|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 1 | Deep Learning Based Intelligent Industrial Fault Diagnosis Model显示文摘In the present industrial revolution era,the industrial mechanical system becomes incessantly highly intelligent and composite.So,it is necessary to develop data-driven and monitoring approaches for achieving quick,trustable,and high-quality analysis in an automated way.Fault diagnosis is an essential process to verify the safety and reliability operations of rotating machinery.The advent of deep learning(DL)methods employed to diagnose faults in rotating machinery by extracting a set of feature vectors from the vibration signals.This paper presents an Intelligent Industrial Fault Diagnosis using Sailfish Optimized Inception with Residual Network(IIFD-SOIR)Model.The proposed model operates on three major processes namely signal representation,feature extraction,and classification.The proposed model uses a Continuous Wavelet Transform(CWT)is for preprocessed representation of the original vibration signal.In addition,Inception with ResNet v2 based feature extraction model is applied to generate high-level features.Besides,the parameter tuning of Inception with the ResNet v2 model is carried out using a sailfish optimizer.Finally,a multilayer perceptron(MLP)is applied as a classification technique to diagnose the faults proficiently.Extensive experimentation takes place to ensure the outcome of the presented model on the gearbox dataset and a motor bearing dataset.The experimental outcome indicated that the IIFD-SOIR model has reached a higher average accuracy of 99.6%and 99.64%on the applied gearbox dataset and bearing dataset.The simulation outcome ensured that the proposed model has attained maximum performance over the compared methods. | R.Surendran Osamah Ibrahim Khalaf Carlos Andres Tavera Romero | 2022 | Computers, Materials & Continua2022，，3： | 5 |
| 2 | The effects of dexamethasone administration on rat intestinal permeability:the role of bacterial adherence显示文摘 | HECHT G TAVERAS M | 1994 | Scan J Gastroenterology1994，106，： | 1 |
| 3 | Short sleep du- ration in infancy and risk of childhood overweight显示文摘 | Taveras EM Rifas-Shiman SL Oken E | 2008 | Arch Pediatr Adolesc Med2008，162，： | 1 |
| 4 | Television, walking, and diet: associations with postpartum weight retention显示文摘 | OKEN E TAVERAS E M POPOOLA F A | 2007 | Am J Prey Med2007，32，： | 1 |
| 5 | Exposure to polycyclic aromatic hydrocarbons in urban environments: Health risk assessment by age groups显示文摘 | Amarillo AC Tavera BI Carreras H | 2014 | Enviro pollut2014，，195： | 1 |
| 6 | Protecting progress against childhood obesity-the National School Lunch Program显示文摘 | Woo Baidal JA Taveras EM | 2014 | N Engl J Med2014，371，20： | 1 |
| 7 | Gas holdup in flotation columns: laboratory measurements显示文摘 | Tavera F J Escudero R Finch J A | 2001 | International Journal of Mineral Processing2001，61，1： | 1 |
| 8 | Cystatin C levels in sera of patein with human immunodeficiency virus infection显示文摘 | Colle A Tavera C Prevot D Leung-Tack J Thomas Y Manuel Y | 1992 | J immunoassay1992，13，： | 1 |
| 9 | Clay poultices in salt extraction from ornamental stones: a statistical approach 显示文摘 | Vicente M A Vicente -Tavera S | 2001 | Clays Clay Min2001，49，3： | 1 |
| 10 | Prospective,open-label assessment of albuterol sulfate hydrofluoroalkanemetered-dose inhaler with new integrated dose counter显示文摘 | GIVEN J TAVERAS H IVERSON H | 2013 | Allergy Asthma Proc2013，34，1： | 1 |
| 11 | Television, walking, and diet: associations with postpartum weight retention 显示文摘 | Oken E Taveras EM Popoola FA | 2007 | Am J Prev Med2007，32，4： | 1 |
| 12 | Timing of solid food introduction and risk of obesity in preschool-aged children显示文摘 | Huh S Y Rifas-Shiman S L Taveras E M | 2011 | Pediatrics2011，127，3： | 1 |
| 13 | Thalamic tumors显示文摘 | Cheek WR Taveras JM | 1966 | Neurosurg1966，24，： | 1 |
| 14 | Association of breastfeeding with maternal control of infant feeding at age 1 year显示文摘 | Taveras E M Scanlon K S Birch L | 2004 | Pediatrics2004，114，5： | 1 |
| 15 | Chromium toxicity in plantsr 显示文摘 | Arun K Shanker Carlos Cervantes Herminia Loza Tavera | 2005 | Environment International2005，31，： | 1 |
| 16 | Television,walking,and diet:associations with postpartum weight retention显示文摘 | OKEN E TAVERAS E M POPOOLA F A | 2007 | Am J Prev Med2007，32，： | 1 |
| 17 | A hydrobiological study to interpret the presence of desmids in lake zirahu6n, m6xico显示文摘 | Martinez - Almeida V Tavera R 2005 | 2005 | Limnologica-Ecology and Management of In- land Waters2005，35，： | 1 |
| 18 | Gestational weight gain and child adiposity at age 3 years显示文摘 | Oken E Taveras EM Kleinman KP | 2007 | Am J Obstet Gynecol2007，196，4： | 1 |
| 19 | Exaggerated glucagon-like peptide-1 and blunted glucose-dependent insulinotropic peptide secretion are associated with Roux-en- Y gastric bypass but not adjustable gastric banding显示文摘 | Judith Korner Marc Bessler William Inabnet Carmen Taveras Jens Juul Holst | 2007 | Surgery for Obesity and Related Diseases2007，，6： | 1 |
| 20 | Reactive haemophagocytie syn drome associated with parvovirus B19 in a kidney-pancreas transplant patient显示文摘 | Tavera M Petroni J Leen L | 2012 | Nefrologia2012，32，1： | 1 |
您所在的机构暂未开通此部分的功能，请联系管理员