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Tytuł:
An application of continuous wavelet transform and wavelet coherence for residential power consumer load profiles analysis
Autorzy:
Kapler, Piotr
Powiązania:
https://bibliotekanauki.pl/articles/2086818.pdf
Data publikacji:
2021
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
residential power consumers
load profiles
power demand
continuous wavelet transform
wavelet coherence
odbiorcy energii lokalni
zapotrzebowanie na energię
profil obciążenia
ciągła transformata falkowa
spójność falkowa
Opis:
Load profiles of residential consumers are very diverse. This paper proposes the usage of a continuous wavelet transform and wavelet coherence to perform analysis of residential power consumer load profiles. The importance of load profiles in power engineering and common shapes of profiles along with the factors that cause them are described. The continuous wavelet transform and wavelet coherence has been presented. In contrast with other studies, this research has been conducted using detailed (not averaged) load profiles. Presented load profiles were measured separately on working day and weekend during winter in two urban households. Results of applying the continuous wavelet transform for load profiles analysis are presented as coloured scalograms. Moreover, the wavelet coherence was used to detect potential relationships between two consumers in power usage patterns. Results of coherence analysis are also presented in a colourful plots. The conducted studies show that the Morlet wavelet is slightly better suitable for load profiles analysis than the Meyer’s wavelet. Research of this type may be valuable for a power system operator and companies selling electricity in order to match their offer to customers better or for people managing electricity consumption in buildings.
Źródło:
Bulletin of the Polish Academy of Sciences. Technical Sciences; 2021, 69, 1; art. no. e136216, 1--8
0239-7528
Pojawia się w:
Bulletin of the Polish Academy of Sciences. Technical Sciences
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
An application of continuous wavelet transform and wavelet coherence for residential power consumer load profiles analysis
Autorzy:
Kapler, Piotr
Powiązania:
https://bibliotekanauki.pl/articles/2090695.pdf
Data publikacji:
2021
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
residential power consumers
load profiles
power demand
continuous wavelet transform
wavelet coherence
odbiorcy energii lokalni
zapotrzebowanie na energię
profil obciążenia
transformata falkowa ciągła
spójność falkowa
Opis:
Load profiles of residential consumers are very diverse. This paper proposes the usage of a continuous wavelet transform and wavelet coherence to perform analysis of residential power consumer load profiles. The importance of load profiles in power engineering and common shapes of profiles along with the factors that cause them are described. The continuous wavelet transform and wavelet coherence has been presented. In contrast with other studies, this research has been conducted using detailed (not averaged) load profiles. Presented load profiles were measured separately on working day and weekend during winter in two urban households. Results of applying the continuous wavelet transform for load profiles analysis are presented as coloured scalograms. Moreover, the wavelet coherence was used to detect potential relationships between two consumers in power usage patterns. Results of coherence analysis are also presented in a colourful plots. The conducted studies show that the Morlet wavelet is slightly better suitable for load profiles analysis than the Meyer’s wavelet. Research of this type may be valuable for a power system operator and companies selling electricity in order to match their offer to customers better or for people managing electricity consumption in buildings.
Źródło:
Bulletin of the Polish Academy of Sciences. Technical Sciences; 2021, 69, 1; e136216, 1--8
0239-7528
Pojawia się w:
Bulletin of the Polish Academy of Sciences. Technical Sciences
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
An attempt of an employment of a continuous wavelet transform for evaluation of temporary comfort disturbances
Autorzy:
Grzegożek, W.
Szczygieł, J.
Król, S.
Powiązania:
https://bibliotekanauki.pl/articles/244076.pdf
Data publikacji:
2009
Wydawca:
Instytut Techniczny Wojsk Lotniczych
Tematy:
ride comfort analysis
continuous wavelet transform (CWT)
vibration discomfort
comfort on discrete events
Opis:
This paper focuses on an attempt of an employment of a continuous wavelet transform as a tool of time-frequency analysis to identify and asses the comfort on discrete events. A short review of practical procedures for predicting vibration discomfort defined by ISO 2631-5 and BS 6041, ENV 12299 is enclosed. The results of research of tram temporary comfort disturbances are also described in the paper. The research enclosed the comfort on curve transitions and comfort on discrete events. Research was carried out in the old city centre as in this area there are a lot of curves and large number of excitations can be expected. An exemplary analysis of tram comfort using a continuous wavelet transform is presented. The signals in time intervals in which PCr and PDE indexes that have high values are analyzed. Moreover, the evaluation of comfort disturbances using wavelet transform based on Morlet mother wavelet is done. The continuous wavelet transform that was employed proves high usefulness of this method for assessment of temporary comfort disturbances. The results of Fourier transform of the signals measured are also presented in this article. Traditional methods based on the vibration dose value and frequency weighting methodsfor assessment of these vibrations are less useful in respect to non-stationary character of temporary disturbances.
Źródło:
Journal of KONES; 2009, 16, 1; 165-172
1231-4005
2354-0133
Pojawia się w:
Journal of KONES
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Analysis of the mining torque signal with Continuous Wavelet Transform
Analiza sygnału momentu urabiania za pomocą ciągłej transformaty falkowej
Autorzy:
Jonak, J.
Jedliński, Ł.
Gajewski, J.
Powiązania:
https://bibliotekanauki.pl/articles/369043.pdf
Data publikacji:
2010
Wydawca:
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:
ciągła transformata falkowa
głowica wielonożowa
sztuczna sieć neuronowa
continuous wavelet transform (CWT)
multi-tool head
artificial neural network
Opis:
This paper presents an analysis of the excavation torgue signal with the use of a Continuous Wavelet Transform. The article also presents results of preliminary research on utilising neural networks to identify excavating cutting tools type used in multi-tool excavating heads of mechanical coal miners. Selected wavelet coefficients were used as data to teach artificial neural network. The research is necessary to identify rock excavating process with a given head, and design adaptation system for control of mining process with such a head. The results of numerical analyses conducted with the use of Neural Networks are presented.
Artykuł przedstawia analizę sygnału momentu urabiania z wykorzystaniem ciągłej transformaty falkowej. Praca przedstawia ponadto rezultaty wstępnych badań nad wykorzystaniem sztucznej sieci neuronowej do oceny rodzaju narzędzi urabiających głowic wielonarzędziowych kombajnu górniczego. Do nauki sieci neuronowej wykorzystano wybrane współczynniki falkowe. Badania te niezbędne są do identyfikacji procesu urabiania w celu opracowania adaptacyjnego systemu sterowania pracą głowicy kombajnu. W artykule przedstawiono wyniki analiz numerycznych, wykorzystując sztuczne sieci neuronowe.
Źródło:
Mechanics and Control; 2010, 29, 4; 169-173
2083-6759
2300-7079
Pojawia się w:
Mechanics and Control
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of wavelet transform in analysis of guided wave propagation signals for damage detection in a steel plate
Zastosowanie transformaty falkowej w analizie sygnałów fal prowadzonych dla celów detekcji uszkodzeń w płycie stalowej
Autorzy:
Zima, B.
Rucka, M.
Powiązania:
https://bibliotekanauki.pl/articles/327896.pdf
Data publikacji:
2015
Wydawca:
Polska Akademia Nauk. Polskie Towarzystwo Diagnostyki Technicznej PAN
Tematy:
guided waves
damage detection
non-destructive testing
continuous wavelet transform (CWT)
fale prowadzone
detekcja uszkodzeń
diagnostyka nieniszcząca
ciągła transformata falkowa
Opis:
The paper presents results of experimental investigations on damage detection using guided wave propagation technique. The tested specimen was a steel plate with a defect in the form of a rectangular notch. Lamb waves were excited by a PZT actuator and sensed by a laser vibrometer. Since reflections from damage in registered signals are often masked by measurement noise, for identification of time of reflections from damage, continuous wavelet transform (CWT) was used. Obtained results indicated that application of wavelet signal processing enabled precise reconstruction of reflected wavefront from damage.
W artykule przedstawiono wyniki badań doświadczalnych dotyczących detekcji uszkodzeń za pomocą metody propagacji fal prowadzonych. Badania przeprowadzono na stalowej płycie z uszkodzeniem w formie prostokątnego nacięcia. Fale Lamba zostały wzbudzone przy użyciu piezoaktuatora, zaś do pomiaru przebiegów czasowych zastosowano wibrometr laserowy. Ponieważ odbicia propagującej fali od uszkodzenia często bywają maskowane przez szum pomiarowy, do identyfikacji czasu odbicia zastosowano ciągłą transformatę falkową. Otrzymane wyniki wskazują, że przetwarzanie sygnałów pomiarowych fal prowadzonych za pomocą transformaty falkowej umożliwiło precyzyjną rekonstrukcję frontu fali odbitego od uszkodzenia.
Źródło:
Diagnostyka; 2015, 16, 2; 43-48
1641-6414
2449-5220
Pojawia się w:
Diagnostyka
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Applications and Comparison of Continuous Wavelet Transforms on Analysis of A-wave Impulse Noise
Autorzy:
Qin, J.
Sun, P.
Powiązania:
https://bibliotekanauki.pl/articles/177117.pdf
Data publikacji:
2015
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
continuous wavelet transform (CWT)
impulse noise signal processing
time-frequency domain
temporal and spectral resolutions
noise-induced hearing loss
A-wave impulse noise
Opis:
Noise induced hearing loss (NIHL) is a serious occupational related health problem worldwide. The A-wave impulse noise could cause severe hearing loss, and characteristics of such kind of impulse noise in the joint time-frequency (T-F) domain are critical for evaluation of auditory hazard level. This study focuses on the analysis of A-wave impulse noise in the T-F domain using continual wavelet transforms. Three different wavelets, referring to Morlet, Mexican hat, and Meyer wavelets, were investigated and compared based on theoretical analysis and applications to experimental generated A-wave impulse noise signals. The underlying theory of continuous wavelet transform was given and the temporal and spectral resolutions were theoretically analyzed. The main results showed that the Mexican hat wavelet demonstrated significant advantages over the Morlet and Meyer wavelets for the characterization and analysis of the A-wave impulse noise. The results of this study provide useful information for applying wavelet transform on signal processing of the A-wave impulse noise.
Źródło:
Archives of Acoustics; 2015, 40, 4; 503-512
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Are Stock Prices Hedge Against Inflation? A Revisit over Time and Frequencies in India
Autorzy:
Bhanja, Niyati
Dar, Arif Billah
Tiwari, Aviral Kumar
Powiązania:
https://bibliotekanauki.pl/articles/483267.pdf
Data publikacji:
2012
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
Stock prices
inflation
Fisher effect
Indian stock markets
continuous wavelet transform
wavelet coherency
Opis:
In this paper, the stock price-inflation nexus is investigated using the tools of wavelet power spectrum, cross-wavelet power spectrum and cross-wavelet coherency to unravel time and frequency dependent relationships between stock prices and inflation. Our results suggest that for a frequency band between sixteen and thirty two months, there is some evidence of the fisher effect. For rest of the frequencies and time periods however there is no evidence of the fisher effect and it seems stock prices have not played any role as an inflation hedge.
Źródło:
Central European Journal of Economic Modelling and Econometrics; 2012, 4, 3; 199-213
2080-0886
2080-119X
Pojawia się w:
Central European Journal of Economic Modelling and Econometrics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Automatic disordered sound repetition recognition in continuous speech using CWT and kohonen network
Autorzy:
Codello, I.
Kuniszyk-Jóźkowiak, W.
Smołka, E.
Kobus, A.
Powiązania:
https://bibliotekanauki.pl/articles/106192.pdf
Data publikacji:
2012
Wydawca:
Uniwersytet Marii Curie-Skłodowskiej. Wydawnictwo Uniwersytetu Marii Curie-Skłodowskiej
Tematy:
speech recognition
speech disorders
sound repetition
Continuous Wavelet Transform
WaveBlaster
Opis:
Automatic disorders recognition in speech can be very helpful for a therapist while monitoring therapy progress of patients with disordered speech. This article is focused on sound repetitions. The signal is analyzed using Continuous Wavelet Transform with 16 bark scales. Using the silence finding algorithm, only speech fragments are automatically found and cut. Each cut fragment is converted into a fixed-length vector and passed into the Kohonen network. Finally, the Kohonen winning neuron result is put on the 3-layer perceptron. Most of the analysis was performer and the results were obtained using the authors’ program WaveBlaster. We use the STATISTICA package for finding the best perceptron which was then imported back into WaveBlaster and used for automatic blockades finding. The problem presented in this article is a part of our research work aimed at creating an automatic disordered speech recognition system.
Źródło:
Annales Universitatis Mariae Curie-Skłodowska. Sectio AI, Informatica; 2012, 12, 2; 39-48
1732-1360
2083-3628
Pojawia się w:
Annales Universitatis Mariae Curie-Skłodowska. Sectio AI, Informatica
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Automatic prolongation recognition in disordered speech using CWT and Kohonen network
Autorzy:
Codello, I.
Kuniszyk-Jóźkowiak, W.
Smołka, E.
Kobus, A.
Powiązania:
https://bibliotekanauki.pl/articles/332965.pdf
Data publikacji:
2012
Wydawca:
Uniwersytet Śląski. Wydział Informatyki i Nauki o Materiałach. Instytut Informatyki. Zakład Systemów Komputerowych
Tematy:
sieć Kohonena
zaburzenia automatycznego rozpoznawania mowy
ciągła transformata falkowa
skala Barka
wydłużenie mowy
Kohonen network
automatic disorders speech recognition
waveblaster
CWT
continuous wavelet transform (CWT)
Bark scale
speech prolongations
Opis:
Automatic disorder recognition in speech can be very helpful for the therapist while monitoring therapy progress of the patients with disordered speech. In this article we focus on prolongations. We analyze the signal using Continuous Wavelet Transform with 18 bark scales, we divide the result into vectors (using windowing) and then we pass such vectors into Kohonen network. Quite large search analysis was performed (5 variables were checked) during which, recognition above 90% was achieved. All the analysis was performed and the results were obtained using the authors' program - "WaveBlaster". It is very important that the recognition ratio above 90% was obtained by a fully automatic algorithm (without a teacher) from the continuous speech. The presented problem is part of our research aimed at creating an automatic prolongation recognition system.
Źródło:
Journal of Medical Informatics & Technologies; 2012, 20; 137-144
1642-6037
Pojawia się w:
Journal of Medical Informatics & Technologies
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Certain properties of continuous fractional wavelet transform on Hardy space and Morrey space
Autorzy:
Verma, Amit K.
Gupta, Bivek
Powiązania:
https://bibliotekanauki.pl/articles/2049016.pdf
Data publikacji:
2021
Wydawca:
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:
fractional Fourier transform
continuous fractional wavelet transform
Hardy space
Morrey space
Opis:
In this paper we define a new class of continuous fractional wavelet transform (CFrWT) and study its properties in Hardy space and Morrey space. The theory developed generalize and complement some of already existing results.
Źródło:
Opuscula Mathematica; 2021, 41, 5; 701-723
1232-9274
2300-6919
Pojawia się w:
Opuscula Mathematica
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Continuous wavelet and Hilbert-Huang Transforms applied for analysis of active and reactive power consumption
Autorzy:
Avdakovic, S
Bosovic, A.
Powiązania:
https://bibliotekanauki.pl/articles/221580.pdf
Data publikacji:
2014
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
active power consumption
reactive power consumption
continuous wavelet transform (CWT)
empirical mode decomposition
Hilbert-Huang transform
Opis:
Analysis of power consumption presents a very important issue for power distribution system operators. Some power system processes such as planning, demand forecasting, development, etc.., require a complete understanding of behaviour of power consumption for observed area, which requires appropriate techniques for analysis of available data. In this paper, two different time-frequency techniques are applied for analysis of hourly values of active and reactive power consumption from one real power distribution transformer substation in urban part of Sarajevo city. Using the continuous wavelet transform (CWT) with wavelet power spectrum and global wavelet spectrum some properties of analysed time series are determined. Then, empirical mode decomposition (EMD) and Hilbert-Huang Transform (HHT) are applied for the analyses of the same time series and the results showed that both applied approaches can provide very useful information about the behaviour of power consumption for observed time interval and different period (frequency) bands. Also it can be noticed that the results obtained by global wavelet spectrum and marginal Hilbert spectrum are very similar, thus confirming that both approaches could be used for identification of main properties of active and reactive power consumption time series.
Źródło:
Metrology and Measurement Systems; 2014, 21, 3; 413-422
0860-8229
Pojawia się w:
Metrology and Measurement Systems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Deep Classifiers and Wavelet Transformation for Fake Image Detection
Autorzy:
Osowski, Stanislaw
Golgowski, Maciej
Powiązania:
https://bibliotekanauki.pl/articles/27312950.pdf
Data publikacji:
2023
Wydawca:
Instytut Łączności - Państwowy Instytut Badawczy
Tematy:
continuous wavelet transform
convolutional neural
networks
deep fake
ensemble of classifiers
Opis:
The paper presents a computer system for detecting deep fake images in videos. The system is based on continuous wavelet transformation combined with a set of classifiers composed of a few convolutional neural networks of diversified architectures. Three different forms of forged images taken from the FaceForensics++ database are considered in numerical experiments. The results of experiments involving the proposed system have shown good performance in comparison to other current approaches to this particular problem.
Źródło:
Journal of Telecommunications and Information Technology; 2023, 4; 1--8
1509-4553
1899-8852
Pojawia się w:
Journal of Telecommunications and Information Technology
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Diagnostics of clearance in the piston-cylinder assembly using Hoelder coefficients
Diagnozowanie luzu w układzie tłok-cylinder z wykorzystaniem współczynników Hoeldera
Autorzy:
Madej, H.
Czech, P.
Powiązania:
https://bibliotekanauki.pl/articles/328870.pdf
Data publikacji:
2009
Wydawca:
Polska Akademia Nauk. Polskie Towarzystwo Diagnostyki Technicznej PAN
Tematy:
diagnostyka
silnik spalinowy
ciągła transformata falkowa
diagnostics
IC engine
continuous wavelet transform (CWT)
Opis:
The paper gives an overview of the results of the attempt to utilise Hoelder coefficients for the detection of clearance in piston-cylinder assembly of a combustion engine with spark ignition. Condition of the engine tested was evaluated based on the accelerations of vibrations recorded on the engine body. The vibration acceleration signals were analysed with the aid of continuous wavelet transform (CWT). Properly processed results of the wavelet analysis allowed modified Hoelder coefficient values to be obtained. According to the study, the coefficients obtained can be useful in evaluating the condition of a combustion engine.
W opracowaniu przedstawiono wyniki próby zastosowania współczynników Hoeldera do wykrywania luzów w układzie tłok-cylinder silnika spalinowego z zapłonem iskrowym. Ocenę stanu diagnozowanego silnika prowadzono na podstawie przyspieszeń drgań zarejestrowanych na korpusie silnika. Sygnały przyspieszeń drgań analizowano za pomocą ciągłej transformaty falkowej (CWT). Odpowiednio przetworzone wyniki analizy falkowej umożliwiły uzyskanie zmodyfikowanych współczynników Hoeldera. Z badań wynika, że uzyskane współczynniki mogą być przydatne w rozpoznawaniu stanów silnika spalinowego.
Źródło:
Diagnostyka; 2009, 1(49); 73-78
1641-6414
2449-5220
Pojawia się w:
Diagnostyka
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Disordered sound repetition recognition in continuous speech using CWT and Kohonen network
Autorzy:
Codello, I.
Kuniszyk-Jóźkowiak, W.
Smołka, E.
Kobus, A.
Powiązania:
https://bibliotekanauki.pl/articles/333359.pdf
Data publikacji:
2011
Wydawca:
Uniwersytet Śląski. Wydział Informatyki i Nauki o Materiałach. Instytut Informatyki. Zakład Systemów Komputerowych
Tematy:
sieć Kohonena
zaburzenia automatycznego rozpoznawania mowy
ciągła transformata falkowa
skala Barka
powtarzanie dźwięku
Kohonen network
automatic disorders speech recognition
waveblaster
CWT
continuous wavelet transform (CWT)
Bark scale
sound repetition
Opis:
Automatic disorders recognition in speech can be very helpful for therapist while monitoring therapy progress of patients with disordered speech. This article is focused on sound repetitions. The signal is analyzed using Continuous Wavelet Transform with 16 bark scales, the result is divided into vectors and passed into Kohonen network. Finally, the Kohonen winning neuron result is put on the 3-layer perceptron. The recognition ratio was increased by about 20% by adding a modification into the Kohonen network training process as well as into CWT computation algorithm. All the analysis was performed and the results were obtained using the authors' program ”WaveBlaster“, The problem presented in this article is a part of our research work aimed at creating an automatic disordered speech recognition system.
Źródło:
Journal of Medical Informatics & Technologies; 2011, 17; 123-130
1642-6037
Pojawia się w:
Journal of Medical Informatics & Technologies
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Experimental damage assessment of support condition for plate structures using wavelet transform
Autorzy:
Abdulkareem, Muyideen
Bakhary, Norhisham
Vafaei, Mohammadreza
Md Noor, Norhazilan
Abd Samat, Roslida
Powiązania:
https://bibliotekanauki.pl/articles/280431.pdf
Data publikacji:
2019
Wydawca:
Polskie Towarzystwo Mechaniki Teoretycznej i Stosowanej
Tematy:
damage
plate
continuous wavelet transform
discrete wavelet transform
Opis:
Wavelet transforms (WTs) have gained popularity due to their ability to identify singularities by decomposing mode shapes of structures. In VBDD, the support condition of a structure influences structural responses and modal properties. In fact, the structural responses and modal properties are a lot more sensitive to changing boundary conditions than to crack and fatigue damage, resulting in inaccurate damage detection results. Therefore, in this study, sensitivity tests to estimate a suitable distance range which allows damage detection by imposing single support damage are carried out. The estimated appropriate distance is then applied to detect damage at multiple supports. This involved the applicability of response acceleration of plate structures to support assessment by applying continuous wavelet transform (CWT) and discrete wavelet transform (DWT). The damage cases have been introduced by releasing bolts at specified fixed supports of the plate to simulate the damage. The response accelerations of the rectangular plate at points close to the supports were measured and decomposed using CWT and DWT to assess the structural integrity of each support. The results showed that an appropriate distance range was necessary for accurate damage detection, and both, CWT and DWT could provide reliable outputs. However, the first- and fourth-level detail coefficients of DWT failed to indicate damage in some cases. A more detailed investigation of the effect of different wavelet scale ranges on damage detection using CWT demonstrated that the accuracy of damage detection increased as the scale decreased.
Źródło:
Journal of Theoretical and Applied Mechanics; 2019, 57, 2; 501-518
1429-2955
Pojawia się w:
Journal of Theoretical and Applied Mechanics
Dostawca treści:
Biblioteka Nauki
Artykuł
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