EP3721185A1 - Method and system for monitoring the mass of an object - Google Patents
Method and system for monitoring the mass of an objectInfo
- Publication number
- EP3721185A1 EP3721185A1 EP18815274.8A EP18815274A EP3721185A1 EP 3721185 A1 EP3721185 A1 EP 3721185A1 EP 18815274 A EP18815274 A EP 18815274A EP 3721185 A1 EP3721185 A1 EP 3721185A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- mass
- vehicle
- sensor
- vibration data
- vibrations
- 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.)
- Withdrawn
Links
- 238000000034 method Methods 0.000 title claims abstract description 48
- 238000012544 monitoring process Methods 0.000 title claims abstract description 13
- 230000004044 response Effects 0.000 claims abstract description 16
- 238000006073 displacement reaction Methods 0.000 claims description 25
- 230000010355 oscillation Effects 0.000 claims description 14
- 238000005314 correlation function Methods 0.000 claims description 12
- 230000008859 change Effects 0.000 claims description 11
- 238000005315 distribution function Methods 0.000 claims description 8
- 238000012634 optical imaging Methods 0.000 claims description 8
- 230000001133 acceleration Effects 0.000 claims description 7
- 230000001419 dependent effect Effects 0.000 claims description 3
- 238000003384 imaging method Methods 0.000 claims 1
- 230000003287 optical effect Effects 0.000 claims 1
- 238000005259 measurement Methods 0.000 description 13
- 238000011068 loading method Methods 0.000 description 6
- 230000007423 decrease Effects 0.000 description 5
- 230000008901 benefit Effects 0.000 description 2
- 238000010276 construction Methods 0.000 description 2
- 238000011065 in-situ storage Methods 0.000 description 2
- 239000000853 adhesive Substances 0.000 description 1
- 230000001070 adhesive effect Effects 0.000 description 1
- 230000002547 anomalous effect Effects 0.000 description 1
- 238000011088 calibration curve Methods 0.000 description 1
- 230000003247 decreasing effect Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000002474 experimental method Methods 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000003534 oscillatory effect Effects 0.000 description 1
- 230000001105 regulatory effect Effects 0.000 description 1
- 238000000926 separation method Methods 0.000 description 1
- 238000003860 storage Methods 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
- 238000005303 weighing Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01G—WEIGHING
- G01G19/00—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups
- G01G19/08—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups for incorporation in vehicles
- G01G19/086—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups for incorporation in vehicles wherein the vehicle mass is dynamically estimated
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01H—MEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
- G01H1/00—Measuring characteristics of vibrations in solids by using direct conduction to the detector
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/12—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to parameters of the vehicle itself, e.g. tyre models
- B60W40/13—Load or weight
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01G—WEIGHING
- G01G19/00—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups
- G01G19/02—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups for weighing wheeled or rolling bodies, e.g. vehicles
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01G—WEIGHING
- G01G19/00—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups
- G01G19/02—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups for weighing wheeled or rolling bodies, e.g. vehicles
- G01G19/028—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups for weighing wheeled or rolling bodies, e.g. vehicles combined with shock-absorbing devices
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01G—WEIGHING
- G01G19/00—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups
- G01G19/08—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups for incorporation in vehicles
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01G—WEIGHING
- G01G19/00—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups
- G01G19/52—Weighing apparatus combined with other objects, e.g. furniture
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01G—WEIGHING
- G01G3/00—Weighing apparatus characterised by the use of elastically-deformable members, e.g. spring balances
- G01G3/12—Weighing apparatus characterised by the use of elastically-deformable members, e.g. spring balances wherein the weighing element is in the form of a solid body stressed by pressure or tension during weighing
- G01G3/16—Weighing apparatus characterised by the use of elastically-deformable members, e.g. spring balances wherein the weighing element is in the form of a solid body stressed by pressure or tension during weighing measuring variations of frequency of oscillations of the body
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N29/00—Investigating or analysing materials by the use of ultrasonic, sonic or infrasonic waves; Visualisation of the interior of objects by transmitting ultrasonic or sonic waves through the object
- G01N29/04—Analysing solids
- G01N29/12—Analysing solids by measuring frequency or resonance of acoustic waves
Definitions
- the invention relates to a method and system for monitoring the mass of an object. More specifically, the invention relates to a method and system for monitoring the mass of an object, such as a vehicle, when subject to a vibratory force, for example the vibrations from a vehicle engine. Background to the Invention
- weighbridges It is known to use weighbridges to monitor the mass of both loaded and unloaded vehicles siich as cars, vans and lorries. However, weighbridges are sometimes not convenient to use as they are often sited in a fixed location due to their size and construction. An individual weighbridge usually also has a maximum operating mass, which will in turn be dependent on its particular construction. Weighbridges typically require that the vehicle to be measured is manoeuvred into a particular position on the device.
- a method for monitoring the mass of an object comprising the steps of:
- the response of an object or part of an object to the application of a vibratory force is to oscillate, in time, about a fixed position, which can be measured as movement of the object about this fixed position (for example, using an accelerometer located on the object, or a vibration sensor located remote from the object).
- vibrations induced by the force may be complex, the inventors have nevertheless found that vibration data, or a parameter derived therefrom, are measurably affected by any change in the mass of the object and hence, can be used to monitor mass changes over time or even derive mass values.
- a method which monitors the mass of an object by applying a vibrating force to the object, measuring corresponding vibrations in whole or part of the object using one or more sensors, and comparing the vibration data so obtained to reference data, so as to determine the mass of the object or an indication that the mass has changed.
- a parameter is derived from the vibration data (for example the frequency of vibration or a distribution value) and compared with one or more reference parameters.
- the vibratory force is a continuous force, typically, but not necessarily, for the duration of the measurement of vibration data.
- the vibratory force may involve a single application of a force, or the application of a plurality of discrete vibratory forces.
- the force needs to be of sufficient magnitude to cause the object to vibrate in whole or in part.
- the method of the invention may in principle be applied to any object, but preferably the object is a large object, for example an object having a mass in excess of 1 tonne.
- the method has particular application where the object is a vehicle, for example a car, a van, a lorry or even an aircraft.
- Vehicles are large objects which present particular challenges regarding mass measurement.
- it is possible to measure the vehicle’s mass without employing large scale weighing equipment such a weighbridge, and without needing to manoeuver the vehicle into a fixed position.
- in situ or remote sensor or sensors may be used to monitor the mass of the vehicle at any location.
- the invention makes it possible to monitor the mass of the object, such as a vehicle, over a required period, to determine whether or not the mass of the object changes. Preferably, therefore, steps (iii) and (iv) of the method are repeated over time so as to determine whether the mass of the object changes over time.
- steps (iii) and (iv) of the method are repeated over time so as to determine whether the mass of the object changes over time.
- the method may further comprise the step of providing an alert, or warning, such as, for example, an audio and/or visual alarm, so that an alarm can be raised when the comparison of the vibration data or parameter derived therefrom to reference data or one or more reference parameters indicates that a predetermined mass has been reached or exceeded, or that the mass differs from an expected value.
- the vibratory force may be provided by any suitable source of vibrations, which source may be located internal or external to the object.
- a source of vibrations may comprise any suitable arrangement in which the object is engaged with the vibratory source such that sufficient force is imparted on the object so as to cause it to vibrate in whole or in part.
- a source of vibrations may be permanently or temporarily attached to the object, or alternatively may be in contact with, but not directly attached to, the object.
- a source of vibrations may be attached, or removably attached, to the object, by way of any suitable fixing means such as, but not limited to, adhesive, rivets, bolts, fixing brackets or similar.
- an external vibratory force may be provided by an oscillating platform on or against which the object can be located.
- the vibratory force may comprise a rotating motor, such as an off centre rotating motor, which may be in contact with or fixed to the object.
- the vibratory force is applied by a source of vibrations that is integral to the object, more preferably integral to the object and itself a functional component of the object. This provides for a convenient means of applying an in situ vibratory force without the need to position a separate source of vibrations in, on or against the object.
- the source of vibrations which provides the vibratory force is preferably the vehicle’s engine, more preferably an idling engine.
- vehicle engines When running, vehicle engines cause the body of the vehicle to vibrate. This is the case even when the vehicle is otherwise stationary an he engine is idling. Therefore, vehicle engines provide a convenient, integral source of vibrations for monitoring the mass of a vehicle according to the invention, without the need for an additional oscillator which may compromise the normal functioning of the vehicle, or affect the forces experienced by passengers or cargo.
- the method may comprise the step of determining that the object has substantially constant linear velocity before measuring the vibration data. More preferably, the method comprises the step of determining that the object is substantially at rest before measuring the vibration data, in other words the object is stationary with respect to translational motion. For example, a vehicle is at rest when it is not being driven. Suitably, the method is applied to a vehicle when it is parked with the engine running or idling.
- Determining that the object is substantially at rest prior to and/or during the measurement of the vibration data ensures that the measured movement of the object is primarily as a result of the vibratory force. This may reduce' errors in the measurement of the vibration data and hence, improve accuracy.
- the step of determining that the body is substantially at rest may be undertaken using any suitable sensor(s), for example an accelerometer a laser, an optical imaging system, a Global Positioning System sensor, or any combination thereof.
- the sensor(s) may be located on or within the object, or located remotely, or both.
- the sensor or sensors used to measure the vibration data of the object may also be used to determine whether or not the object has substantially constant linear velocity, or is substantially at rest. This reduces the complexity of the system.
- any suitable sensor or sensors may be used to measure the vibrations of the object in response to the applied vibratory force.
- the sensor may be an accelerometer, a laser, or an optical imaging system, or any combination thereof.
- the sensor or sensors may be located on or within the object, or arranged remotely from the object, or both.
- An accelerometer is a preferred choice for locating the sensor or sensors on or within the object, because an accelerometer is a readily available, simple, cheap and convenient means of measuring the vibration data.
- Lasers are a suitable choice for remote vibration detection.
- a laser-based sensor or sensors may be directed at the object so that vibration data such as velocity, displacement and/or acceleration of the object or part of the object over time may be measured.
- the vibration data may be measured remotely using an optical imaging system, which can be used to record changes in positon of the object over time.
- Remote measurement provides the advantage that the mass of the object can be monitored without the need for a sensor to be located on the object itself.
- Such remote sensors could be located irt;a fixed position, or alternatively could be movable to enable them to be repositioned relative to the location of the object.
- a plurality of sensors is used.
- the plurality of sensors may be used to monitor simultaneously the vibration data, which provides the opportunity to check the measured response, as well as the ability to determine an average response from the sensors; this reduces errors and improves accuracy.
- the plurality of sensors may be used to monitor different parts of the object which may have different vibration responses.
- the measured vibration data preferably comprises displacement, time, velocity or acceleration values, or any combination thereof.
- the time period over which the vibration data are measured may be optimised depending on, for example, the derived parameter, or nature of the object, or the magnitude and duration of vibratory force, or any combination thereof.
- vibration data it may be possible for vibration data to be measured over a plurality of periods of oscillation. Measuring the vibration data for more than one period of oscillation enables the parameter associated with the vibration data to be derived from information associated with more than one period. This may improve the accuracy of the derived parameter because any anomalous readings or noise associated with the vibration data can be diseased or reduced.
- the inventors identified a fundamental vibrational mode in the range 10-60 Hz. As a result, it was possible to measure vibrational data corresponding to approximately 200- 1200 oscillatory periods in a measurement time of 20 seconds.
- the vibration data may be measured in one, two or three dimensions as appropriate. If the vibration data are measured in two or three dimensions, the parameter derived from the vibration data may be calculated from the resultant of the measured response. For example, in the case of three dimensions, the at least one parameter may be calculated from the route mean square of the measured vibration data in the direction of a first, second and third orthogonal axis.
- the method of the invention can be used to determine the mass of the object, or obtain an indication that the mass of the object deviates from a reference value: This is achieved by comparing the vibration data, or a parameter derived therefrom, to reference data or one or more reference parameters.
- the reference data, or parameter derived therefrom, are chosen to be data or a parameter related to the mass of the object, and known to change as the mass of the object changes.
- the step of comparing the derived parameter to the one or more reference parameters may comprise determining if the derived parameter is greater than, less than or matches the reference parameter(s). Where the derived parameter and the reference parameter(s) match, the object can be determined to be at the mass corresponding to the reference parameter(s). Where the parameter differs from the reference parameter(s) the object can be determined to have a different mass than that indicated by the reference parameter(s).
- the reference parameter(s) may further comprise an indication of whether an increase or decrease in the variable type of the reference parameter(s) relates to an increase or decrease in the mass of the object. This enables an indication of an increase or a decrease in mass to be determined from the step of comparing the derived parameter to the reference parameter(s).
- the one or more reference parameters may comprise single value or a series of values, for example a series of calibration values for different mass loadings for the object, or a look up table.
- the reference parameter may comprise a relationship, such as a linear relationship or a calibration curve, describing the relationship between the derived parameter and the mass of the object. Having a reference parameter comprising a scale and/or a relationship enables the mass of the object to be determined by comparing the parameter to the reference parameter(s) and deriving the associated mass.
- the reference parameter(s) is a series of calibration values for different mass loadings
- the interval between different values can be optimally selected depending of the required level of accuracy required. For example, where an approximate determination of mass of the object is sufficient, the scale may have relatively larger intervals between values than cases where a high degree of fidelity is desirable.
- the reference parameter(s) may be derived in a calibration step prior to implementing the method, for example by measuring vibration data for an object or objects of known mass or masses when subjected to a known vibratory force or forces.
- the derived parameter may be the vibration frequency, for example a frequency derived from displacement/time data captured using one or more accelerometers.
- the frequency of oscillation of an object will change in relation the addition or removal of mass. As mass is added, the frequency of oscillation will typically decrease. In contrast, as the mass decreases, the frequency of oscillation will increase. Therefore, by deriving the frequency of oscillation from the vibration data of the object and comparing this to a reference frequency value for a known mass, it is possible either to determine the mass of the object or establish whether the mass of the object has increased or decreased relative to the mass indicated by the reference value.
- the derived frequency may be compared ts a reference parameter that is a single reference frequency relating to a specific object mass, for example a known oscillation frequency for an unloaded vehicle at rest, in which case it is possible to determine whether or not the mass of the vehicle matches the reference, or differs from the reference.
- the reference parameter may be a series of frequencies associated with a range of different object mass values, for example calibration frequencies for a vehicle having various mass loadings, in which case it is possible to determine the mass of the object.
- the derived parameter may be a distribution value derived by applying a distribution function to the vibration data.
- the distribution value may be a measure of the spatial distribution, or spread, of the vibration data of the object.
- the measured vibration data comprises at least two of time, displacement, velocity and acceleration and the distribution value is derived by applying a distribution function to at least two of these variables.
- the distribution value may be a time-dependant spatial distribution measure. More preferably, the distribution value is obtained from two of velocity, displacement and acceleration.
- the inventor has found that, when the vibration data are repeatedly sampled as a plurality of values over time, applying a distribution function can be used to determine the mass, or a change in the mass, of an object. This is because the relative spread, or the amount of relative separation, of the values changes with mass loading, as illustrated below with regard to Figures 2a and 2b.
- the vibration data may be measured as a plurality of samples of two or more variables. Each sample comprises the value of each variable taken at a specific point in time or a specific position of the object.
- the samples may be taken at regular time intervals. For example, a set of displacement and velocity measurements may be taken at pre-determined time intervals.
- the distribution function may be a measure of deviation, for example standard deviation.
- Standard deviation is a convenient means of measuring the spread of vibration data, and provides an indication of the extent to which the sampled values of the vibration data differ from the mean value of the sampled vibration data.
- the distribution function is a correlation function, for example a linear correlation function.
- Correlation functions provide a statistical measure for determining correlation between two or more variables.
- linear correlation functions may be used to measure the linear association between at least two variables.
- the linear correlation function is the Pearson Correlation function.
- the correlation function is applied to velocity/displacement values.
- the sensor or sensors may be positioned at any suitable location, for example inside the object or on the surface of the object.
- the sensor or sensors may be arranged to transmit data to the processor by ' means of a wired or a wireless cbnnection.
- Any suitable sensor or sensors may be used, such as, for example, an accelerometer, a laser, or an optical imaging system, or any combination thereof.
- An accelerometer is especially suited to being fixed, removably or otherwise, onto or within the object.
- the sensor or sensors may be located remote from the object, so that the vibration data can be measured without the need to locate a sensor on or within the object. This can reduce costs as only a single sensor may be needed to monitor multiple vehicles. It is also advantageous because it is possible to monitor the mass of the object without the need to install a sensor onto or within the object. For example, lasers and optical imaging systems are particularly suited to the remote measurement of the vibration data of the object.
- the system may comprise a plurality of sensors configured to simultaneously measure the vibration data of the object, for example both an accelerometer and a laser may be used to monitor the object or, by way of alternative example, a laser and an optical imaging may be used in conjunction with one other to measure the vibration data of the object.
- a plurality of sensors configured to simultaneously measure the vibration data of the object, for example both an accelerometer and a laser may be used to monitor the object or, by way of alternative example, a laser and an optical imaging may be used in conjunction with one other to measure the vibration data of the object.
- the system comprises a sensor for determining whether or not the object has substantially constant linear velocity. More preferably, the system comprises a sensor for determining whether or not the object is substantially at rest.
- the sensor may be an accelerometer, a laser, an optical imaging system, or a Global Positioning System sensor, or a combination thereof.
- the object may be a vehicle, for example a road vehicle such as car, a van, a lorry, or an aircraft.
- the source of vibrations may be an internal or external source.
- An internal source may be integral to the object.
- the source may be incorporated into the object for the specific purpose of providing a vibratory force, it is more convenient to use a source which is also a functional component of the object.
- the vibratory force may be applied by the vehicle engine, more preferably an idling engine.
- the vehicle engine may be responsible for both powering the drive mechanism of the vehicle as well as providing the vibratory force.
- a vehicle engine as a source of vibrations in a method to determine the mass, or change in mass, of said vehicle.
- a method for calibrating the vibration response of an object comprising the steps of: a. applying a vibratory force to an object of known mass so that the object vibrates in whole or in part; b. providing a sensor or sensors configured to measure vibrations of the object in response to the force; c. optionally applying an additional known load mass to the object; d. measuring vibration data from the sensor(s) and optionally deriving a one or more parameters therefrom.
- Step c) need not be carried out where it is desired to calibrate the object when unloaded.
- the load mass may be located at any suitable position on the object.
- the load mass may be located within a cargo hold of a lorry or the storage compartment of a car.
- the load mass may have a mass in in the range 10 kg to 200 kg.
- steps c) and d) are repeated to obtain a desired range of calibration values.
- the object may be a vehicle and the vibratory force may be applied by the vehicle engine.
- Figures 1 a and 1 b are schematic side views of an unloaded and loaded vehicle (respectively) illustrating the method of the invention
- Figures 2a and 2b are plots showing a plurality of displacement versus velocity values for (respectively) an unloaded and a loaded vehicle;
- Figure 3 is a plot of the Pearson Ratio versus load mass, derived from displacement and velocity values such as those illustrated in Figures 2a and 2b.
- FIG. 1a schematically shows an object which is a vehicle 10.
- An accelerometer 14 is fixed within vehicle 10 using any suitable means. As the engine 12 of vehicle 10 runs at idle, it causes the vehicle 10 to vibrate in three dimensions x, y, z. The vehicle 10 is stationary with regard to linear motion, as indicated by the GPS location sensor 18.
- the accelerometer 14 is used to measure the vibration of the vehicle 10 in response to idling engine 12 in an x, y and z direction in terms of both displacement and time.
- the frequency of the oscillation is then derived from the displacement and time measurements.
- the frequency of oscillation is used as a reference parameter.
- the vehicle 10 is loaded with a mass 16 located on the rear seat of the vehicle. This causes the vibration of the vehicle 10 in response to the idling engine 12 to change. A second frequency of oscillation of the loaded vehicle 10 is then derived from the displacement and time measurements measured by accelerometer 14.
- the method of the invention has been ysed to monitor the mass of a vehicle when loaded with different masses.
- An Adafruit L1S3DH® Triple-Axis Accelerometer was fixed to the dashboard of a Ford Fiesta® passenger vehicle.
- Ttie accelerometer was used to measure a plurality of displacement and velocity values over a period of 20 seconds, while the 1.0 litre petrol engine was idling and the vehicle was unloaded. The values were measured in an x, y and z direction and the resultant root mean square values of displacement and velocity were calculated using processor 20.
- Fig. 2a shows a plot of the resultant displacement versus resultant velocity values of the vehicle before it was loaded.
- Figure 2b shows the corresponding plot of the resultant displacement and resultant velocity values for the loaded vehicle.
- the Pearson Correlation function was separately applied to each of the plurality of displacement and velocity datasets resulting in a Pearson Ratio for the vehicle when unloaded, and when carrying each of the first, second and third masses.
- Figure 3 shows a plot of the Pearson Ratio against vehicle mass for a vehicle when unloaded and when loaded with 50 kg, 100 kg and 150 kg of additional mass. Analysis of Figure 3 shows a relationship between vehicle load mass and the derived Pearson Ratio. Therefore, the Pearson Ratio can act as a suitable reference parameter for deriving the mass of an object, for example the mass of a vehicle, or for determining whether the mass has changed.
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- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- Pathology (AREA)
- Chemical & Material Sciences (AREA)
- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- Health & Medical Sciences (AREA)
- Immunology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Acoustics & Sound (AREA)
- Automation & Control Theory (AREA)
- Mathematical Physics (AREA)
- Transportation (AREA)
- Mechanical Engineering (AREA)
- Measurement Of Mechanical Vibrations Or Ultrasonic Waves (AREA)
Abstract
Description
Claims
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| GBGB1720339.9A GB201720339D0 (en) | 2017-12-06 | 2017-12-06 | Method and system for monitoring the mass of an object |
| PCT/GB2018/000153 WO2019110950A1 (en) | 2017-12-06 | 2018-12-03 | Method and system for monitoring the mass of an object |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| EP3721185A1 true EP3721185A1 (en) | 2020-10-14 |
Family
ID=60950203
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP18815274.8A Withdrawn EP3721185A1 (en) | 2017-12-06 | 2018-12-03 | Method and system for monitoring the mass of an object |
Country Status (3)
| Country | Link |
|---|---|
| EP (1) | EP3721185A1 (en) |
| GB (2) | GB201720339D0 (en) |
| WO (1) | WO2019110950A1 (en) |
Families Citing this family (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11333547B2 (en) | 2019-10-25 | 2022-05-17 | Blackberry Limited | Method and system for shipping container loading and unloading estimation |
| CN111504436B (en) * | 2020-04-17 | 2021-09-17 | 清华大学 | Vehicle load and road condition monitoring method and device based on vehicle vibration data |
| CN112906575B (en) * | 2021-02-22 | 2024-11-26 | 深圳市城市交通规划设计研究中心股份有限公司 | Road surface defect detection model establishment method, road surface defect detection method and system |
| DE102022201221A1 (en) | 2022-02-07 | 2023-08-10 | Zf Friedrichshafen Ag | Determining the loading of a vehicle |
Family Cites Families (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US3453870A (en) * | 1966-03-21 | 1969-07-08 | Itt | Self-contained mass measurement system |
| US20030040885A1 (en) * | 2001-08-14 | 2003-02-27 | Schoess Jeffrey N. | Apparatus and method for determining vehicle load weight status |
| US7668692B2 (en) * | 2005-10-11 | 2010-02-23 | Tatom Frank B | Method for weighing vehicles crossing a bridge |
| US8571829B2 (en) * | 2008-07-11 | 2013-10-29 | University Of Washington Through Its Center For Commercialization | Detecting objects in shipping containers by vibration spectral analysis |
| JP5330279B2 (en) * | 2010-01-20 | 2013-10-30 | 株式会社日本自動車部品総合研究所 | Vehicle weight detection device |
| JP2013083483A (en) * | 2011-10-06 | 2013-05-09 | Aisin Seiki Co Ltd | Vehicle weight estimation apparatus |
| DE102011116195B4 (en) * | 2011-10-15 | 2017-03-16 | Audi Ag | Method for determining a roof load on a vehicle |
| DE102015218547A1 (en) * | 2015-09-28 | 2017-03-30 | Robert Bosch Gmbh | Method for determining the mass of a motorized vehicle |
-
2017
- 2017-12-06 GB GBGB1720339.9A patent/GB201720339D0/en not_active Ceased
-
2018
- 2018-11-29 GB GB1819438.1A patent/GB2570558B/en not_active Expired - Fee Related
- 2018-12-03 WO PCT/GB2018/000153 patent/WO2019110950A1/en not_active Ceased
- 2018-12-03 EP EP18815274.8A patent/EP3721185A1/en not_active Withdrawn
Also Published As
| Publication number | Publication date |
|---|---|
| GB2570558B (en) | 2021-09-01 |
| GB201720339D0 (en) | 2018-01-17 |
| WO2019110950A1 (en) | 2019-06-13 |
| GB2570558A (en) | 2019-07-31 |
| GB201819438D0 (en) | 2019-01-16 |
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