EP3596438A1 - Automatisierte klangprobe an mehrkomponentigen bauteilen mittels mustererkennung - Google Patents
Automatisierte klangprobe an mehrkomponentigen bauteilen mittels mustererkennungInfo
- Publication number
- EP3596438A1 EP3596438A1 EP18720135.5A EP18720135A EP3596438A1 EP 3596438 A1 EP3596438 A1 EP 3596438A1 EP 18720135 A EP18720135 A EP 18720135A EP 3596438 A1 EP3596438 A1 EP 3596438A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- frequency
- component
- acoustic parameters
- images
- acoustic
- 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- Withdrawn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
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
- G01M13/00—Testing of machine parts
- G01M13/02—Gearings; Transmission mechanisms
- G01M13/028—Acoustic or vibration analysis
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F01—MACHINES OR ENGINES IN GENERAL; ENGINE PLANTS IN GENERAL; STEAM ENGINES
- F01D—NON-POSITIVE DISPLACEMENT MACHINES OR ENGINES, e.g. STEAM TURBINES
- F01D21/00—Shutting-down of machines or engines, e.g. in emergency; Regulating, controlling, or safety means not otherwise provided for
- F01D21/003—Arrangements for testing or measuring
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
- G01M13/00—Testing of machine parts
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
- G01M7/00—Vibration-testing of structures; Shock-testing of structures
-
- 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
- G01N29/045—Analysing solids by imparting shocks to the workpiece and detecting the vibrations or the acoustic waves caused by the shocks
-
- 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
-
- 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
- G01N29/44—Processing the detected response signal, e.g. electronic circuits specially adapted therefor
- G01N29/4409—Processing the detected response signal, e.g. electronic circuits specially adapted therefor by comparison
- G01N29/4427—Processing the detected response signal, e.g. electronic circuits specially adapted therefor by comparison with stored values, e.g. threshold values
-
- 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
- G01N29/44—Processing the detected response signal, e.g. electronic circuits specially adapted therefor
- G01N29/4409—Processing the detected response signal, e.g. electronic circuits specially adapted therefor by comparison
- G01N29/4436—Processing the detected response signal, e.g. electronic circuits specially adapted therefor by comparison with a reference signal
-
- 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
- G01N29/44—Processing the detected response signal, e.g. electronic circuits specially adapted therefor
- G01N29/46—Processing the detected response signal, e.g. electronic circuits specially adapted therefor by spectral analysis, e.g. Fourier analysis or wavelet analysis
-
- 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
- G06N5/047—Pattern matching networks; Rete networks
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05D—INDEXING SCHEME FOR ASPECTS RELATING TO NON-POSITIVE-DISPLACEMENT MACHINES OR ENGINES, GAS-TURBINES OR JET-PROPULSION PLANTS
- F05D2260/00—Function
- F05D2260/83—Testing, e.g. methods, components or tools therefor
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05D—INDEXING SCHEME FOR ASPECTS RELATING TO NON-POSITIVE-DISPLACEMENT MACHINES OR ENGINES, GAS-TURBINES OR JET-PROPULSION PLANTS
- F05D2260/00—Function
- F05D2260/96—Preventing, counteracting or reducing vibration or noise
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05D—INDEXING SCHEME FOR ASPECTS RELATING TO NON-POSITIVE-DISPLACEMENT MACHINES OR ENGINES, GAS-TURBINES OR JET-PROPULSION PLANTS
- F05D2270/00—Control
- F05D2270/30—Control parameters, e.g. input parameters
- F05D2270/333—Noise or sound levels
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/26—Scanned objects
- G01N2291/269—Various geometry objects
- G01N2291/2693—Rotor or turbine parts
Definitions
- the invention relates to the automated performance of sound samples on multi-component components, such as blade associations, are recognized in the pattern.
- the problem is the subjective, potentially error-prone assessment on the one hand and the time-consuming disassembly of the component on the other hand.
- the object is achieved by a method according to claim 1 and a device according to claim 2.
- distinctive characteristics of the sound image such as the temporal change of the frequencies, the frequency response and the decay behavior can be determined.
- Other liberis ⁇ tics of the acoustic analysis methods can also be used.
- FIG. 1 shows a frequency image 1 of one or more components when new or before the first use.
- FIG. 2 shows a frequency image 2 of a used component according to FIG.
- Both the intensity I and the position of the frequencies f have at least partially changed or shifted.
- the pattern recognition recognizes the deviation from the nominal state and assigns the blade rows as a component of a further classification such as "acceptable” or “interchangeable.” These classifications are determined beforehand on the basis of preliminary examinations and existing measurements.
Landscapes
- Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Chemical & Material Sciences (AREA)
- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Acoustics & Sound (AREA)
- Signal Processing (AREA)
- General Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Mathematical Physics (AREA)
- Mechanical Engineering (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Artificial Intelligence (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Computing Systems (AREA)
- Software Systems (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Measurement Of Mechanical Vibrations Or Ultrasonic Waves (AREA)
Abstract
Description
Claims
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
DE102017208043.4A DE102017208043A1 (de) | 2017-05-12 | 2017-05-12 | Automatisierte Klangprobe an mehrkomponentigen Bauteilen mittels Mustererkennung |
PCT/EP2018/059419 WO2018206219A1 (de) | 2017-05-12 | 2018-04-12 | Automatisierte klangprobe an mehrkomponentigen bauteilen mittels mustererkennung |
Publications (1)
Publication Number | Publication Date |
---|---|
EP3596438A1 true EP3596438A1 (de) | 2020-01-22 |
Family
ID=62062992
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP18720135.5A Withdrawn EP3596438A1 (de) | 2017-05-12 | 2018-04-12 | Automatisierte klangprobe an mehrkomponentigen bauteilen mittels mustererkennung |
Country Status (4)
Country | Link |
---|---|
US (1) | US20210140925A1 (de) |
EP (1) | EP3596438A1 (de) |
DE (1) | DE102017208043A1 (de) |
WO (1) | WO2018206219A1 (de) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE102018213475A1 (de) * | 2018-08-10 | 2020-02-13 | Siemens Aktiengesellschaft | Automatisierte Klangprobe an mehrkomponentigen Bauteilen mittels Mustererkennung |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPS5934146A (ja) * | 1982-08-20 | 1984-02-24 | Nissan Motor Co Ltd | ロ−タブレ−ドの探傷装置 |
DE102006048791A1 (de) * | 2006-10-12 | 2008-04-17 | Rieth-Hoerst, Stefan, Dr. | Verfahren zur Prüfung der Qualität von Werkstücken oder Maschinenteilen mittels Schallanalyse |
CN100557439C (zh) * | 2007-01-26 | 2009-11-04 | 东南大学 | 基于声卡的旋转机械叶片频率智能测试方法 |
DE102011114058B4 (de) * | 2011-09-22 | 2022-02-17 | Volkswagen Aktiengesellschaft | Verfahren und Vorrichtung zur akustischen Beurteilung eines Bauteils |
-
2017
- 2017-05-12 DE DE102017208043.4A patent/DE102017208043A1/de not_active Withdrawn
-
2018
- 2018-04-12 EP EP18720135.5A patent/EP3596438A1/de not_active Withdrawn
- 2018-04-12 WO PCT/EP2018/059419 patent/WO2018206219A1/de unknown
- 2018-04-12 US US16/611,893 patent/US20210140925A1/en not_active Abandoned
Also Published As
Publication number | Publication date |
---|---|
DE102017208043A1 (de) | 2018-11-15 |
US20210140925A1 (en) | 2021-05-13 |
WO2018206219A1 (de) | 2018-11-15 |
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