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Tytuł:
The Application of the Selected Time-Frequency Descriptors Detection of the Acoustic Emission Signals Generated by Multisource Partial Discharges
Autorzy:
Cichon, A.
Powiązania:
https://bibliotekanauki.pl/articles/1795791.pdf
Data publikacji:
2009-09
Wydawca:
Polska Akademia Nauk. Instytut Fizyki PAN
Tematy:
52.80.-s
43.28.Js
Opis:
The paper presents the comparative analysis results of the acoustic emission signals generated by various forms of partial discharges occurring in multisource systems. Modern methods of the signal digital processing: a short-time Fourier transform and continuous and discrete wavelet transforms were applied for the assessment of the results in the time-frequency domain. The acoustic emission signals generated by partial discharges were registered with a WD AH17 contact transducer by the Physical Acoustics Corporation placed on the external part of the tub.
Źródło:
Acta Physica Polonica A; 2009, 116, 3; 290-293
0587-4246
1898-794X
Pojawia się w:
Acta Physica Polonica A
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Time and frequency domain analysis of partial discharges using electrical method
Autorzy:
Kunicki, M.
Cichoń, A.
Powiązania:
https://bibliotekanauki.pl/articles/973070.pdf
Data publikacji:
2016
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
partial discharges
electrical method
IEC 60270
frequency domain
time domain
Opis:
Partial discharge (PD) measurement results with particular consideration of time domain and frequency domain analysis of pulses generated by PD model sources are presented in the paper. Three different PD generation model sources are selected for the research: surface type, point to point and multi-point to plate. All measurements are proceeded under laboratory conditions using electrical method of a PD detection, according to the IEC60270 standard. Various amplitude and power density spectrum descriptors are proposed, as well as PD source type identification abilities on grounds of the selected descriptors are considerated. Electrical power transformers on-line PD detection and evaluation systems improvement and development are the main purpose of the presented research. Laboratory experiment results gives a solid base for further research focused on verification of the proposed methodology on a real life apparatus.
Źródło:
Measurement Automation Monitoring; 2016, 62, 2; 72-77
2450-2855
Pojawia się w:
Measurement Automation Monitoring
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Characterization of surface type partial discharges using electrical, acoustic emission and UHF methods
Autorzy:
Kunicki, M.
Cichoń, A.
Powiązania:
https://bibliotekanauki.pl/articles/114691.pdf
Data publikacji:
2015
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
partial discharges
PD measurements
UHF method
AE method
IEC60270
transformer fault diagnosis
Opis:
This paper presents research results related to measurements of partial discharges (PD), which may occur in oil insulation systems of electric power transformers. Three measuring methods were considered: electrical (apparent charge - IEC60270), acoustic emission (AE) and ultra-high frequency (UHF) method. Research works have been proceeded under laboratory condition. PD were generated using special apparatus and spark gap configuration for surface PD modeling. Measurements were performed simultaneously for each of the regarded methods and were repeated for selected supply voltage levels. The electrical and UHF methods measurements were made using MPD measuring system from Omicron. The AE method measurements were made using a piezoelectric transducer, which was installed on the outer transformer tank wall. Comparative analysis of signals gathered during research works was made. Possibilities of application of the three considered PD detection methods for electric power systems with oil insulation were proposed in the paper.
Źródło:
Measurement Automation Monitoring; 2015, 61, 1; 12-15
2450-2855
Pojawia się w:
Measurement Automation Monitoring
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of a Phase Resolved Partial Discharge Pattern Analysis for Acoustic Emission Method in High Voltage Insulation Systems Diagnostics
Autorzy:
Kunicki, M.
Cichoń, A.
Powiązania:
https://bibliotekanauki.pl/articles/177912.pdf
Data publikacji:
2018
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
acoustic emission
partial discharge
transformer diagnostics
insulation system
Opis:
An alternative method for analysis of acoustic emission (AE) signals generated by partial discharges (PD), based on a correlation between voltage phase run and AE pulses, so called phase resolved PD pattern (PRPD), is presented in the paper. PRPD pattern is a well-known analysis tool commonly used in such PD diagnostic methods as conventional electrical and UHF ones. Moreover, it yields various signal analysis abilities and allows a direct correlation indication between measurement results achieved using different methods. An original PRPD measurement methodology applied for AE method as well as some exemplary measurement results and further data analysis capabilities are presented in the paper. Also a comparative analysis of PRPD patterns achieved using various measurement methods and different PD source configurations have been investigated. All presented experiments were done under laboratory conditions using PD model sources immersed in the insulation oil. The main purpose of the presented research is to indicate an all-embracing analytical tool that yields an ability to direct comparison (qualitative as well as quantitative) of the AE measurement results with other commonly applied PD measurement methods. The presented results give a solid fundamental for further research work concerning a direct correlation method for AE and other described in the paper diagnostic techniques, mainly in order to continue PD phenomena analysis and assessment in real life high voltage apparatus insulation systems under normal onsite operation conditions.
Źródło:
Archives of Acoustics; 2018, 43, 2; 235-243
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Characteristic of Acoustic Signals Generated by Operation of On Load Tap Changers
Autorzy:
Cichon, A.
Fracz, P.
Zmarzly, D.
Powiązania:
https://bibliotekanauki.pl/articles/1493036.pdf
Data publikacji:
2011-10
Wydawca:
Polska Akademia Nauk. Instytut Fizyki PAN
Tematy:
52.80.-s
43.28.Js
Opis:
Possibilities of application of the acoustic method for the on load tab changers diagnosis has been presented in the paper. The analysis of measurement results gathered during research works performed under laboratory conditions has been presented in detail. The registered acoustic signals have been analyzed in time and time-frequency domains. The time domain analysis has been performed by presentation of time runs and their envelopes determined by use of the Hilbert transform. Evaluation of the time-frequency components has been performed by use of the short-time Fourier transform, the discrete and the continuous wavelet transforms.
Źródło:
Acta Physica Polonica A; 2011, 120, 4; 585-588
0587-4246
1898-794X
Pojawia się w:
Acta Physica Polonica A
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Technical Possibilities of Reducing the Sound Pressure Level Emitted into the Environment by a Power Transformer
Autorzy:
Borucki, S.
Boczar, T.
Cichoń, A.
Powiązania:
https://bibliotekanauki.pl/articles/177473.pdf
Data publikacji:
2011
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
power transformer
corrected sound pressure level
noise
modernization
Opis:
The subject presented in this paper refers to measurements and assessment of the corrected sound pressure level values (noise) occurring around a medium-power transformer. The paper presents the values of noise accompanying the operation of the power object before and after its modernization, which consisted in repeated core pressing and replacement of the cooling system. The main aim of the research work was the assessment of the influence of the repair work on the noise level emitted into the environment.
Źródło:
Archives of Acoustics; 2011, 36, 1; 49-56
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Selecting Mother Wavelet for Wavelet Analysis of On-Load Tap Changer Acoustic Emission
Autorzy:
Cichoń, A.
Berger, P.
Wotzka, D.
Powiązania:
https://bibliotekanauki.pl/articles/1401875.pdf
Data publikacji:
2015-09
Wydawca:
Polska Akademia Nauk. Instytut Fizyki PAN
Tematy:
43.40.-r
43.58.Wc
Opis:
Wavelet transformation is one of the most popular tools for acoustic signal analysis. It provides good resolution both in time and frequency domains as well as wide choice of mother wavelets - this makes wavelet transformation a choice when flexible approach is required. However, selecting parameters of analysis can be difficult, especially regarding mother wavelet as different mother wavelets have various properties regarding number of vanishing moments and symmetry. This paper presents studies to determine the possibility of on-load tap changer wear detection by applying wavelet transformation. In research, different mother wavelets were selected and their usefulness was examined. Signals to be analyzed were obtained during on-load tap changer operation in different mechanical conditions - simulating devices wear in service. All measurements were performed on model very similar to real industrial on-load tap changer. Tests were conducted in controlled laboratory environment, reducing most of the possible disruptions.
Źródło:
Acta Physica Polonica A; 2015, 128, 3; 310-314
0587-4246
1898-794X
Pojawia się w:
Acta Physica Polonica A
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Modeling of Acoustic Emission Signals Generated in On Load Tap Changer
Autorzy:
Cichoń, A.
Borucki, S.
Wotzka, D.
Powiązania:
https://bibliotekanauki.pl/articles/1199209.pdf
Data publikacji:
2014-06
Wydawca:
Polska Akademia Nauk. Instytut Fizyki PAN
Tematy:
43.40.-r
43.40.Vn
43.58.Wc
Opis:
The paper deals with mathematical modeling of acoustic emission signals which are generated in on load tap changers. In power engineering area acoustic emission method is commonly used for diagnosis purposes. Authors in their research works apply it for detection of defects occurring in on load tap changers, which are important elements of power transformers. The acoustic emission method is based on measurements performed by use of wideband piezoelectric transducers that are mounted on transformer tank surface. The registered signal is then analyzed in the time, frequency, and time-frequency domains or is evaluated with computer expert systems for diagnosis purposes. Depending on indicators device technical condition can be determined. The contribution given by the authors in this paper is proposal of a mathematical model, which describes envelope of the measured acoustic emission signal.
Źródło:
Acta Physica Polonica A; 2014, 125, 6; 1396-1399
0587-4246
1898-794X
Pojawia się w:
Acta Physica Polonica A
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Selecting Sensor for On Load Tap Changer Contacts Degree of Wear Diagnostics
Autorzy:
Cichoń, A.
Borucki, S.
Berger, P.
Powiązania:
https://bibliotekanauki.pl/articles/1399337.pdf
Data publikacji:
2013-09
Wydawca:
Polska Akademia Nauk. Instytut Fizyki PAN
Tematy:
43.40.-r
43.40.Vn
43.58.Wc
Opis:
Results of scientific research works considering selection of measuring transducer applied for registration of acoustic emission signals generated by on load tap changers are presented in the paper. During the coupling process acoustic emission signals are generated by: the mechanical setup of tap changer, contacts operation, and other phenomena. For most on load tap changers types, the working medium is insulation oil in which the acoustic wave being formed propagates to the steal tank. There exists a possibility to register acoustic emission signals with a piezoelectric transducer attached to the outer tank surface or with a hydrophone immersed in the oil. Acoustic emission signal obtained in such manner contains information which describes operation of the power tap changer and the selector. A comparative analysis of acoustic emission signals generated by on load tap changers working under laboratory conditions, with applied measuring transducers with different transmittances, is presented in the paper. The comparative analysis was performed in order to determine their suitability for on load tap changers technical condition diagnosis. Based on the results achieved, one transducer which allows the registration of acoustic events generated during on load tap changers operation was selected.
Źródło:
Acta Physica Polonica A; 2013, 124, 3; 395-398
0587-4246
1898-794X
Pojawia się w:
Acta Physica Polonica A
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Study on Descriptors of Acoustic Emission Signals Generated by Partial Discharges under Laboratory Conditions and in On-Site Electrical Power Transformer
Autorzy:
Kunicki, M.
Cichoń, A.
Borucki, S.
Powiązania:
https://bibliotekanauki.pl/articles/176881.pdf
Data publikacji:
2016
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
acoustic emission
partial discharge
transformer diagnostics
Opis:
An acoustic emission method (AE) is widespread and often applied for partial discharge (PD) diagnostics, mainly due to its ease of application as well as noninvasiveness and relatively high sensitivity. This paper presents comparative analysis of AE signals measurement results archived under laboratory conditions as well as on-site actual AE signals generated by inside PDs in electrical power transformer during its normal service. Three different PD model sources are applied for laboratory research: point to point, multipoint to plate and surface type. A typical measuring set up commonly used for on-site transformer PD diagnostics is provided for the laboratory tasks: piezoelectric joint transducer, preamplifier, amplifier and measuring PC interface. During the on-site research there are three measuring tracks applied simultaneously. Time domain, time-frequency domain and statistical tools are used for registered AE signals analysis. A number of descriptors are proposed as a result of the analysis. In the paper, attempt of AE signals descriptors, archived under laboratory condition application possibilities for on-site PD diagnostics of power transformers during normal service is made.
Źródło:
Archives of Acoustics; 2016, 41, 2; 265-276
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Diagnostics of the Core Mechanical Construction Based on Vibroacoustic Measurements and Distribution of Temperature Field in Transformer Magnetic Circuit
Autorzy:
Borucki, S.
Cichon, A.
Boczar, T.
Powiązania:
https://bibliotekanauki.pl/articles/1401874.pdf
Data publikacji:
2015-09
Wydawca:
Polska Akademia Nauk. Instytut Fizyki PAN
Tematy:
43.40.-r
43.40.Vn
43.58.Wc
Opis:
Subject matter of this article concerns the results of research works on the development and use of the vibroacoustic method to evaluate technical state of transformer cores. The article presents obtained measurement results of transformer mechanical vibration for two cases of its operation: with twisted and loosened core. In order to demonstrate negative effects of operating a transformer with a loosened core, this publication presents thermographic images showing temperature distribution on its magnetic core. The article characterises the examined transformer, employed measurement system and methodology of the completed experiment. The vibroacoustic and thermographic measurements were carried out during idle work of the transformer. Core vibration was registered for three measurement axes: 0X, 0Y and 0Z. Completed tests have proven that loosened screws pressing the core cause evident increase in the value of magnetic core vibration acceleration. At the same time, the temperature rises by more than 25%.
Źródło:
Acta Physica Polonica A; 2015, 128, 3; 306-309
0587-4246
1898-794X
Pojawia się w:
Acta Physica Polonica A
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Zastosowanie uczenia nadzorowanego do klasyfikacji defektów PPZ na podstawie sygnałów EA
Application of supervised learning for classification of OLTC defects on the basis of AE signals
Autorzy:
Wotzka, D.
Cichoń, A.
Manowski, P.
Powiązania:
https://bibliotekanauki.pl/articles/376716.pdf
Data publikacji:
2018
Wydawca:
Politechnika Poznańska. Wydawnictwo Politechniki Poznańskiej
Tematy:
analiza sygnałów EA
podobciążeniowe przełączniki zaczepów
PPZ
klasyfikacja uszkodzeń PPZ
uczenie nadzorowane
Opis:
Tematyka artykułu dotyczy rozpoznawania defektów podobciążeniowych przełączników zaczepów (PPZ) z wykorzystaniem uczenia nadzorowanego. PPZ to specjalistyczne urządzenie będące częścią transformatora elektroenergetycznego, które pozwala na skokową zmianę przekładni a tym samym napięcia na zaciskach tego transformatora. Jako metodę diagnostyczną zastosowano metodę emisji akustycznej (EA), której zaletą jest możliwość stosowania podczas normalnej pracy transformatora bez konieczności jego wyłączania. Sygnały EA pozyskane z badań laboratoryjnych, w których symulowano cztery rodzaje defektów - typowych uszkodzeń PPZ, poddano wstępnej analizie z wykorzystaniem filtrów cyfrowych i transformaty Hilberta, a następnie poddano procesowi klasyfikacji. W artykule zawarto przykładowe przebiegi czasowe sygnałów EA oraz wyniki wstępnych badań dotyczących klasyfikacji defektów PPZ z wykorzystaniem siedmiu metod wraz z oceną ich skuteczności.
The subject of the article concerns recognition of defects of on load tap changers (OLTC) with the use of supervised learning. OLTC is a specialized device that is part of a power transformer, which allows for a step change of the gear and thus the voltage at the terminals of this transformer. The acoustic emission (AE) method was applied as diagnostic method. The advantage of this method lies in the possibility of its application during normal operation of the device without having to turn it off. EA signals were obtained from laboratory tests in which four types of defects - typical OLTC damages, were simulated. The gathered signals were pre-analyzed using digital filters and Hilbert transforms, and then subjected to the classification process. The article contains examples of EA signal waveforms and the results of preliminary research on the classification of OLTC defects with the use of seven methods together with an assessment of their effectiveness.
Źródło:
Poznan University of Technology Academic Journals. Electrical Engineering; 2018, 93; 335-344
1897-0737
Pojawia się w:
Poznan University of Technology Academic Journals. Electrical Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Zastosowanie klasyfikatora neuronowego w systemie eksperckim oceny stanu układów izolacyjnych transformatorów elektroenergetycznych
The Application of a Neural Classifier in an Expert System for the Evaluation of the Condition of Power Transformer Insulation System
Autorzy:
Boczar, T.
Borucki, S.
Cichoń, A.
Powiązania:
https://bibliotekanauki.pl/articles/153524.pdf
Data publikacji:
2007
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
wyładowania niezupełne
sieci neuronowe
system ekspercki
układ izolacyjny
transformator elektroenergetyczny
partial discharge
artificial neural network
expert's system
paper-oil insulation
power transformer
Opis:
Tematyka artykułu dotyczy oceny możliwości wykorzystania jednokierunkowej sieci neuronowej w systemie eksperckim diagnostyki stanu układów izolacyjnych transformatorów elektroenergetycznych. W artykule przedstawiono teoretyczne i praktyczne możliwości budowy systemu ekspertowego, bazującego na metodzie emisji akustycznej, wspomagającego diagnostykę układów izolacyjnych transformatorów dużej mocy. Zamieszczone w pracy wyniki przedstawiają skuteczność rozpoznawania badanych form WNZ (defektów izolacji), uzyskaną przy zastosowaniu klasyfikatora neuronowego, jak również ocenę możliwości jego zastosowania jako mechanizmu wnioskującego komputerowego systemu diagnostycznego.
The subject matter of the paper refers to the evaluation of the application possibilities of a single-direction neural network in the expert system of the diagnostics of the insulation system condition. The paper presents theoretical and practical possibilities of building an expert system based on the acoustic emission method, assisting the diagnostics of insulation systems of high power transformers. The results presented in this paper show the recognition effectiveness of the PD forms under study (insulation defects), obtained by using a neural classifier as well as the evaluation of its application possibilities as an inferring mechanism of a computer diagnostic system.
Źródło:
Pomiary Automatyka Kontrola; 2007, R. 53, nr 10, 10; 29-32
0032-4140
Pojawia się w:
Pomiary Automatyka Kontrola
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Ocena stanu technicznego transformatorów elektroenergetycznych z wykorzystaniem metody emisji akustycznej
Diagnostics of technical condition of power transformers with use of the Acoustic Emission Method
Autorzy:
Skubis, J.
Borucki, S.
Cichoń, A.
Powiązania:
https://bibliotekanauki.pl/articles/153873.pdf
Data publikacji:
2011
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
transformator elektroenergetyczny
metoda emisji akustycznej
wyładowania niezupełne
izolacja papierowo-olejowa
diagnostyka
power transformer
acoustic emission method
partial discharges
paper-oil insulation
diagnostic
Opis:
Tematyka artykułu dotyczy wykonanych przez pracowników Politechniki Opolskiej badań związanych z detekcją, oceną intensywności i lokalizacją wyładowań niezupełnych metodą emisji akustycznej w trzech transformatorach elektroenergetycznych o mocach 125, 160 i 400 MVA. Rezultatem przeprowadzonych prac było sformułowanie rekomendacji technicznych dotyczących aktualnego stanu technicznego badanych jednostek. Analizę zarejestrowanych impulsów akustycznych przeprowadzono w dziedzinie czasu, częstotliwości i czasowo-częstotliwościowej.
An important part of a comprehensive evaluation of the technical condition of power transformers is detection, assessment of the intensity and location of partial discharges (PDs), that may occur in their paper-oil insulation systems. Modern monitoring techniques are increasingly using the acoustic emission (AE) method, which combines the features of the gas chromatography and electricity methods, to evaluate the electrical discharge. The paper presents investigations performed by a team of the Opole University of Technology dealing with the detection, evaluation, intensity and location of PDs by means of the AE method for three transformers of 125, 160 and 400 MVA power. The result of this work was formulation of technical recommendations for the current technical condition of units. The analysis of the recorded pulses EA was conducted in the time, frequency and time-frequency domain. The paper generally characterizes the possibility of the AE method, and the used measuring system (Fig. 1). There are given the technical parameters of the energy object under study (Figs. 2, 7 and 11). The results of detection, assessment of the intensity and location of electrical discharges in transformers diagnosed are shown in Figs. 3, 5, 6, 9, 10, 13, 14 and Tables 1-4.
Źródło:
Pomiary Automatyka Kontrola; 2011, R. 57, nr 4, 4; 343-347
0032-4140
Pojawia się w:
Pomiary Automatyka Kontrola
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Ocena możliwości wykorzystania sygnałów emisji akustycznej do detekcji wyładowań niezupełnych w izolatorach przepustowych
Application possibility estimation of acoustic emission signals for detection of partial discharges in bushing isolators
Autorzy:
Cichoń, A.
Borucki, S.
Subocz, J.
Powiązania:
https://bibliotekanauki.pl/articles/153875.pdf
Data publikacji:
2011
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
izolatory przepustowe
wyładowania niezupełne
metoda emisji akustycznej
diagnostyka elektroenergetyczna
bushing isolator
partial discharges
acoustic emission method
electric power diagnosis
Opis:
W artykule przedstawiono wyniki prac naukowo - badawczych związanych z detekcją wyładowań niezupełnych (WNZ) w izolatorach przepustowych z wykorzystaniem metody emisji akustycznej (EA). Badania przeprowadzono w warunkach laboratoryjnych wykorzystując model izolatora typu GSKTFK, w którym osłonę porcelanową zastąpiono obudową wykonaną z tworzywa sztucznego. Pomiary wykonywano w układach modelujących różne rodzaje uszkodzeń. Sygnały EA rejestrowano za pomocą piezoelektrycznego przetwornika stykowego przymocowanego do zewnętrznej części osłony izolatora. Analizę zarejestrowanych sygnałów przeprowadzono w dziedzinie czasowo - częstotliwościowej z wykorzystaniem krótkoczasowej transformaty Fouriera (STFT). Efektem przeprowadzonych prac było określenie możliwości wykorzystania metody EA do detekcji WNZ powstających na skutek różnych rodzajów defektów w izolacji papierowo - olejowej.
Reliable operation of an electric power system is connected with the necessity of maintenance of its particular elements for theirs good technical state. Important part of the electric power network is the high power transformer, which inherent elements are bushing isolators. Effective detection of PDs in inner part of the paper-oil isolation is one of the main conditions which assure safety operation of bushing isolators. Limited possibility for switching off the electric power devices is a reason for looking for new diagnostic methods enabling on-line measurements execution. Measurements results of AE signals generated in a bushing isolator: with defective inner paper-oil isolation, with presence of air blebs freely moving inside the isolation system, with forced motion of air blebs and with entered natural aging products of cellulose between the particular layers of the insulating system are presented in the paper. Results achieved in the scope of works performed confirmed the application possibility of AE method for technical state diagnosis of paper-oil insulation of bushing isolators in terms of PD appearance. During measurements of AE signals two kinds of PDs have been observed: electrical discharges in the inner part of paper-oil isolation and inside the air blebs. Time-frequency analysis has enabled to assign characteristic frequency bands to the particular PD types. This has created a basis for further works aiming development of research methodic enabling for AE signals measurement on bushing isolators under normal operation condition.
Źródło:
Pomiary Automatyka Kontrola; 2011, R. 57, nr 4, 4; 348-351
0032-4140
Pojawia się w:
Pomiary Automatyka Kontrola
Dostawca treści:
Biblioteka Nauki
Artykuł
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