ES2733009T1 - Proporcionar telemáticamente indicaciones de reemplazo para componentes de vehículo operativos - Google Patents

Proporcionar telemáticamente indicaciones de reemplazo para componentes de vehículo operativos Download PDF

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Publication number
ES2733009T1
ES2733009T1 ES18210384T ES18210384T ES2733009T1 ES 2733009 T1 ES2733009 T1 ES 2733009T1 ES 18210384 T ES18210384 T ES 18210384T ES 18210384 T ES18210384 T ES 18210384T ES 2733009 T1 ES2733009 T1 ES 2733009T1
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Prior art keywords
signals
signal values
operating
component
parameters
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Mark Jeffrey Davidson
John Robert Ford Kyes
Thomas Arthur Walli
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Geotab Inc
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Geotab Inc
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    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0808—Diagnosing performance data
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L58/00—Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles
    • B60L58/10—Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles for monitoring or controlling batteries
    • B60L58/16—Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles for monitoring or controlling batteries responding to battery ageing, e.g. to the number of charging cycles or the state of health [SoH]
    • 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
    • B60W50/00—Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/02—Ensuring safety in case of control system failures, e.g. by diagnosing, circumventing or fixing failures
    • B60W50/0205—Diagnosing or detecting failures; Failure detection models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/046—Forward inferencing; Production systems
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/006—Indicating maintenance
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/008—Registering or indicating the working of vehicles communicating information to a remotely located station
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0816—Indicating performance data, e.g. occurrence of a malfunction
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0841—Registering performance data
    • G07C5/085—Registering performance data using electronic data carriers
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60N—SEATS SPECIALLY ADAPTED FOR VEHICLES; VEHICLE PASSENGER ACCOMMODATION NOT OTHERWISE PROVIDED FOR
    • B60N2/00—Seats specially adapted for vehicles; Arrangement or mounting of seats in vehicles
    • B60N2/002—Seats provided with an occupancy detection means mounted therein or thereon
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60N—SEATS SPECIALLY ADAPTED FOR VEHICLES; VEHICLE PASSENGER ACCOMMODATION NOT OTHERWISE PROVIDED FOR
    • B60N2/00—Seats specially adapted for vehicles; Arrangement or mounting of seats in vehicles
    • B60N2/002—Seats provided with an occupancy detection means mounted therein or thereon
    • B60N2/0021—Seats provided with an occupancy detection means mounted therein or thereon characterised by the type of sensor or measurement
    • B60N2/0024—Seats provided with an occupancy detection means mounted therein or thereon characterised by the type of sensor or measurement for identifying, categorising or investigation of the occupant or object on the seat
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60N—SEATS SPECIALLY ADAPTED FOR VEHICLES; VEHICLE PASSENGER ACCOMMODATION NOT OTHERWISE PROVIDED FOR
    • B60N2230/00—Communication or electronic aspects
    • B60N2230/20—Wireless data transmission
    • 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
    • B60W50/00—Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/02—Ensuring safety in case of control system failures, e.g. by diagnosing, circumventing or fixing failures
    • B60W50/0205—Diagnosing or detecting failures; Failure detection models
    • B60W2050/021—Means for detecting failure or malfunction
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/02—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00
    • G01S7/41—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00 using analysis of echo signal for target characterisation; Target signature; Target cross-section
    • G01S7/417—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00 using analysis of echo signal for target characterisation; Target signature; Target cross-section involving the use of neural networks
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0283—Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06M—COUNTING MECHANISMS; COUNTING OF OBJECTS NOT OTHERWISE PROVIDED FOR
    • G06M7/00—Counting of objects carried by a conveyor
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
    • Y02T10/00—Road transport of goods or passengers
    • Y02T10/60—Other road transportation technologies with climate change mitigation effect
    • Y02T10/70—Energy storage systems for electromobility, e.g. batteries

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Theoretical Computer Science (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Sustainable Development (AREA)
  • Power Engineering (AREA)
  • Sustainable Energy (AREA)
  • Combined Controls Of Internal Combustion Engines (AREA)
  • Vehicle Cleaning, Maintenance, Repair, Refitting, And Outriggers (AREA)
  • Traffic Control Systems (AREA)
  • Secondary Cells (AREA)
  • Electric Propulsion And Braking For Vehicles (AREA)
  • Testing And Monitoring For Control Systems (AREA)

Abstract

Un método para monitorizar y proporcionar indicaciones de reemplazo para un componente de vehículo operativo que comprende: acceder a una muestra de datos de componente operativo que incluye datos operativos de al menos un componente de vehículo de al menos un vehículo, determinar los parámetros de componente operativo a partir de dichos datos operativos, indicando dichos parámetros de componente operativo una operación actual de dicho al menos un componente de vehículo, comparar dicha muestra de los parámetros de componente operativo con los parámetros de indicador predictivo, predeterminándose dichos parámetros de indicador predictivo a partir del uso histórico del ciclo de vida operativo de al menos otro componente de vehículo, e indicar una condición de mantenimiento de dicho componente de vehículo operativo basándose en una comparación de dichos parámetros de componente operativo y dichos parámetros de indicador predictivo.

Claims (12)

REIVINDICACIONES
1. Un método para monitorizar y proporcionar indicaciones de reemplazo para un componente de vehículo operativo que comprende:
acceder a una muestra de datos de componente operativo que incluye datos operativos de al menos un componente de vehículo de al menos un vehículo,
determinar los parámetros de componente operativo a partir de dichos datos operativos, indicando dichos parámetros de componente operativo una operación actual de dicho al menos un componente de vehículo, comparar dicha muestra de los parámetros de componente operativo con los parámetros de indicador predictivo, predeterminándose dichos parámetros de indicador predictivo a partir del uso histórico del ciclo de vida operativo de al menos otro componente de vehículo, e
indicar una condición de mantenimiento de dicho componente de vehículo operativo basándose en una comparación de dichos parámetros de componente operativo y dichos parámetros de indicador predictivo.
2. El método de la reivindicación 1, en el que
dichos parámetros de componente operativo incluyen un promedio móvil y señales de dichos datos de componente operativo,
dichos parámetros de indicador predictivo incluyen una media, una desviación estándar menos uno y un límite de control inferior,
dicho promedio móvil disminuye desde dicha media a dicha desviación estándar menos uno, incluyendo dichas señales unas primeras señales, estando dichas primeras señales entre dicha media y dicho límite de control inferior, incluyendo dicha señal unas segundas señales, estando dichas segundas señales por debajo de dicho límite de control inferior indicando de este modo una condición de mantenimiento de aviso de reemplazo.
3. El método de la reivindicación 2, en el que dichas primeras señales están por encima y por debajo de dicho promedio móvil.
4. El método de la reivindicación 3, en el que dichas primeras señales incluyen valores de señal "O", valores de señal "B" y valores de señal "Y".
5. El método de la reivindicación 2, en el que dichas primeras señales incluyen valores de señal "O", valores de señal "B" y valores de señal "Y".
6. El método de cualquiera de las reivindicaciones 2 a 5, en el que dichas segundas señales incluyen valores de señal "R".
7. El método de la reivindicación 1, en el que
dichos parámetros de componente operativo incluyen un promedio móvil y unas señales de dichos datos de componente operativo,
dichos parámetros de indicador predictivo incluyen una media, una desviación estándar menos uno, una desviación estándar menos dos y un límite de control inferior,
dicho promedio móvil disminuye desde dicha desviación estándar menos uno a dicha desviación estándar menos dos, dichas señales incluyen las primeras señales, estando dichas primeras señales entre dicha media y dicho límite de control inferior, dicha señal incluye las segundas señales, estando dichas segundas señales por debajo de dicho límite de control inferior indicando de este modo una condición de mantenimiento del reemplazo.
8. El método de la reivindicación 7, en el que dichas primeras señales están por encima y por debajo de dicho promedio móvil.
9. El método de la reivindicación 7, en el que dichas primeras señales incluyen valores de señal "O", valores de señal "B" y valores de señal "Y".
10. El método de la reivindicación 8, en el que dichas primeras señales incluyen valores de señal "O", valores de señal "B" y valores de señal "Y".
11. El método de las reivindicaciones 7 a 10, en el que dichas segundas señales incluyen valores de señal "R".
12. Un sistema para monitorizar y proporcionar indicaciones de reemplazo para un componente de vehículo operativo que comprende:
un dispositivo de hardware telemático que incluye un procesador, memoria, firmware y capacidad de comunicación,
un dispositivo remoto que incluye un software de memoria de procesador y capacidad de comunicación monitorizando dicho dispositivo de hardware telemático al menos un componente de vehículo de al menos un vehículo y registrando datos de componente operativo de dicho al menos un componente de vehículo, comunicando dicho dispositivo de hardware telemático un registro de datos de componente operativo a dicho dispositivo remoto, y
estando dicho dispositivo remoto configurado para realizar el método de acuerdo con cualquiera de las reivindicaciones 1 a 11.
ES18210384T 2018-02-08 2018-12-05 Proporcionar telemáticamente indicaciones de reemplazo para componentes de vehículo operativos Pending ES2733009T1 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US201862627996P 2018-02-08 2018-02-08

Publications (1)

Publication Number Publication Date
ES2733009T1 true ES2733009T1 (es) 2019-11-27

Family

ID=64331734

Family Applications (5)

Application Number Title Priority Date Filing Date
ES18206431T Pending ES2733008T1 (es) 2018-02-08 2018-11-15 Sistema de monitorización de componentes de vehículo predictivos telemáticos
ES18207004T Pending ES2730373T1 (es) 2018-02-08 2018-11-19 Monitorizar telemáticamente una condición de un componente de vehículo operativo
ES18210384T Pending ES2733009T1 (es) 2018-02-08 2018-12-05 Proporcionar telemáticamente indicaciones de reemplazo para componentes de vehículo operativos
ES18212159T Pending ES2733014T1 (es) 2018-02-08 2018-12-13 Evaluar registros de mantenimiento de componente de vehículo telemáticos históricos para identificar indicadores predictivos de eventos de mantenimiento
ES18214003T Pending ES2733020T1 (es) 2018-02-08 2018-12-19 Monitorizar y predecir telemáticamente un estado de batería del vehículo

Family Applications Before (2)

Application Number Title Priority Date Filing Date
ES18206431T Pending ES2733008T1 (es) 2018-02-08 2018-11-15 Sistema de monitorización de componentes de vehículo predictivos telemáticos
ES18207004T Pending ES2730373T1 (es) 2018-02-08 2018-11-19 Monitorizar telemáticamente una condición de un componente de vehículo operativo

Family Applications After (2)

Application Number Title Priority Date Filing Date
ES18212159T Pending ES2733014T1 (es) 2018-02-08 2018-12-13 Evaluar registros de mantenimiento de componente de vehículo telemáticos históricos para identificar indicadores predictivos de eventos de mantenimiento
ES18214003T Pending ES2733020T1 (es) 2018-02-08 2018-12-19 Monitorizar y predecir telemáticamente un estado de batería del vehículo

Country Status (4)

Country Link
US (12) US11663859B2 (es)
EP (5) EP3525176A1 (es)
DE (5) DE18206431T1 (es)
ES (5) ES2733008T1 (es)

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