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Tytuł:
An integrated dynamic weighing system based on SCADA
Autorzy:
Bazydło, P.
Szewczyk, R.
Urbański, M.
Powiązania:
https://bibliotekanauki.pl/articles/406629.pdf
Data publikacji:
2015
Wydawca:
Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
Tematy:
SCADA
industrial signal processing
system integration
dynamic weighing
Opis:
A prototyped dynamic weighing system has been presented which integrates together three advanced software environments: MATLAB, LabVIEW and iFIX SCADA. They were used for advanced signal processing, data acquisition, as well as visualization and process control. Dynamic weighing is a constantly developing field of metrology. Because of the highly complicated structure of any electronic weighing module, it is vulnerable to many sources of environmental disturbances. For this reason, there is a lot of research concerned with weighing signal processing, mechanical matters and functionality of the system. In the paper, some issues connected with dynamic weighing have been presented, and the necessity of implementing signal processing methods has been discussed. Implementation of this feature is impossible in the majority of SCADA systems. The integration of the three environments mentioned above is an attempt to create an industrial system with capabilities to deal with major dynamic weighing problems. It is innovative because it connects the industrial SCADA, laboratory/industrial product LabVIEW and MATLAB. In addition, the algorithms responsible for process control and data exchange are presented. The paper includes a description of the capabilities, performance tests, as well as benefits and drawbacks, of the system. The outcome of the research is a prototyped system and evaluation of its usefulness.
Źródło:
Operations Research and Decisions; 2015, 25, 2; 5-18
2081-8858
2391-6060
Pojawia się w:
Operations Research and Decisions
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
LMS Algorithm Step Size Adjustment for Fast Convergence
Autorzy:
Bismor, D.
Powiązania:
https://bibliotekanauki.pl/articles/177252.pdf
Data publikacji:
2012
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
signal processing
adaptive algorithms
least mean squares
active noise control
system identification
Opis:
In the areas of acoustic research or applications that deal with not-precisely-known or variable condi- tions, a method of adaptation to the uncertainness or changes is usually necessary. When searching for an adaptation algorithm, it is hard to overlook the least mean squares (LMS) algorithm. Its simplicity, speed of computation, and robustness has won it a wide area of applications: from telecommunication, through acoustics and vibration, to seismology. The algorithm, however, still lacks a full theoretical analysis. This is probabely the cause of its main drawback: the need of a careful choice of the step size – which is the reason why so many variable step size flavors of the LMS algorithm has been developed. This paper contributes to both the above mentioned characteristics of the LMS algorithm. First, it shows a derivation of a new necessary condition for the LMS algorithm convergence. The condition, although weak, proved useful in developing a new variable step size LMS algorithm which appeared to be quite different from the algorithms known from the literature. Moreover, the algorithm proved to be effective in both simulations and laboratory experiments, covering two possible applications: adaptive line enhancement and active noise control.
Źródło:
Archives of Acoustics; 2012, 37, 1; 31-40
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Influence of A/D quantization in an interpolated DFT based system of power control with a small delay
Autorzy:
Borkowski, J.
Kania, D.
Mroczka, J.
Powiązania:
https://bibliotekanauki.pl/articles/221386.pdf
Data publikacji:
2014
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
photovoltaic system
frequency estimation
signal processing
A/D converter
control of power system
Opis:
Fast and accurate grid signal frequency estimation is a very important issue in the control of renewable energy systems. Important factors that influence the estimation accuracy include the A/D converter parameters in the inverter control system. This paper presents the influence of the number of A/D converter bits b, the phase shift of the grid signal relative to the time window, the width of the time window relative to the grid signal period (expressed as a cycle in range (CiR) parameter) and the number of N samples obtained in this window with the A/D converter on the developed estimation method results. An increase in the number b by 8 decreases the estimation error by approximately 256 times. The largest estimation error occurs when the signal module maximum is in the time window center (for small values of CiR) or when the signal value is zero in the time window center (for large values of CiR). In practical applications, the dominant component of the frequency estimation error is the error caused by the quantization noise, and its range is from approximately 8×10-10 to 6×10-4.
Źródło:
Metrology and Measurement Systems; 2014, 21, 3; 423-432
0860-8229
Pojawia się w:
Metrology and Measurement Systems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
On-line process identification using the Modulating Functions Method and non-asymptotic state estimation
Autorzy:
Byrski, Witold
Drapała, Michał
Powiązania:
https://bibliotekanauki.pl/articles/2175109.pdf
Data publikacji:
2022
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
system identification
modulating functions method
state observers
signal processing
adaptive algorithms
Opis:
The paper presents an iterative identification method dedicated for industrial processes. The method consists of two steps. In the first step, a MISO system is identified with the Modulating Functions Method to obtain sub-models with a common denominator. In the second step, the obtained subsystems are re-identified. This procedure enables to obtain the set of models with different denominators of the transfer functions. The algorithm was used for on-line identification of a glass conditioning process. Identification window is divided into intervals, in which the models can be updated based on recent process data, with the use of the integral state observer. Results of the performed simulations for the identified models are compared with the historical process data.
Źródło:
Archives of Control Sciences; 2022, 32, 3; 535--555
1230-2384
Pojawia się w:
Archives of Control Sciences
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Analiza dokładności przetwarzania sygnału w torze pomiarowym cyfrowego terminalu automatyki elektroenergetycznej - wybrane wyniki badań
Accuracy analysis of signal processing in the measuring chain of a digital power system protection unit - selected investigation results
Autorzy:
Halinka, A.
Topór-Kamiński, L.
Szewczyk, M.
Powiązania:
https://bibliotekanauki.pl/articles/154921.pdf
Data publikacji:
2009
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
cyfrowe przetwarzanie sygnałów
elektroenergetyczna automatyka zabezpieczeniowa
digital signal processing
power system protection automation
Opis:
W artykule zostaną przedstawione wyniki badań układów wejściowych wybranego zabezpieczenia cyfrowego. Przeprowadzona zostanie wstępna analiza poprawności ich pracy w przypadku sygnałów wejściowych w postaci mono- i poliharmonicznych sygnałów napięciowych i prądowych o zmiennej amplitudzie i częstotliwości. Badany układ toru przetwarzania analogowo-cyfrowego zabezpieczenia elektroenergetycznego wykazuje dobre właściwości pomiarowe zarówno dla sygnałów prądowych jak i napięciowych.
Today's digital technology makes it possible to construct power system protection devices characterized by the so-called open architecture. It assumes that such devices can easily adapt their hardware and software functions to the automation tasks of different power system objects. Additionally, these units, owing to strong teleinformatic interconnections, enable using the common databases (knowledge bases) about the object and its environment (Fig. 2). As far as the decision-making is concerned, there has been observed the rapid growth in development of adaptive techniques (both configurational and frequencional adaptation) as well as multicticriterial decision-making lately. Increase in the processing power of protection system elementary units and availability of access to the data and information about the object and its environment lead to the possibility of using unconventional decision-making structures, i.e. artificial neural networks, fuzzy logic and dispersed algorithms. Therefore, it seems that a major factor influencing the "quality" of decisions made by protection devices is the reliable measurement data and input information obtained mainly from the so-called digital signal processing chain of the elementary unit in a protection system which, additionally, have to be achieved under strict time limitations. The paper presents investigation results concerning input units of a selected digital power protection device verifying the accuracy of the mentioned units in the case of monoharmonic and poliharmonic current and voltage signals of varying amplitudes and frequencies. The tests performed show that the measurement input chain of the digital protection device has good measurement properties for both current and voltage signals. Some results of the voltage input properties for high voltage (above the rated one) restrict the possible application of such devices to the protections that make decisions on the basis of undervoltage and overcurrent criteria or their combinations.
Źródło:
Pomiary Automatyka Kontrola; 2009, R. 55, nr 9, 9; 769-773
0032-4140
Pojawia się w:
Pomiary Automatyka Kontrola
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
The Mechanism of Signal Processing of Solar Radio Burst Data in E-CALLISTO Network (Malaysia)
Autorzy:
Hamidi, Z. S.
Shariff, N. N. M.
Powiązania:
https://bibliotekanauki.pl/articles/412533.pdf
Data publikacji:
2014
Wydawca:
Przedsiębiorstwo Wydawnictw Naukowych Darwin / Scientific Publishing House DARWIN
Tematy:
Space weather
CALLSITO system
ISWI (International Space Weather Initiative)
sun
solar radio burst
solar activity
signal processing
e-network
Opis:
Solar space weather events like Coronal Mass Ejections and solar flares are usually accompanied by solar radio bursts, which can be used for a low-cost real-time space weather monitoring. In order to make a standard system, a CALLISTO (Compound Astronomical Low-cost Low-frequency Instrument for Spectroscopy in Transportable Observatory) spectrometers, designed and built by electronics engineer Christian Monstein of the Institute for Astronomy of the Swiss Federal Institute of Technology Zurich (ETH Zurich) have been already developed all over the world since 2005 to monitor the solar activities such as solar flare and Coronal Mass Ejections (CMEs). Up to date, there are 25 sites that used the same system in order to monitor the Sun within 24 hours. This outstanding project also is a part of the United Nations together with NASA initiated the International Heliophysical Year IHY2007 to support developing countries participating in ‘Western Science’. Beginning February 2012, Malaysia has also participated in this project. The goals of this work is to highlight how does the signal processing of solar radio burst data transfer from a site of National Space Centre Banting Selangor directly to the Institute of Astrophysics Switzerland. Solar activities in the low region, focusing from 150 MHz to 400 MHz is observed daily beginning from 00.30UT 12.30 UT. Here, we highlighted how does the signal processing work in order to make sure that the operation is in the best condition. Although the solar activities have experienced rapid growth recently, high-level management of CALLISTO system has remained successfully manage the storage of data. It is also not easy to maintain the future data seems the number of sites are also growing from time to time. In this work, we highlighted the potential role of Malaysia as one of the candidate site that possible gives a good data and focusing on a few aspects such as optimization, and performance evaluation data and visualization.
Źródło:
International Letters of Chemistry, Physics and Astronomy; 2014, 15; 30-38
2299-3843
Pojawia się w:
International Letters of Chemistry, Physics and Astronomy
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Large Data Stream Processing : Embedded Systems Design Challenges
Autorzy:
Handzlik, A.
Jabłonski, A.
Powiązania:
https://bibliotekanauki.pl/articles/226898.pdf
Data publikacji:
2010
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
reconfigurable hardware
system on chip
digital signal processing
embedded systems
Opis:
The following paper describes an application of reconfigurable hardware architectures for processing of huge data streams. Radar, sonar and high speed internet networks are typical sources of data that require extreme computing power and resources to enable real time acquisition, processing and management. An approach to monitoring of real time multi-gigabit internet network has been described as a practical application of FPGA based board, designed for fast data processing.
Źródło:
International Journal of Electronics and Telecommunications; 2010, 56, 2; 107-110
2300-1933
Pojawia się w:
International Journal of Electronics and Telecommunications
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Selekcja cech osobniczych sygnału mowy z wykorzystaniem algorytmów genetycznych
Autorzy:
Kamiński, Kamil
Dobrowolski, Andrzej P.
Majda, Ewelina
Powiązania:
https://bibliotekanauki.pl/articles/111176.pdf
Data publikacji:
2019
Wydawca:
Centrum Rzeczoznawstwa Budowlanego Sp. z o.o.
Tematy:
mowa
głos
system automatycznego rozpoznawania mowy
przetwarzanie sygnałów
speech
voice
speech recognition system
signal processing
Opis:
W referacie przedstawiono system automatycznego rozpoznawania mówcy zaimplementowany w środowisku Matlab oraz pokazano sposoby realizacji i optymalizacji poszczególnych elementów tego systemu. Główny nacisk położono na wyselekcjonowanie cech dystynktywnych głosu mówcy z wykorzystaniem algorytmu genetycznego, który pozwala na uwzględnienie synergii cech podczas selekcji. Pokazano również wyniki optymalizacji wybranych elementów klasyfikatora, m.in. liczby rozkładów Gaussa użytych do zamodelowania każdego z głosów. Ponadto, podczas tworzenia modeli głosów zastosowano model głosu uniwersalnego.
The paper presents automatic speaker recognition system, implemented in the Matlab environment, and demonstrates how to achieve and optimize various elements of the system. The main emphasis was put on features selection of speech signal using a genetic algorithm, which takes into account synergy of features. The results of the selected elements of optimizing classifier have been also shown, including the number of Gaussian distributions used to model each of the voices. In addition during creating voice models, the universal voice model have been used.
Źródło:
Inżynieria Bezpieczeństwa Obiektów Antropogenicznych; 2019, 1-2; 8-16
2450-1859
2450-8721
Pojawia się w:
Inżynieria Bezpieczeństwa Obiektów Antropogenicznych
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
MULTI-EDIP - an intelligent software package for computer-aided multivariate signal and system identification
Autorzy:
Kasprzyk, J.
Figwer, J.
Powiązania:
https://bibliotekanauki.pl/articles/229907.pdf
Data publikacji:
2013
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
computer-aided system identification
parametric model identification
nonparametric model identification
digital signal processing
Opis:
In the paper an intelligent software package MULTI-EDIP for computer-aided identification of multivariate signals and systems is presented. Purposes and main requirements for computer-aided identification are discussed. A summary of the most important MULTI-EDIP services with a focus on expert advice is described. An example of using the package in electroacoustic plant identification for active noise control system development is presented.
Źródło:
Archives of Control Sciences; 2013, 23, 4; 427-446
1230-2384
Pojawia się w:
Archives of Control Sciences
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Variability of the Acoustic Emission Signals Generated by Partial Discharges in Mineral Oil
Autorzy:
Kunicki, Michał
Powiązania:
https://bibliotekanauki.pl/articles/177772.pdf
Data publikacji:
2019
Wydawca:
Polska Akademia Nauk. Czasopisma i Monografie PAN
Tematy:
acoustic emission
partial discharge
insulation system
measurements
signal processing
Opis:
The main purpose of the presented research is to investigate the partial discharge (PD) phenomenon variability under long-term AC voltage with particular consideration of the selected physical quantities changes while measured and registered by the acoustic emission method (AE). During the research a PD model source generating surface discharges is immersed in the brand new insulation mineral oil. Acoustic signals generated by the continuously occurred PDs within 168 hours are registered. Several qualitative and quantitative indicators are assigned to describe the PD variability in time. Furthermore, some longterm characteristics of the applied PD model source in mineral oil, are also presented according to acoustic signals emitted by the PD. Finally, various statistical tools are applied for the results analysis and presentation. Despite there are numerous contemporary research papers dealing with long-term PD analysis, such complementary and multiparametric approach has not been presented so far, regarding the presented research. According to the presented research from among all assigned indicators there are discriminated descriptors that could depend on PD long-term duration. On the grounds of the regression models analysis there are discovered trends that potentially allow to apply the results for modeling of the PD variability in time using the acoustic emission method. Subsequently such an approach may potentially support the development and extend the abilities of the diagnostic tools and maintenance policy in electrical power industry.
Źródło:
Archives of Acoustics; 2019, 44, 2; 339-348
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Research and Medical Transcranial Doppler System
Autorzy:
Lewandowski, M.
Walczak, M.
Karwat, P.
Witek, B.
Karłowicz, P.
Powiązania:
https://bibliotekanauki.pl/articles/177389.pdf
Data publikacji:
2016
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
Doppler system
digital signal processing
hardware-software partitioning
field programmable gate array (FPGA)
Opis:
A new ultrasound digital transcranial Doppler system (digiTDS) is introduced. The digiTDS enables diagnosis of intracranial vessels which are rather difficult to penetrate for standard systems. The device can display a color map of flow velocities (in time-depth domain) and a spectrogram of a Doppler signal obtained at particular depth. The system offers a multigate processing which allows to display a numer of spectrograms simultaneously and to reconstruct a flow velocity profile. The digital signal processing in digiTDS is partitioned between hardware and software parts. The hardware part (based on FPGA) executes a signal demodulation and reduces data stream. The software part (PC) performs the Doppler processing and display tasks. The hardware-software partitioning allowed to build a flexible Doppler platform at a relatively low cost. The digiTDS design fulfills all necessary medical standards being a new useful tool in the transcranial field as well as in heart velocimetry research.
Źródło:
Archives of Acoustics; 2016, 41, 4; 773-781
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Numerical method of vibroacoustic estimators analysis in a frequency domain for IC engine
Metoda numeryczna analizy estymatorów wibroakustycznych w dziedzinie częstotliwości dla silnika spalinowego
Autorzy:
Merkisz, J.
Waligórski, M.
Powiązania:
https://bibliotekanauki.pl/articles/134134.pdf
Data publikacji:
2013
Wydawca:
Polskie Towarzystwo Naukowe Silników Spalinowych
Tematy:
common rail
diesel engine
vibroacoustics
OBD system
On-Board Diagnostics
environment protection
digital signal processing
combustion
diagnostic algorithm
silnik spalinowy ZS
system zasilania typu common rail
wibroakustyka
system OBD
diagnostyka pokładowa pojazdu
ochrona środowiska naturalnego
cyfrowa obróbka sygnałów
spalanie
algorytm diagnostyczny
Opis:
The paper describes the assessment of the main processes taking place in a IC engine. The article concerns vibroacoustic processes. Authors chosen vibration ones to the research. In view of the characteristics that the above processes have for the diagnosis of the slow and fast processes taking place during combustion, it was necessary to take into account them for periodic and on-line analyses of technical state and correctness of the engine dynamic processes run. Evaluations of the possibility of the method application were performed in the point of view of the diagnostic analysis and its use in the diagnostic system for combustion process and in the aspect of the limitation of excessive emission sources (occurred by incorrect processes runs or by functional characteristics decrease of the object or by potential failures of the elements and subassemblies during exploitation). Method analysis of vibration acceleration generated in an engine, basing on diagnostics theory use, with the help of which quantitive components obtained from the frequency-domain processes runs were searched. Diagnostic estimators were the measures of the quantity assessment, changes of which were the subject of presented analyses. Limits and qualification guidelines of an incorrect process are also in a paper. Diagnostic algorithms of misfire detection for the present and future vehicles combustion engines (also for hybrid vehicles) and in the aspect of OBD III or OBM systems application are taken into account.
W artykule przedstawiono ocenę przebiegu procesów roboczych zachodzących w silniku spalinowym. Praca dotyczy procesów wibroakustycznych, z których do badań wybrano procesy drganiowe. Analizując właściwości powyższych procesów z punktu widzenia diagnostyki procesów wolno- i szybkozmiennych zachodzących podczas spalania paliwa, konieczne stało się uwzględnienie ich w ocenie okresowej i ciągłej stanu technicznego obiektu i poprawności procesów zachodzących w tymże silniku. Ocenę możliwości zastosowania metody przeprowadzono pod kątem analizy diagnostycznej i jej aplikacji w systemie diagnostycznym procesu spalania oraz w aspekcie ograniczenia nadmiernej emisji przez źródła napędu pojazdu (wynikające z nieprawidłowości przebiegu procesów lub zmniejszenia charakterystyk funkcjonalnych obiektu, albo potencjalnych niesprawności elementów i podzespołów w procesie eksploatacji). Dokonano analizy metody bazującej na zastosowaniu przyspieszeń drgań generowanych w silniku, z zastosowaniem teorii diagnostycznej, oraz ilościowych składowych uzyskanych z przebiegów procesów przedstawionych w dziedzinie częstotliwości. Estymatory diagnostyczne stanowiły ilościowe elementy procesu oceny, których przedmiotem były ich ilościowe zmiany. Przedstawiono wartości graniczne i wytyczne kwalifikacji nieprawidłowości zachodzących w procesie. Uwzględniono ponadto algorytmy diagnostyczne wykrycia wypadania zapłonów dla obecnych i przyszłych konstrukcji silników stosowanych w pojazdach (również dla silników o napędzie hybrydowym) i w aspekcie zastosowania systemów OBDIII i OBM.
Źródło:
Combustion Engines; 2013, 52, 3; 25-33
2300-9896
2658-1442
Pojawia się w:
Combustion Engines
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
A mixed signal ASIC for detection of acoustic emergency signals in road traffic
Autorzy:
Mielke, M.
Schäfer, A.
Brück, R.
Powiązania:
https://bibliotekanauki.pl/articles/398059.pdf
Data publikacji:
2010
Wydawca:
Politechnika Łódzka. Wydział Mikroelektroniki i Informatyki
Tematy:
automatyczne wykrywanie syren
cyfrowe przetwarzanie sygnałów
system wspomagania kierownicy
zmiksowany sygnał układu scalonego
automatic siren detection
digital signal processing
driver assistance system
mixed signal integrated circuit
Opis:
In larger cities, emergency vehicles of fire services, emergency services, and police are often impeded by other road users. Although the emergency vehicles use visual and acoustic warning signals to become noticeable, they are not always perceived soon by other road users. This can lead to dangerous traffic situations, unacceptable delay for the emergency vehicle, and even accidents with other road users. To address this issue, and raise the awareness, and lower the reaction time of the driver, a driver assistance system was developed which monitors the ambient noise behind the car and informs the driver when an acoustic emergency signal is detected. Special attention was paid to simplicity of the algorithm for easy implementation in an integrated circuit. The circuit is not only applicable in road traffic. It can also form a basis for environmental sound interpretation for the use in assistive listening devices.
Źródło:
International Journal of Microelectronics and Computer Science; 2010, 1, 2; 105-111
2080-8755
2353-9607
Pojawia się w:
International Journal of Microelectronics and Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Obrabotka parametrov chastic vodnykh rastvorov pri intensifikacii raboty oborotnykh sistem vodosnabzhenija
Autorzy:
Movchan, S.
Powiązania:
https://bibliotekanauki.pl/articles/77013.pdf
Data publikacji:
2014
Wydawca:
Komisja Motoryzacji i Energetyki Rolnictwa
Tematy:
processing
aqueous solution
water supply system
mechanical parameter
hydraulic parameter
optical method
Doppler signal amplitude
Źródło:
Motrol. Motoryzacja i Energetyka Rolnictwa; 2014, 16, 6
1730-8658
Pojawia się w:
Motrol. Motoryzacja i Energetyka Rolnictwa
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Diagnostics of the drive shaft bearing based on vibrations in the high-frequency range as a part of the vehicles self-diagnostic system
Autorzy:
Nowakowski, Tomasz
Komorski, Pawel
Powiązania:
https://bibliotekanauki.pl/articles/2057986.pdf
Data publikacji:
2022
Wydawca:
Polska Akademia Nauk. Polskie Naukowo-Techniczne Towarzystwo Eksploatacyjne PAN
Tematy:
self-diagnostic system
vibration
vehicles
signal processing methods
decision trees
Opis:
Currently, one of the trends in the automotive industry is to make vehicles as autonomous as possible. In particular, this concerns the implementation of complex and innovative selfdiagnostic systems for cars. This paper proposes a new diagnostic algorithm that evaluates the performance of the drive shaft bearings of a road vehicle during use. The diagnostic parameter was selected based on vibration measurements and machine learning analysis results. The analyses included the use of more than a dozen time domain features of vibration signal in different frequency ranges. Upper limit values and down limit values of the diagnostic parameter were determined, based on which the vehicle user will receive information about impending wear and total bearing damage. Additionally, statistical verification of the developed model and validation of the results were performed.
Źródło:
Eksploatacja i Niezawodność; 2022, 24, 1; 70--79
1507-2711
Pojawia się w:
Eksploatacja i Niezawodność
Dostawca treści:
Biblioteka Nauki
Artykuł
Wyświetlanie 1-15 z 30

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