DE102019001677B4 - Method for predicting the condition of an injector - Google Patents
Method for predicting the condition of an injector Download PDFInfo
- Publication number
- DE102019001677B4 DE102019001677B4 DE102019001677.7A DE102019001677A DE102019001677B4 DE 102019001677 B4 DE102019001677 B4 DE 102019001677B4 DE 102019001677 A DE102019001677 A DE 102019001677A DE 102019001677 B4 DE102019001677 B4 DE 102019001677B4
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- Germany
- Prior art keywords
- area
- parameters
- determined
- injector
- operating point
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Classifications
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
- F02D—CONTROLLING COMBUSTION ENGINES
- F02D41/00—Electrical control of supply of combustible mixture or its constituents
- F02D41/22—Safety or indicating devices for abnormal conditions
- F02D41/221—Safety or indicating devices for abnormal conditions relating to the failure of actuators or electrically driven elements
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
- F02D—CONTROLLING COMBUSTION ENGINES
- F02D41/00—Electrical control of supply of combustible mixture or its constituents
- F02D41/30—Controlling fuel injection
- F02D41/38—Controlling fuel injection of the high pressure type
- F02D41/3809—Common rail control systems
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- 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]
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
- F02D—CONTROLLING COMBUSTION ENGINES
- F02D41/00—Electrical control of supply of combustible mixture or its constituents
- F02D41/02—Circuit arrangements for generating control signals
- F02D41/14—Introducing closed-loop corrections
- F02D41/1401—Introducing closed-loop corrections characterised by the control or regulation method
- F02D2041/1412—Introducing closed-loop corrections characterised by the control or regulation method using a predictive controller
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
- F02D—CONTROLLING COMBUSTION ENGINES
- F02D41/00—Electrical control of supply of combustible mixture or its constituents
- F02D41/22—Safety or indicating devices for abnormal conditions
- F02D2041/224—Diagnosis of the fuel system
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
- F02D—CONTROLLING COMBUSTION ENGINES
- F02D41/00—Electrical control of supply of combustible mixture or its constituents
- F02D41/22—Safety or indicating devices for abnormal conditions
- F02D2041/228—Warning displays
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
- F02D—CONTROLLING COMBUSTION ENGINES
- F02D2200/00—Input parameters for engine control
- F02D2200/02—Input parameters for engine control the parameters being related to the engine
- F02D2200/06—Fuel or fuel supply system parameters
- F02D2200/0602—Fuel pressure
Abstract
Verfahren zur Zustandsprognose eines Injektors (7) in einem Common-Railsystem, bei dem anhand des Einzelspeicherdrucks (pE) eine Abweichung eines Soll-Arbeitspunkts zu einem Ist-Arbeitspunkt der Einspritzung berechnet wird, bei dem aus einer Mehrzahl von Abweichungen des Arbeitspunkts eine abstrahierende Funktion sowie deren Kenngrößen bestimmt werden, eine zeitliche Entwicklung der Kenngrößen der abstrahierenden Funktion beobachtet wird, bei dem anhand der zeitlichen Entwicklung der Kenngrößen eine Zustandsprognose des Injektors (7) getroffen wird und eine Wartungsempfehlung abgegeben wird, bei dem anhand der Lage des Ist-Arbeitspunkts in einem Injektor-Kennfeld (11) ein Bereich (Bi) des Injektor-Kennfelds (11) festgelegt wird, anhand der Abweichungen des Arbeitspunkts für jeden Bereich (Bi) eine bereichsindividuelle abstrahierende Funktion sowie deren bereichsindividuellen Kenngrößen bestimmt werden, bei dem eine zeitliche Entwicklung der bereichsindividuellen Kenngrößen der abstrahierenden Funktion beobachtet wird, die Wartungsempfehlung auf Basis einer Zusammenfassung aller bereichsindividuellen zeitlichen Entwicklungen der Kenngrößen getroffen wird, bei dem als abstrahierende Funktion eine Gauß-Normalverteilung bestimmt und als Kenngrößen der abstrahierenden Funktion ein Mittelwert und eine Standardabweichung bestimmt werden und bei dem eine Hüllkurve als Zusammenfassung aller bereichsindividuellen Normalverteilungen berechnet wird, deren Flächeninhalt bestimmt wird und über einen Flächenanteil im unzulässigen Wertebereich die Wartungsempfehlung definiert wird.Method for predicting the state of an injector (7) in a common rail system, in which a deviation of a target operating point from an actual operating point of the injection is calculated based on the individual accumulator pressure (pE), in which an abstracting function is derived from a plurality of deviations in the operating point as well as their parameters are determined, a time development of the parameters of the abstracting function is observed, in which a condition prognosis of the injector (7) is made based on the time development of the parameters and a maintenance recommendation is made, in which based on the position of the actual operating point in an injector map (11) an area (Bi) of the injector map (11) is determined, based on the deviations of the operating point for each area (Bi) an area-specific abstracting function and their area-specific parameters are determined, in which a time development of area-specific parameters of abstrahi The maintenance recommendation is made on the basis of a summary of all area-specific temporal developments of the parameters, in which a Gaussian normal distribution is determined as the abstracting function and a mean value and a standard deviation are determined as the parameters of the abstracting function and in which an envelope curve as a summary of all area-specific normal distributions is calculated, the area of which is determined and the maintenance recommendation is defined via an area portion in the impermissible value range.
Description
Die Erfindung betrifft ein Verfahren zur Zustandsprognose eines Injektors in einem Common-Railsystem, bei dem anhand des Einzelspeicherdrucks eine Soll-Istabweichung eines Arbeitspunkts der Einspritzung berechnet wird, bei dem aus einer Mehrzahl von Abweichungen des Arbeitspunkts eine abstrahierende Funktion sowie deren Kenngrößen bestimmt werden, eine zeitliche Entwicklung der Kenngrößen der abstrahierenden Funktion beobachtet wird und bei dem anhand der zeitlichen Entwicklung der Kenngrößen eine Zustandsprognose des Injektors getroffen und eine Wartungsempfehlung abgegeben wird.The invention relates to a method for predicting the condition of an injector in a common rail system, in which a target / actual deviation of an operating point of the injection is calculated using the individual accumulator pressure, in which an abstracting function and its parameters are determined from a plurality of deviations from the operating point, a Temporal development of the parameters of the abstracting function is observed and in which a condition prognosis of the injector is made based on the temporal development of the parameters and a maintenance recommendation is made.
Aus der
Die
Die
Die
Schließlich ist noch aus der
Der Erfindung liegt die Aufgabe zugrunde, ein Verfahren zur Zustandsbestimmung eines Injektors mit frühzeitigem Hinweis auf dessen Fehlverhalten zu entwickeln.The invention is based on the object of developing a method for determining the state of an injector with an early indication of its malfunction.
Gelöst wird diese Aufgabe durch die Merkmale von Anspruch 1. Die Ausgestaltungen sind in den Unteransprüchen dargestellt.This object is achieved by the features of claim 1. The refinements are presented in the subclaims.
Das Verfahren gemäß der Erfindung sieht nun vor, dass aus einer Mehrzahl von Abweichungen des Arbeitspunkts, zum Beispiel der Bestromungsdauer des Injektors, eine abstrahierende Funktion sowie deren Kenngrößen bestimmt und die zeitliche Entwicklung der Kenngrößen der abstrahierenden Funktion beobachtet werden. Anhand der zeitlichen Entwicklung der Kenngrößen wird dann eine Zustandsprognose des Injektors getroffen und eine Wartungsempfehlung abgegeben. Als abstrahierende Funktion kommt eine Normalverteilung oder eine e-Funktion in Betracht. Bei einer Normalverteilung entsprechen dann die Kenngrößen dem Mittelwert und der Standardabweichung.The method according to the invention now provides that an abstracting function and its parameters are determined from a plurality of deviations in the operating point, for example the duration of energization of the injector, and the development of the parameters of the abstracting function over time is observed. Based on the development of the parameters over time, a condition forecast of the injector is made and a maintenance recommendation is made. A normal distribution or an exponential function can be used as an abstracting function. In the case of a normal distribution, the parameters then correspond to the mean value and the standard deviation.
Ferner sieht das Verfahren vor, dass anhand der Lage des Ist-Arbeitspunkts in einem Injektor-Kennfeld ein Bereich des Injektor-Kennfelds ausgewählt wird und für jeden Bereich zum Beispiel eine Normalverteilung als abstrahierende Funktion ausgewählt wird. Anhand der zeitlichen Entwicklungen der bereichsindividuellen Kenngrößen der abstrahierenden Funktionen wird eine Hüllkurve aus den bereichsindividuellen Normalverteilungen berechnet, wobei über den Flächenanteil im unzulässigen Wertebereich eine Wartungshandlung definiert wird.Furthermore, the method provides that, based on the position of the actual operating point in an injector characteristic diagram, an area of the injector characteristic diagram is selected and, for example, a normal distribution is selected as an abstracting function for each area. On the basis of the development over time of the area-specific parameters of the abstracting functions, an envelope curve is calculated from the area-specific normal distributions, with a maintenance action being defined via the area portion in the impermissible value range.
Die Erfindung bietet die bekannten Vorteile einer zustandsbasierten Wartung, das heißt, der Injektor wird eben nicht mehr starr in vorgegebenen Wartungsintervallen getauscht, sondern in Abhängigkeit vom jeweiligen Verschleiß. Die Prognose wiederum bietet den Vorteil einer frühzeitigen Ersatzteilbeschaffung einschließlich einer frühzeitigen Beauftragung des Servicepersonals. In der Summe ergibt sich daher ein höherer Verfügungsgrad der Brennkraftmaschine, verbunden mit einem entsprechenden Kostenvorteil für den Betreiber. Zudem kann das Verfahren nachträglich im elektronischen Steuergerät ohne Änderung der Sensorik als Programm-Ergänzung appliziert werden.The invention offers the known advantages of a condition-based maintenance, that is, the injector is simply no longer exchanged rigidly at predetermined maintenance intervals, but depending on the respective wear. The forecast, in turn, offers the advantage of early procurement of spare parts, including early commissioning of the service personnel. Overall, there is therefore a higher degree of availability of the internal combustion engine, combined with a corresponding one Cost advantage for the operator. In addition, the process can be applied retrospectively in the electronic control unit as a program supplement without changing the sensors.
In den Figuren ist ein bevorzugtes Ausführungsbeispiel dargestellt. Es zeigen:
-
1 ein Systemschaubild, -
2A,B einen Verlauf des Einzelspeicherdrucks, -
3 einen Programm-Ablaufplan, -
4 ein Injektor-Kennfeld, -
5 einen Ausschnitt des Injektor-Kennfelds und -
6 mehrere Zustandsdiagramme.
-
1 a system diagram, -
2A, B a course of the individual accumulator pressure, -
3 a program schedule, -
4th an injector map, -
5 a section of the injector map and -
6th several state diagrams.
Die
Die Betriebsweise der Brennkraftmaschine
Die
In der
In der
Die
BezugszeichenlisteList of reference symbols
- 11
- BrennkraftmaschineInternal combustion engine
- 22
- KraftstofftankFuel tank
- 33
- NiederdruckpumpeLow pressure pump
- 44th
- SaugdrosselSuction throttle
- 55
- Hochdruckpumpehigh pressure pump
- 66th
- RailRail
- 77th
- InjektorInjector
- 88th
- EinzelspeicherSingle storage
- 99
- Rail-DrucksensorRail pressure sensor
- 1010
- Elektronisches SteuergerätElectronic control unit
- 1111
- Injektor-KennfeldInjector map
- 1212
- Balkendiagramm, erster BereichBar chart, first area
- 1313th
- Balkendiagramm, zweiter BereichBar chart, second area
- 1414th
- Balkendiagramm, dritter BereichBar chart, third area
- 1515th
- Normalverteilung, erster BereichNormal distribution, first area
- 1616
- Normalverteilung, zweiter BereichNormal distribution, second area
- 1717th
- Normalverteilung, dritter BereichNormal distribution, third area
- 1818th
- Prognostizierte Normalverteilung, erster BereichPredicted normal distribution, first range
- 1919th
- Prognostizierte Normalverteilung, zweiter BereichPredicted normal distribution, second area
- 2020th
- Prognostizierte Normalverteilung, dritter BereichPredicted normal distribution, third area
- 2121st
- HüllkurveEnvelope curve
Claims (3)
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
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DE102019001677.7A DE102019001677B4 (en) | 2019-03-08 | 2019-03-08 | Method for predicting the condition of an injector |
PCT/EP2020/055518 WO2020182536A1 (en) | 2019-03-08 | 2020-03-03 | Method for predicting the condition of an injector |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
DE102019001677.7A DE102019001677B4 (en) | 2019-03-08 | 2019-03-08 | Method for predicting the condition of an injector |
Publications (2)
Publication Number | Publication Date |
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DE102019001677A1 DE102019001677A1 (en) | 2020-09-10 |
DE102019001677B4 true DE102019001677B4 (en) | 2020-12-10 |
Family
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DE102019001677.7A Active DE102019001677B4 (en) | 2019-03-08 | 2019-03-08 | Method for predicting the condition of an injector |
Country Status (2)
Country | Link |
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DE (1) | DE102019001677B4 (en) |
WO (1) | WO2020182536A1 (en) |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
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DE102019003815B4 (en) * | 2019-05-29 | 2021-01-28 | Mtu Friedrichshafen Gmbh | Method for monitoring an injector for mechanical damage |
DE102020214001B4 (en) | 2020-11-06 | 2022-07-28 | Rolls-Royce Solutions GmbH | Method for operating an injector on an internal combustion engine, control unit for an internal combustion engine set up to carry out such a method, and internal combustion engine with such a control unit |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE102004006896A1 (en) * | 2004-02-12 | 2005-09-15 | Mtu Friedrichshafen Gmbh | Method for control and regulation of an IC engine with common-rail system uses calculation of injection end and injection begin deviations to evaluate fuel injectors |
DE102012204319A1 (en) * | 2011-03-23 | 2012-09-27 | GM Global Technology Operations LLC (n. d. Gesetzen des Staates Delaware) | Health indicator for a fuel supply system of a vehicle |
US20170082053A1 (en) * | 2015-09-21 | 2017-03-23 | GM Global Technology Operations LLC | Method of identifying a faulty fuel injector in an internal combustion engine |
DE102016218278A1 (en) * | 2016-09-22 | 2018-03-22 | Robert Bosch Gmbh | Function monitoring of solenoid valves for fuel injection systems |
DE102016119043A1 (en) * | 2016-10-07 | 2018-04-12 | Denso Corporation | Method for determining an actual injection quantity of a fuel injector |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
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DE10215865A1 (en) * | 2002-04-11 | 2003-11-06 | Bosch Gmbh Robert | Method for detecting a likely motor vehicle component failure, captures data in the form of parameters for the effects of related damage during the operation of a component |
DE102013214824A1 (en) * | 2013-07-30 | 2015-02-05 | Robert Bosch Gmbh | Method for monitoring an injection behavior of a fuel injector of a fuel metering system |
DE102013216192B4 (en) * | 2013-08-14 | 2020-08-06 | Mtu Friedrichshafen Gmbh | Method for determining at least one injection parameter of an internal combustion engine and internal combustion engine |
GB2534201A (en) * | 2015-01-16 | 2016-07-20 | Caterpillar Inc | Determining an expected lifetime of a valve device |
-
2019
- 2019-03-08 DE DE102019001677.7A patent/DE102019001677B4/en active Active
-
2020
- 2020-03-03 WO PCT/EP2020/055518 patent/WO2020182536A1/en active Application Filing
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE102004006896A1 (en) * | 2004-02-12 | 2005-09-15 | Mtu Friedrichshafen Gmbh | Method for control and regulation of an IC engine with common-rail system uses calculation of injection end and injection begin deviations to evaluate fuel injectors |
DE102012204319A1 (en) * | 2011-03-23 | 2012-09-27 | GM Global Technology Operations LLC (n. d. Gesetzen des Staates Delaware) | Health indicator for a fuel supply system of a vehicle |
US20170082053A1 (en) * | 2015-09-21 | 2017-03-23 | GM Global Technology Operations LLC | Method of identifying a faulty fuel injector in an internal combustion engine |
DE102016218278A1 (en) * | 2016-09-22 | 2018-03-22 | Robert Bosch Gmbh | Function monitoring of solenoid valves for fuel injection systems |
DE102016119043A1 (en) * | 2016-10-07 | 2018-04-12 | Denso Corporation | Method for determining an actual injection quantity of a fuel injector |
Non-Patent Citations (1)
Title |
---|
LEBENDT, T. [et al.]: State-based Maintenance of Mobile Work Machines, In: ATZ offhighway worldwide, Ausgabe 4, 2018, S.48-52 – ISSN: 2366-1097 * |
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Publication number | Publication date |
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WO2020182536A1 (en) | 2020-09-17 |
DE102019001677A1 (en) | 2020-09-10 |
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Owner name: ROLLS-ROYCE SOLUTIONS GMBH, DE Free format text: FORMER OWNER: MTU FRIEDRICHSHAFEN GMBH, 88045 FRIEDRICHSHAFEN, DE |