Current status and applications for hydraulic pump fault diagnosis: A review

Y Yang, L Ding, J Xiao, G Fang, J Li - Sensors, 2022 - mdpi.com
To implement Prognostics Health Management (PHM) for hydraulic pumps, it is very
important to study the faults of hydraulic pumps to ensure the stability and reliability of the …

Prediction of construction accident outcomes based on an imbalanced dataset through integrated resampling techniques and machine learning methods

K Koc, Ö Ekmekcioğlu, AP Gurgun - Engineering, Construction and …, 2022 - emerald.com
Purpose Central to the entire discipline of construction safety management is the concept of
construction accidents. Although distinctive progress has been made in safety management …

Development of new computational machine learning models for longitudinal dispersion coefficient determination: case study of natural streams, United States

H Tao, S Salih, AY Oudah, SI Abba… - … Science and Pollution …, 2022 - Springer
Natural streams longitudinal dispersion coefficient (Kx) is an essential indicator for pollutants
transport and its determination is very important. Kx is influenced by several parameters …

Design and implementation of a remote monitoring human health system

W Yue, LI Voronova, VI Voronov - … Processing in the Field of on …, 2020 - ieeexplore.ieee.org
Information technology of the Internet of things is actively implemented in all spheres of
human life. One of the main directions, in addition to IIoT and Smart City, is Smart …

Neural network classification of cardiac activity based on cardiogram data for driver support system

VR Brus, LI Voronova… - … processing in the field of on …, 2020 - ieeexplore.ieee.org
The article describes the use of neural network technologies for predicting humans heart
activity within healthcare wireless systems. Developing algorithm could become a part of …

[HTML][HTML] Designing a neural network identification subsystem in the hardware-software complex of face recognition

VI Voronov, IA Zharov, AD Bykov… - T-Comm …, 2020 - cyberleninka.ru
With the development of information technologies the popularity of access control systems
and personal identification systems is growing. One of the most common methods of access …

Web Application Development for Biometric Identification System Based on Neural Network Face Recognition

AD Bykov, VI Voronov, LI Voronova… - 2020 Systems of …, 2020 - ieeexplore.ieee.org
The article describes the structural analysis of the developed biometric identification
complex with a description of the architecture of the complex and its hardware and software …

Information Theory Pattern Recognition

S Rozhkov, V Voronov - … and Processing in the Field of on …, 2023 - ieeexplore.ieee.org
the article discusses general approaches to the construction of pattern recognition
algorithms based on the analysis of the recognition system in the information space. Based …

[HTML][HTML] A Dataset and a Comparison of Classification Methods for Valve Plate Fault Prediction of Piston Pump

M Rojek, M Blachnik - Applied Sciences, 2024 - mdpi.com
The article introduces datasets representing piston pump failures along with the
experimental evaluation of various machine learning classification models. It starts with a …

Нейросетевое распознавание объектов жилого помещения

ВИ Воронов, ЕС Князев - ТЕХНОЛОГИИ ИНФОРМАЦИОННОГО …, 2022 - elibrary.ru
В статье представлена модель нейросетевого распознавания объектов интерьера.
Описывается процесс конструирования и обучения сверточной нейронной сети с …