEUVRING OF VEHICLES, NOT OTHERWISE PROVIDED FOR
- B60S1/00—Cleaning of vehicles
- B60S1/02—Cleaning windscreens, windows or optical devices
- B60S1/04—Wipers or the like, e.g. scrapers
- B60S1/06—Wipers or the like, e.g. scrapers characterised by the drive
- B60S1/08—Wipers or the like, e.g. scrapers characterised by the drive electrically driven
- B60S1/0896—Wipers or the like, e.g. scrapers characterised by the drive electrically driven including control systems responsive to a vehicle driving condition, e.g. speed
Abstract
According to an automatic windshield wiper system and a rainfall evaluation method thereof, a windshield vibrates due to collision of raindrops, the vibration status of the windshield is monitored through a windshield vibration sensor, the vibration frequencies not generated by a windshield vibration source of raindrop collision are removed from vibration signals obtained by the windshield vibration sensor according to windshield vibration modal frequencies stored in a microcontroller in advance and signal frequencies obtained by a vehicle body vibration sensor, the frequencies and the amplitudes in the windshield vibration signals are corrected according to a wind speed sensor and a vehicle speed sensor, the current rainfall is accurately estimated through the method, an estimated result is used as speed adjustment signals of the windshield wiper system, and therefore automatic adjustment of the windshield wiper speed is achieved. By adopting various regular low cost sensors and the rainfall evaluation method, evaluation of the current rainfall can be effectively achieved, and a low cost solution can be provided for existing automatic windshield wiper systems.
Description
Technical field
The invention belongs to vehicle electric field is and in particular to a kind of automatic wiping system.This system is shaken using windshield
Dynamic sensor, vehicle speed sensor, body vibrations sensor, air velocity transducer etc., by the collection of multiple sensor signals and
Analysis, the size of the current rainfall of comprehensive assessment, the speed of rain blown by adjust automatically windscreen wiper it is ensured that traffic safety row and driving are comfortable
Property.
Background technology
The definition of the windshield in vehicle traveling process directly affects traffic safety and ride comfort.In order to ensure
Driving vision clear, Hyundai Motor is fitted with windscreen wiper system.
Typically, the adjustment mode blowing rain speed of windscreen wiper system can be divided into two kinds:The first is manual windscreen wiper system
System, driver passes through to estimate the impact to degree of getting a clear view for the raindrop of windshield, visually result manually select different
Windscreen wiper speed stage, to remove rain mark on windshield it is ensured that getting a clear view.Second is automatic wiping system, this species
The automatic wiping system of type is typically by rain sensor, control module, rain shaving electrical machine drive system, rain shaving electrical machine, windscreen wiper machinery
System is constituted.By rain sensor to be monitored to current rainfall, directly or indirectly judge the readability of vehicle window,
And by this signal transmission to control module, control module turns to rain shaving electrical machine according to control mode set in advance and logic
Speed is controlled, thus realizing automatically adjusting of windscreen wiper speed, so that it is guaranteed that windshield gets a clear view.
Manual windscreen wiper system has the advantage of low cost, but due to needing the intervention of human pilot to realize scraping water speed
Adjustment, the driving intensity of therefore human pilot can increase.Especially under heavy rain congestion environment, due to needing manually to windscreen wiper speed
Degree is adjusted, and is easily caused human pilot dispersion attention and thus results in traffic accident, simultaneously the driving experience of human pilot
Also can decline.
Automatic wiping system in the course of the work can be according to the rainfall signal of rain sensor collection automatically to windscreen wiper
The speed scraping water automatically adjusts in real time, and the driving intensity that therefore can be effectively reduced human pilot is so that human pilot can
Concentrate one's energy to drive vehicle, the therefore security of vehicle can be further enhanced, and driving experience also can be optimized simultaneously.
Although automatic wiping system enables the adjust automatically that water speed scraped by windscreen wiper, the needs of its rainfall assessment are used
Rain sensor, relatively costly.Therefore, automatic wiping system is only just equipped with medium and high-grade automobile.
Document and patent is had to propose to realize rainfall assessment using vibrating sensor.Actually adopt single vibrating sensor
To realize rainfall assessment, vehicle in the process of moving, with the presence of substantial amounts of vibration source, the vehicle body that the out-of-flatness as road surface brings
Vibration that vibration, the vibration that engine operating brings, and the rapid air movement during traveling bring etc., using single
The vibration that vibrating sensor cannot be distinguished by windshield is to be led to by which kind of vibration source, therefore cannot be to raindrop impingemest windshield
The vibration signal causing effectively is identified, and then rainfall size cannot be measured, and therefore cannot realize windscreen wiper speed
Adjust automatically.There is document to propose installation damping material additional to vibrating sensor to eliminate the impact of other vibration sources, increase resistance
Damping material not only can lead to sensor that the detection sensitivity of the vibration that raindrop impingemest windshield causes is declined, and other vibration sources
The vibration leading to also cannot be completely eliminated, and therefore also cannot realize the accurate evaluation of rainfall size, thus rain brush speed cannot be realized
The adjust automatically of degree.
Content of the invention
In automatic wiping system, it is crucial that current rainfall accurately will be judged.The purpose of the present invention
It is to propose one kind using conventional sensing acquisition multi-signal, by signal disposal and analysis flow process set in advance, it is right to realize
The accurate evaluation of rainfall, and then realize the adjust automatically of windscreen wiper speed, provide solution for inexpensive automatic wiping system.
Automatic wiping system proposed by the present invention includes
The 1st, vibrating sensor on the windshield is installed:It is used for picking up the vibration signal when front windshield, in the signal
Contain the vibration signal that multiple vibration sources cause, the windshield that jolting such as in vehicle travel process, wind speed change etc. cause
Vibration.
2nd, vehicle speed sensor:It is used for measuring current speed, this signal can also be filled by the original vehicle speed measurement of vehicle
Put to obtain.Speed is faster, and the speed leading to raindrop impingemest windshield is increased, and the amplitude of therefore its vibration can increase, by
Also lead to the frequency of raindrop impingemest windshield and change in quickly moving of vehicle, therefore this signal is used for raindrop are hit
Hit the frequency of windshield and amplitude is corrected, to eliminate the impact that speed assesses the degree of accuracy to rainfall.
3rd, air velocity transducer:Under different wind conditions, the amplitude of raindrop impingemest windshield can be led to change, because
This air velocity transducer signal can be used to correct the amplitude of the vibration that raindrop impingemest windshield causes.
4th, body vibrations sensor:May be mounted at any position of car body of reflection frame weaving situation, vehicle frame is due to row
Sail the vibrations that lead to such as road conditions, engine work to be finally delivered on windshield by body construction, therefore this vibration is believed
Number also will be picked up by windshield sensor, therefore pass through the signal of frame weaving sensor, and eliminate body vibrations and rainfall is commented
The impact estimated.
5th, microcontroller Main Function is the signal by the sensor obtaining, according to pre-determined rainfall appraisal procedure
Realize assessment to rainfall, and real-time adjustment is carried out to windscreen wiper speed.
6th, rain shaving electrical machine drive system, rain shaving electrical machine and the windscreen wiper mechanical system that conventional manual windscreen wiper system has.
Specifically there is following technical characterstic
1st, by being monitored to the Vibration Condition of windshield using vibrating sensor, and shaken by vehicle speed sensor, vehicle body
Dynamic sensor, the signal of air velocity transducer collection are analyzed to carry out accurate evaluation to current rainfall
2nd, will be stored in the microcontroller by the model frequency that experiment obtains windshield, and come to keeping out the wind using model frequency
The vibration frequency that glass obtains is corrected and rejects.
3rd, the amplitude of windshield vibration after correction and frequency are accurately assessed to current rainfall, thus real
The adjust automatically of existing windscreen wiper speed.
Brief description
Fig. 1 is:Automatic wiping system composition frame chart
Fig. 2 is:Rainfall size appraisal procedure flow chart.
Specific embodiment
Below in conjunction with Figure of description, further details of theory is made to the composition of the specific embodiment of the invention and operation principle
Bright.Its composition of automatic wiping system proposed by the present invention is illustrated in fig. 1 shown below:
Ideally, the frequency of raindrop impingemest windshield wind and amplitude can reflect the size of current rainfall:Vibration frequency
Higher, vibration amplitude is bigger, shows that raindrop are bigger, more intensive, raindrop speed is faster, therefore by the Vibration Condition of windshield
The size of current rainfall can effectively be reflected, vibrational state during raindrop impingemest windshield can blow rain as windscreen wiper system
The control signal of speed adjustment.In practical situations both, the frequency of raindrop impingemest windshield and amplitude with several factors close phase
Close:As rainfall size, speed, wind speed etc..In order to the accurate size assessing current rainfall, automatic rain proposed by the present invention
Scrape the composition of system as shown in fig. 1, this system mainly by:Vibrating sensor on the windshield, vehicle speed sensor are installed(Or
Person is the GES of former car), body vibrations sensor, air velocity transducer, microcontroller and traditional windscreen wiper system are had
Some rain shaving electrical machine drive modules, the frame for movement of windscreen wiper system.
The effect of its each part is as follows
1. windshield vibrating sensor is arranged on the front windshield of automobile, and it is used for picking up the vibration when front windshield
Signal, is monitored to the Vibration Condition when front windshield, contains what multiple vibration sources caused in the vibration signal of its pickup
The vibration of the windshield that jolting in vibration, such as vehicle travel process, wind speed change etc. cause.
2. vehicle speed sensor:Vehicle speed sensor is used for measuring current speed, and in actual system, this signal can also
Obtained by vehicle original vehicle speed measurement device.The speed leading to raindrop impingemest windshield is become by the change of speed
Change, as faster in speed, the speed leading to raindrop impingemest glass for vehicle window is increased, the amplitude of therefore its vibration can increase.Meanwhile, by
In the quick movement of vehicle, the frequency that the presence of Doppler frequency shift phenomenon also leads to raindrop impingemest vehicle window changes, therefore
The acquisition of tachometer signal can be used to the frequency of raindrop impingemest vehicle window and amplitude are corrected.Therefore, obtain current speed
The size of current vibration amplitude can more accurately be determined, to eliminate the impact to rainfall size for the speed.
3. air velocity transducer:The amplitude that raindrop impingemest surveys glass can be led under different wind conditions to change, because
This can affect the peak value of collision frequency.For the raindrop that the correct amplitude to windshield impact, can be current by collection
Air speed value the amplitude of raindrop impingemest windshield is corrected.If not increasing air velocity transducer, cannot accurately estimate
Count the stroke speed of current raindrop, therefore by this kind of mode, the amplitude clashed into can be corrected.The value of correction can
To realize obtaining by experimental technique, by experiment, by simulating under different wind speed, determine it to raindrop impingemest vehicle window glass
The impact of glass amplitude.
4. body vibrations sensor, may be mounted at any position of vehicle that can reflect frame weaving situation, vehicle frame due to
The vibration that traveling road conditions, engine work etc. lead to finally will be delivered on windshield by the structure of car body, and therefore this shakes
Dynamic signal also will be picked up by the vibrating sensor on windshield, therefore passes through frame weaving sensor, can obtain current vehicle
The vibrational state of body, to eliminate running ground, engine work etc. to the impact that rainfall is assessed.
5. microcontroller Main Function is the signal by the sensor obtaining, according to the control of pre-determined windscreen wiper speed
Method processed realizes the real-time adjustment to windscreen wiper speed.
The appraisal procedure flow chart of its rainfall is as shown in Figure 2.First, the installation of windshield more fastens, its mode frequency
Rate is higher, in order to correctly assess the size of rainfall it is therefore necessary to remove the impact of model frequency, be can determine that by mode experiment
The vibration modal frequency of the windshield after installation, and this frequency values is stored in the microcontroller, only need to determine its mould simultaneously
State frequency, without its vibration shape of determination.
The first step:Automatic wiping system is acquired to the sensor signal installed on automatic wiping system first, including
Vibration signal on windshield, body oscillating signal, wind speed, GES etc..
Second step:According to the vibration signal of the vibrating sensor collection on windshield, carry out signal in the microprocessor
Treatment Analysis, by mathematical methods such as such as fast Fourier changes, obtain the crest frequency when front windshield vibration and amplitude,
Determine when the Vibration Condition on front windshield.The vibration signal also spectrum analysis simultaneously body vibrations sensor being obtained, leads to
Cross fast Fourier change etc. such as and be mathematically obtained frequency and the amplitude of current vehicle body vibration signal.
3rd step:By the frequency of the windshield vibration of acquisition and the vibration signal being obtained by body vibrations sensor
Frequency is contrasted, if had in frequency content and windshield vibration signal in the vibration signal of body vibrations sensor acquisition
Frequency identical, then by the vibration signal of windshield this frequency content remove because this vibration be from car body be transmitted through come
, rather than raindrop impingemest glass for vehicle window leads to.Simultaneously by the frequency content of the vibration signal of windshield with pass through in advance
The model frequency of the storage that experiment determines windshield in the microcontroller is compared, and the vibration signal by windshield
In with model frequency identical frequency content remove.
4th step:According to the frequency in the windshield vibration signal that acquisition GES and wind velocity signal obtain to the 3rd step
Rate and amplitude are corrected.The value of the correction of amplitude and frequency can be realized obtaining by experimental technique, its correction principle
As follows:Under experimental situation, the first step, in the case of the different rainfall of simulation, what record raindrop impingemest windshield caused shakes
Dynamic frequency and amplitude.Second step, in the case of simulating different rainfall, raindrop impingemest shelves wind glass when different speeds, wind speed
Glass amplitude, the numerical value of frequency.In the case of experiment conclusion according to the first step and second step can obtain different rainfall, speed, wind
The deviation to the impact that frequency and the amplitude of raindrop impingemest windshield cause for the speed, this deviation can be used as amplitude and frequency correction
Data, and by this correction data store in the microcontroller.
5th step:According to the peak value of frequency after correction and the size of amplitude, current rainfall size is made accurately
Assessment, effectively current rainfall can accurately be estimated, and the assessment result according to rainfall size simultaneously, be selected
Suitable windscreen wiper speed, the windscreen wiper velocity amplitude of acquisition is sent to rain brush drive system, last motor system and its machinery
Structure, keeps the cleaning of windshield and driving vision, and what rain speed blown by windscreen wiper can in laboratory environments, by simulation not
With rainfall size, demarcated with getting a clear view of windshield for standard, and by the windscreen wiper velocity amplitude under different rainfall
Storage is in the microcontroller.
Rainfall size accurate evaluation is realized by existing low cost sensor utilized above, blows rain speed to realize windscreen wiper
Adjust automatically, cost can be effectively reduced, realize the automation of windscreen wiper, thus improving traffic safety and ride comfort.
Claims (5)
1. a kind of automatic wiping system, including:
Windshield vibrating sensor, in order to gather the vibration signal of windshield;
Body vibrations sensor, in order to gather the vibration signal of vehicle frame;
Vehicle speed sensor, for obtaining current vehicle speed signal;
Air velocity transducer, for obtaining current wind velocity signal;
Microcontroller, with described windshield vibrating sensor, body vibrations sensor, vehicle speed sensor and air velocity transducer even
Connect, in order to obtain the letter that windshield vibrating sensor, body vibrations sensor, vehicle speed sensor and air velocity transducer are transmitted
Number, by the analysis and regulation windscreen wiper speed to signal;
Rain shaving electrical machine drive module, is connected with described microcontroller, receives micro-controller instructions and according to this order-driven windscreen wiper
Operating.
2. automatic wiping system according to claim 1 is it is characterised in that described windshield vibrating sensor is installed on
On front windshield.
3. automatic wiping system according to claim 1 is it is characterised in that described body vibrations sensor is installed on vehicle frame
On.
4. a kind of control method of automatic wiping system, comprises the steps:
1)Described automatic wiping system as arbitrary in claims 1 to 3 is provided;
2)The model frequency of detection windshield, and be stored in microprocessor;
3)The windshield vibration signal of described windshield vibrating sensor collection, the vehicle body of body vibrations sensor collection shake
The wind velocity signal of dynamic signal, the GES of vehicle speed sensor collection and air velocity transducer collection is transferred to described microcontroller respectively
Device;
4)Following analysis operation made by described microprocessor:
Windshield by the body vibrations signal frequency of body vibrations sensor collection and the collection of windshield vibrating sensor
Vibration signal frequency is contrasted, if there is same section in windshield vibration signal frequency and body vibrations signal frequency,
From windshield vibration signal, then remove the signal of this same frequency part;
The model frequency of windshield vibration signal frequency and windshield is compared and by windshield vibration signal
Remove with model frequency identical frequency content;
According to GES and wind velocity signal, the frequency in windshield vibration signal and amplitude are adjusted and correct;
5)Processor is according to step 4)Windshield vibration signal after rectification makes assessment basis to current rainfall size
This assessment result controls windscreen wiper running speed.
5. according to claim 4 automatic wiping system control method it is characterised in that:Described step 4)Medium frequency and width
The value of the correction of value obtains by the following method:
The first step, in the case of the different rainfall of simulation, the frequency of vibration and amplitude that record raindrop impingemest windshield causes;
Second step, in the case of simulating different rainfall, raindrop impingemest windshield amplitude, frequency when different speeds, wind speed
Numerical value;
In the case of obtaining different rainfall according to the experiment conclusion of the first step and second step, speed, wind speed keep out the wind to raindrop impingemest glass
The deviation of the impact that the frequency of glass and amplitude cause, this deviation is the data of amplitude and frequency correction, and by this correction data
Storage is in the microcontroller.
Priority Applications (1)
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CN201611011875.7A CN106394501A (en) | 2016-11-17 | 2016-11-17 | Automatic windshield wiper system and rainfall evaluation method thereof |
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CN201611011875.7A CN106394501A (en) | 2016-11-17 | 2016-11-17 | Automatic windshield wiper system and rainfall evaluation method thereof |
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Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106864413A (en) * | 2017-03-29 | 2017-06-20 | 上海华章信息科技有限公司 | The control device and method of a kind of rain brush |
CN109249947A (en) * | 2018-10-09 | 2019-01-22 | 中车株洲电力机车有限公司 | A kind of control method, system and the equipment of train windshield wiper |
CN111279186A (en) * | 2017-11-09 | 2020-06-12 | 罗伯特·博世有限公司 | Method and control device for determining the intensity of rainfall by means of ultrasonic measurement data |
US10780883B2 (en) | 2017-11-21 | 2020-09-22 | Ford Global Technologies, Llc | Precipitation detection |
CN113366344A (en) * | 2018-11-06 | 2021-09-07 | 安德思托利公司 | Rain sensor |
CN113859175A (en) * | 2021-11-10 | 2021-12-31 | 北奔重型汽车集团有限公司 | Automatic wiper control method based on heavy truck ADAS system |
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JPS57198146A (en) * | 1981-04-30 | 1982-12-04 | Nissan Shatai Co Ltd | Intermittent driving controlling apparatus for car wiper |
JPS58112852A (en) * | 1981-12-28 | 1983-07-05 | Nissan Shatai Co Ltd | Mode control device for operation of wiper |
EP0117435A2 (en) * | 1983-01-28 | 1984-09-05 | Nissan Motor Co., Ltd. | Rain sensor in an automatic wiper drive control system for an automotive vehicle |
JPH03136954A (en) * | 1989-10-23 | 1991-06-11 | Jidosha Denki Kogyo Co Ltd | Wiper device |
CN206633972U (en) * | 2016-11-17 | 2017-11-14 | 长沙理工大学 | A kind of automatic wiping system |
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Patent Citations (5)
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JPS57198146A (en) * | 1981-04-30 | 1982-12-04 | Nissan Shatai Co Ltd | Intermittent driving controlling apparatus for car wiper |
JPS58112852A (en) * | 1981-12-28 | 1983-07-05 | Nissan Shatai Co Ltd | Mode control device for operation of wiper |
EP0117435A2 (en) * | 1983-01-28 | 1984-09-05 | Nissan Motor Co., Ltd. | Rain sensor in an automatic wiper drive control system for an automotive vehicle |
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Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106864413A (en) * | 2017-03-29 | 2017-06-20 | 上海华章信息科技有限公司 | The control device and method of a kind of rain brush |
CN111279186A (en) * | 2017-11-09 | 2020-06-12 | 罗伯特·博世有限公司 | Method and control device for determining the intensity of rainfall by means of ultrasonic measurement data |
US10780883B2 (en) | 2017-11-21 | 2020-09-22 | Ford Global Technologies, Llc | Precipitation detection |
CN109249947A (en) * | 2018-10-09 | 2019-01-22 | 中车株洲电力机车有限公司 | A kind of control method, system and the equipment of train windshield wiper |
CN113366344A (en) * | 2018-11-06 | 2021-09-07 | 安德思托利公司 | Rain sensor |
CN113859175A (en) * | 2021-11-10 | 2021-12-31 | 北奔重型汽车集团有限公司 | Automatic wiper control method based on heavy truck ADAS system |
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