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Wyświetlanie 1-15 z 1432
Tytuł:
Assessment of Role of Job Components and Individual Parameters on the Raised Blood Pressure in a Noisy Industry
Autorzy:
Abbasi, Milad
Farhang-Dehghan, Somayeh
Yazdanirad, Saeid
Mehri, Ahmad
Kolahdouzi, Malihe
Fallah Madvari, Rohollah
Akbarzadeh, Arash
Ghaljahi, Maryam
Powiązania:
https://bibliotekanauki.pl/articles/177433.pdf
Data publikacji:
2019
Wydawca:
Polska Akademia Nauk. Czasopisma i Monografie PAN
Tematy:
noise exposure
noise annoyance
noise sensitivity
triglyceride
cholesterol
raised blond pressure
Opis:
The present study aimed to determine the role of job components and individual parameters on the raised blood pressure among male workers of textile industry who were exposed to continuous high noise level. Information of all eligible subjects including demographic and individual characteristics, medical history and job characteristics were obtained by direct interview and referring to the medical records. All blood pressure measurements were done using mercury sphygmomanometer in the morning before work. The 8-hours equivalent A-weighted sound pressure level, the level of blood cholesterol and triglyceride, and noise annoyance was determined for each worker. As the result of weighted regression in path analysis (direct effect), only the work shift did not have a significant effect on blood pressure among the studiem variables. It can be seen that variables including the level of triglyceride, cholesterol, and noise exposure have the most direct effects on blood pressure. The results of total effects showed that variables, including using the hearing protection device, age, work experience and visibility of sound source, did not have a significant effect on blood pressure. The results of this study indicate that occupational noise exposure alone and combined with other job components and individual parameters is associated with raised blond pressure. However, noise exposure was probably a stronger stressor for increased blood pressure.
Źródło:
Archives of Acoustics; 2019, 44, 3; 575-584
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Noise Exposure and Job Stress – a Structural Equation Model in Textile Industries
Autorzy:
Abbasi, Milad
Yazdanirad, Saeid
Mehri, Ahmad
Fallah Madvari, Rohollah
Alizadeh, Ahad
Ghaljahi, Maryam
Falahati, Mohsen
Powiązania:
https://bibliotekanauki.pl/articles/1953546.pdf
Data publikacji:
2020
Wydawca:
Polska Akademia Nauk. Czasopisma i Monografie PAN
Tematy:
noise exposure
noise annoyance
noise sensitivity
job stress
job satisfaction
hearing protective devices
Opis:
Noise exposure is one of the most important physical agents in the workplace which can induce job stress in several ways. The aim of this study was to model the interactions between independent and mediating variables and job stress using structural equation modeling. In this study, Weinstein’s noise sensitivity scale, noise annoyance questionnaire, Health and Safety Executive (HSE) job stress questionnaire and job satisfaction scale were used. To assess worker’s noise exposure, the 8-hours equivalent continuous A-weighted sound pressure level (LAeq;8 h), was measured based on ISO 9612 (2009). To achieve the aims of study, the structural equation model was run using R software 3.4.1 and Cytoscape software 3.6.0. Based on the results, while there was a direct positive correlation of noise exposure on total job stress, there were also indirect positive effects through job satisfaction and noise sensitivity as mediator variables. Using hearing protective devices negatively affected total job stress through a direct pathway and an indirect pathway when job satisfaction was a mediator variable. Regarding the total effect of noise exposure and using hearing protection devices on job stress subscales, it can be concluded that noise exposure and using hearing protection devices had greatest effect on colleagues support and demand, respectively. It can be concluded that noise exposure and lack of hearing protective devices have a significant positive effect on job stress among workers of a textile industry. In addition to the direct effect, this factor can induce job stress through noise sensitivity, job satisfaction and noise annoyance. Therefore, measures which can decrease any of the mentioned factors, also can alleviate job stress.
Źródło:
Archives of Acoustics; 2020, 45, 4; 601-611
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Surface Hardness Prediction Model of Turning Duplex Stainless Steel under Different Cutting Variables
Autorzy:
Abdulateef, Osamah Fadhil
Ali, Abduljabar H.
Al Kareem, Salah Sabeeh Abed
Powiązania:
https://bibliotekanauki.pl/articles/2201899.pdf
Data publikacji:
2023
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
CNC turning
orthogonal array
ANN
signal-to-noise ratio
Opis:
The quality of machine components surfaces plays an important impact on their functional performance. Product performance may be restricted by changes to surface integrity, which includes changes to roughness, hardness, and microstructure. In this research, the impact of cutting variables in CNC turning under the conventional cooling condition on surface hardness of Duplex Stainless Steel. Cutting variables under conventional cooling, including cutting speed, feed, and depth of cut, have been optimized utilizing Taguchi’s L9 orthogonal array designed with three stages of turning variables. The optimal variable stages and the degree of significance of the cutting variables, respectively, were determined utilizing the analysis of means (ANOM) and analysis of variance (ANOVA). Effectiveness tests with optimum stages of variables were done to prove the viability of optimization by utilizing Taguchi. It has been found that the maximum surface hardness is most strongly affected by the feed 71.29%, followed by the depth of cut 12.1%, and finally the cutting speed 11.61%.
Źródło:
Advances in Science and Technology. Research Journal; 2023, 17, 1; 1--7
2299-8624
Pojawia się w:
Advances in Science and Technology. Research Journal
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Cross Layer Enhanced Adaptive Handoff Initiation Technique
Autorzy:
Abolade, Jeremiah O.
Ibhaze, Augustus E.
Imoize, Agbotiname L.
Atayero, Aderemi A.
Powiązania:
https://bibliotekanauki.pl/articles/1065119.pdf
Data publikacji:
2019
Wydawca:
Przedsiębiorstwo Wydawnictw Naukowych Darwin / Scientific Publishing House DARWIN
Tematy:
Base station
Fuzzy Inference
Handoff
Mobile Transmitting Power
Throughput
Velocity
signal-to-noise ratio
Opis:
The population of mobile communication subscribers keeps increasing exponentially with a growing industrial interest in the provision of improved quality of service. To maintain quality of service in a heterogeneous network built for high capacity utilization, the communication network must be stable as mobile users interact within the implemented coverage distribution. One of the basic mechanisms behind this communication metric is its ability to communicate wirelessly with respect to changing locations. Mobility is one critical benefit of mobile communication, which is made possible through the process of Handoff. One of the key performances in mobile communication is Handoff failure (call termination) rate, which is dependent critically on the handoff initiation mechanism. In this paper, the effect of traditional single parameter of either signal-to-noise ratio (SNR) or throughput on handover threshold and hysteresis was investigated. Consequently, a cross layer enhanced adaptive handoff initiation algorithm using fuzzy logic was proposed. The proposed method exploits the capability of soft computing to handle the unpredictable nature of the radio propagation environment. Four critical handoff Network-link parameters were employed to vary the Handoff threshold and Hysteresis in test the adaptive functionality of the algorithm. The proposed algorithm was seen to be adaptive to throughput, SNR, mobile transmitting power (MTP) and mobile velocity, thereby resulting in improved quality of service, marked with a decrease in handoff failure probability rate.
Źródło:
World Scientific News; 2019, 120, 2; 154-167
2392-2192
Pojawia się w:
World Scientific News
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Tire and Engine Sources Contribution to Vehicle Interior Noise and Vibration Exposure Levels
Autorzy:
Abouel-Seoud, Shawki
Powiązania:
https://bibliotekanauki.pl/articles/178006.pdf
Data publikacji:
2019
Wydawca:
Polska Akademia Nauk. Czasopisma i Monografie PAN
Tematy:
vibro-acoustic
interior vibration
interior noise
tire-road interaction
vehicle engine
Opis:
The main objective of the research presented in this paper is to enhance driver-passengers Comfort of a vehicle that in turn leads to better vehicle safety and stability. The focus was put on studying the interior vibration and noise contributions originated from tire-road and engine-transmission subsystems, due to their significant impact on the dynamic performance of the vehicle. The noise and vibration measurements were recorded at the driver’s head position and on the driver legs room. Furthermore, the influence of different tire types and road surface textures on the vehicle interior noise and vibration were considered. The results indicate that the widely used conventional engine mounts and tires in commercial vehicles cannot fulfill the conflicting requirements for the best isolation concerning both road surface and engine-transmission induced excitations. The values of driver’s head position sound pressure level and floor vibration acceleration broadband averages originate for engine-transmission are lower than that for tire-road interaction. Furthermore, the values of RMS, crest factor, kurtosis and IRI for the vehicle waveform were estimated for vehicle speeds, tire types and road surface textures. Moreover, the percentage contribution for both interior noise and vibration originated from tire-road interaction is higher than the one from vehicle engine-transmission system in all the vehicle speed range, tire type and road surface texture considered.
Źródło:
Archives of Acoustics; 2019, 44, 2; 201-214
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Lowering the uncertainty in fast noise measurement procedures
Autorzy:
Acciari, G.
Giannini, F.
Limiti, E.
Saggio, G.
Powiązania:
https://bibliotekanauki.pl/articles/308146.pdf
Data publikacji:
2002
Wydawca:
Instytut Łączności - Państwowy Instytut Badawczy
Tematy:
noise
device characterisation
measurement errors
lowering uncertainty
Opis:
To completely characterise the noise behaviour of a two port device, four noise parameters F(min), R(n), G(opt) and B(opt) must be determined. This paper reports improvements in the uncertainty related to the above parameters, taking into account measurement errors due both to the limited instrument precision and connection repeatability. Results are reported for noise characterisation of 0.3 žm delta-doped HEMT devices by Alenia, demonstrating as the common hot-cold measurement procedure can result with an error confidence as low as 0.2% for all the noise parameters.
Źródło:
Journal of Telecommunications and Information Technology; 2002, 1; 29-33
1509-4553
1899-8852
Pojawia się w:
Journal of Telecommunications and Information Technology
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of cross-correlation-based transimpedance amplifier in InAs and InAsSb IR detectors noise measurements
Autorzy:
Achtenberg, Krzysztof
Mikołajczyk, Janusz
Bielecki, Zbigniew
Powiązania:
https://bibliotekanauki.pl/articles/2063907.pdf
Data publikacji:
2022
Wydawca:
Polska Akademia Nauk. Stowarzyszenie Elektryków Polskich
Tematy:
cross-correlation
IR detector
noise
transimpedance amplifier
InAs
InAsSb
Opis:
The paper presents noise measurements in low-resistance photodetectors using a crosscorrelation-based transimpedance amplifier. Such measurements usually apply a transimpedance amplifier design to provide a current fluctuation amplification. In the case of low-resistance sources, the measurement system causes additional relevant system noise which can be higher than noise generated in a tested detector. It mainly comes from the equivalent input voltage noise of the transimpedance amplifier. In this work, the unique circuit and a three-step procedure were used to reduce the floor noise, covering the measured infrared detector noise, mainly when operating with no-bias or low-bias voltage. The modified circuit and procedure to measure the noise of unbiased and biased detectors characterized by resistances much lower than 100 Ω were presented. Under low biases, the reference low-resistance resistors tested the measurement system operation and techniques. After the system verification, noise characteristics in low-resistance InAs and InAsSb infrared detectors were also measured.
Źródło:
Opto-Electronics Review; 2022, 30, 2; art. no. e141126
1230-3402
Pojawia się w:
Opto-Electronics Review
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
FET input voltage amplifier for low frequency noise measurements
Autorzy:
Achtenberg, Krzysztof
Mikołajczyk, Janusz
Bielecki, Zbigniew
Powiązania:
https://bibliotekanauki.pl/articles/221854.pdf
Data publikacji:
2020
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
low noise amplifier
low frequency noise measurements
field effect transistors
FET voltage noise
FET input amplifier
Opis:
The paper presents a low noise voltage FET amplifier for low frequency noise measurements. It was built using two stages of an op amp trans impedance amplifier. To reduce voltage noise, eight-paralleled low noise discrete JFETs were used in the first stage. The designed amplifier was then compared to commercial ones. Its measured value of voltage noise spectral density is around 24 nV/√Hz, 3 nV/√Hz, 0.95 nV/√Hz and 0.6 nV/√Hz at the frequency of 0.1, 1, 10 and 100 Hz, respectively. A -3dB frequency response is from ~20 mHz to ~600 kHz.
Źródło:
Metrology and Measurement Systems; 2020, 27, 3; 531-540
0860-8229
Pojawia się w:
Metrology and Measurement Systems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Korelacyjny pomiar gęstości widmowej mocy szumów detektorów fotonowych do spektroskopii absorpcyjnej
Cross-correlation method for noise measurements of photodetectors used for laser absorption spectroscopy
Autorzy:
Achtenberg, Krzysztof
Mikołajczyk, Janusz
Bielecki, Zbigniew
Wojtas, Jacek
Powiązania:
https://bibliotekanauki.pl/articles/1857073.pdf
Data publikacji:
2020
Wydawca:
Wojskowa Akademia Techniczna im. Jarosława Dąbrowskiego
Tematy:
szumy
detektory IR
spektroskopia absorpcyjna w podczerwieni
detektor supersieciowy
noise
infrared detectors
infrared absorption spectroscopy
superlattice detector
Opis:
W pracy przedstawiono wyniki pomiarów gęstości widmowej napięcia szumów detektorów fotonowych o małych rezystancjach przy użyciu specjalnie opracowanego stanowiska pomiarowego. Badania tych detektorów mają duże znaczenie dla wielu aplikacji. Są one szczególnie istotne dla układów laserowej spektroskopii absorpcyjnej do wykrywania śladowych ilości gazów. Uzyskiwana w nich granica wykrywalności jest bezpośrednio związana nie tylko z szumami źródeł promieniowania i szumem tła, lecz także z szumami detektora oraz kolejnych stopni fotoodbiornika. Zastosowanie w opracowanym systemie specjalnie zaprojektowanych ultramałoszumowych torów pomiarowych (wzmacniacze o napięciu szumów 3,6 × 10⁻¹⁹ V² /Hz dla f > 1 kHz) oraz operacji korelacji sygnałów w czasie 10 minut umożliwiło uzyskanie szumu tła poniżej 10⁻¹⁸ V² /Hz dla f > 10 Hz oraz poniżej 10⁻¹⁹ V² /Hz dla f > 1 kHz. Efektywność systemu zweryfikowano poprzez pomiary referencyjnych rezystorów, a następnie detektora z supersieci drugiego rodzaju (T2SL) wykonanego z InAs/InAsSb.
The paper presents noise measurements of low-resistance photon detectors with a specially developed system. These measurements are significant for many applications. This issue is particularly critical for laser absorption spectroscopy systems to detect trace amounts of gases. In these systems, the detection limit is determined by noise origins, e.g., light source, background, and detector noise and its readout electronics. The use of some specially designed components of the system (low-noise - 3.6 × 10⁻¹⁹ V² /Hz for f >1 kHz) cross-correlation signal processing provides to obtain a measuring floor noise below 10⁻¹⁸ V² /Hz for f > 10 Hz and below 10⁻¹⁹ V² /Hz for f > 1 kHz after ten minutes’ analysis. Measurements of some reference resistors have verified the system’s performance. Finally, the system was also applied to determine the spectral noise density of the II-Type SuperLattice photodetector made of InAs/InAsSb.
Źródło:
Biuletyn Wojskowej Akademii Technicznej; 2020, 69, 4; 73-83
1234-5865
Pojawia się w:
Biuletyn Wojskowej Akademii Technicznej
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Hałas ciągników w warunkach polowych
The noise of agricultural tractors in field conditions
Autorzy:
Adamczyk, F.
Powiązania:
https://bibliotekanauki.pl/articles/337077.pdf
Data publikacji:
2005
Wydawca:
Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Maszyn Rolniczych
Tematy:
ciągnik rolniczy
hałas
warunki polowe
silnik
agricultural machine
tractor
noise
field conditions
engine
Opis:
Głównym źródłem hałasu ciągnika rolniczego jest silnik, zatem poziom emitowanego hałasu przez ciągnik uzależniony jest od typu silnika. W pracy zwarto analizę porównawczą rozprzestrzeniania się hałasu emitowanego przez ciągniki: Ursus C 330 z silnikiem 2-cylindrowym, Massey Ferguson 235 wyposażony w silnik 3-cylindrowy i Ursus U 1002 wyposażony w silnik 4-cylindrowy. Pomiary wykonano podczas pracy ciągników na postoju. Podłożem podczas pomiarów była łąka.
The main source of agricultural tractor noise is engine. Therefore, the level of emitted by a tractor noise depends on the type of its engine. The paper presents the results of noise propagation comparative analysis of the following agricultural tractors: Ursus C 330 with a two-cylinder engine, Massey Ferguson 235 with a three-cylinder engine and Ursus U 1002 with a four-cylinder engine.
Źródło:
Journal of Research and Applications in Agricultural Engineering; 2005, 50, 1; 16-20
1642-686X
2719-423X
Pojawia się w:
Journal of Research and Applications in Agricultural Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Metody ograniczania rozprzestrzeniania się w środowisku rolniczym hałasu emitowanego przez agregaty polowe
Methods of reducing of the propagation in the agricultural environment of the noise emitted by field-aggregates
Autorzy:
Adamczyk, F.
Powiązania:
https://bibliotekanauki.pl/articles/337101.pdf
Data publikacji:
2005
Wydawca:
Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Maszyn Rolniczych
Tematy:
hałas
środowisko naturalne
agregat
maszyna rolnicza
ciągnik rolniczy
noise
environment
agricultural machine
aggregate
tractor
Opis:
Agregaty polowe zawsze były i są źródłem hałasu emitowanego do otoczenia. Głównym źródłem hałasu agregatów polowych są ich jednostki napędowe, np. ciągniki. Istnieje wiele sposobów ograniczania szkodliwego wpływu na otoczenie hałasu emitowanego przez agregaty polowe. W pracy przedstawiono zarówno metody czynnej jak i biernej redukcji emisji hałasu agregatów polowych.
Field- aggregates from always were and still are a source of the noise emitted to the environment. A main source of the noise of field-aggregates are driving units that is the tractors. There exists many methods of reducing of the adverse effect on the environment of the noise emitted by field-aggregates. Paper presents both the active methods and the passive methods of reduction of the emission of the noise of field-aggregates.
Źródło:
Journal of Research and Applications in Agricultural Engineering; 2005, 50, 3; 4-10
1642-686X
2719-423X
Pojawia się w:
Journal of Research and Applications in Agricultural Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
A 5.5 µW 42nV/√ Hz Chopper stabilized Amplifier for Biomedical Application with Input Impedance Enhancement
Autorzy:
Adesara, Ankit
Naik, Amisha
Powiązania:
https://bibliotekanauki.pl/articles/1844492.pdf
Data publikacji:
2021
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
biopotential amplifier
input impedance
noise
power
ECG
EEG
Opis:
The continuous real-time monitoring of diverse physical parameters using biosignals like ECG and EEG requires the biomedical sensors. Such sensor consists of analog front-end unit for which low noise and low power Operational transconductance amplifier (OTA) is essential. In this paper, the novel chopper-stabilized bio-potential amplifier is proposed. The chopper stabilization technique is used to reduce the offset and flicker noise. Further, the OTA is likewise comprised of a method to enhance the input impedance without consuming more power. Also, the ripple reduction technique is used at the output branch of the OTA. The designed amplifier consumes 5.5 µW power with the mid-band gain of 40dB. The pass-band for the designed amplifier is 0.1Hz to 1KHz. The input impedance is likewise boosted with the proposed method. The noise is 42 nV/√ Hz with CMRR of 82 dB. All simulations are carried out in 180nm parameters.
Źródło:
International Journal of Electronics and Telecommunications; 2021, 67, 3; 523-530
2300-1933
Pojawia się w:
International Journal of Electronics and Telecommunications
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
The Effect of Angle of Attack and Flow Conditions on Turbulent Boundary Layer Noise of Small Wind Turbines
Autorzy:
Afanasieva, N.
Powiązania:
https://bibliotekanauki.pl/articles/177922.pdf
Data publikacji:
2017
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
wind turbine
airfoil self-noise
turbulent boundary layer
flow conditions
angle of attack
Opis:
The article aims to solve the problem of noise optimization of small wind turbines. The detailed analysis concentrates on accurate specification and prediction of the turbulent boundary layer noise spectrum of the blade airfoil. The angles of attack prediction for a horizontal axis wind turbine (HAWT) and the estimation based on literature data for a vertical axis one (VAWT), were conducted, and the influence on the noise spectrum was considered. The 1/3-octave sound pressure levels are obtained by semi-empirical model BPM. Resulting contour plots show a fundamental difference in the spectrum of HAWT and VAWT reflecting the two aerodynamic modes of flow that predefine the airfoil self-noise. Comparing the blade elements with a local radius of 0.875 m in the HAWT and VAWT conditions the predicted sound pressure levels are the 78.5 dB and 89.8 dB respectively. In case of the HAWT with predicted local angle of attack ranging from 2.98º to 4.63º, the acoustic spectrum will vary primarily within broadband frequency band 1.74–20 kHz. For the VAWT with the local angle of attack ranging from 4º to 20º the acoustic spectrum varies within low and broadband frequency bands 2 Hz – 20 kHz.
Źródło:
Archives of Acoustics; 2017, 42, 1; 83-91
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
ARL-Wavelet-BPF optimization using PSO algorithm for bearing fault diagnosis
Autorzy:
Ahsan, Muhammad
Bismor, Dariusz
Manzoor, Muhammad Arslan
Powiązania:
https://bibliotekanauki.pl/articles/27322619.pdf
Data publikacji:
2023
Wydawca:
Polska Akademia Nauk. Czasopisma i Monografie PAN
Tematy:
signal-to-noise ratio
asymmetric real Laplace wavelet
bandpass filter
particle swarm optimization
spectral kurtosis
fault frequency
Opis:
Rotating element bearings are the backbone of every rotating machine. Vibration signals measured from these bearings are used to diagnose the health of the machine, but when the signal-to-noise ratio is low, it is challenging to diagnose the fault frequency. In this paper, a new method is proposed to enhance the signal-to-noise ratio by applying the Asymmetric Real Laplace wavelet Bandpass Filter (ARL-wavelet-BPF). The Gaussian function of the ARL-wavelet represents an excellent BPF with smooth edges which helps to minimize the ripple effects. The bandwidth and center frequency of the ARL-wavelet-BPF are optimized using the Particle Swarm Optimization (PSO) algorithm. Spectral kurtosis (SK) of the envelope spectrum is employed as a fitness function for the PSO algorithm which helps to track the periodic spikes generated by the fault frequency in the vibration signal. To validate the performance of the ARL-wavelet-BPF, different vibration signals with low signal-to-noise ratio are used and faults are diagnosed.
Źródło:
Archives of Control Sciences; 2023, 33, 3; 589--606
1230-2384
Pojawia się w:
Archives of Control Sciences
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of Artificial Neural Networks for Defect Detection in Ceramic Materials
Autorzy:
Akinci, T. C.
Nogay, H. S.
Yilmaz, O.
Powiązania:
https://bibliotekanauki.pl/articles/176701.pdf
Data publikacji:
2012
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
impulse noise
artificial neural network
ANN
defect detection
ceramic materials
Opis:
In this study, an artificial neural network application was performed to tell if 18 plates of the same material in different shapes and sizes were cracked or not. The cracks in the cracked plates were of different depth and sizes and were non-identical deformations. This ANN model was developed to detect whether the plates under test are cracked or not, when four plates have been selected randomly from among a total of 18 ones. The ANN model used in the study is a model uniquely tailored for this study, but it can be applied to all systems by changing the weight values and without changing the architecture of the model. The developed model was tested using experimental data conducted with 18 plates and the results obtained mainly correspond to this particular case. But the algorithm can be easily generalized for an arbitrary number of items.
Źródło:
Archives of Acoustics; 2012, 37, 3; 279-286
0137-5075
Pojawia się w:
Archives of Acoustics
Dostawca treści:
Biblioteka Nauki
Artykuł
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