An In-Depth Study of Vibration Sensors for Condition Monitoring

IU Hassan, K Panduru, J Walsh - Sensors, 2024 - mdpi.com
Heavy machinery allows for the efficient, precise, and safe management of large-scale
operations that are beyond the abilities of humans. Heavy machinery breakdowns or failures …

[HTML][HTML] Review of Data Processing Methods Used in Predictive Maintenance for Next Generation Heavy Machinery

IU Hassan, K Panduru, J Walsh - Data, 2024 - mdpi.com
Vibration-based condition monitoring plays an important role in maintaining reliable and
effective heavy machinery in various sectors. Heavy machinery involves major investments …

[HTML][HTML] Vibration-based monitoring of agro-industrial machinery using a k-Nearest Neighbors (kNN) classifier with a Harmony Search (HS) frequency selector …

FJ Gomez-Gil, V Martínez-Martínez… - … and Electronics in …, 2024 - Elsevier
Monitoring the status of rotating components is important in modern machinery. The goal of
this study is to evaluate the feasibility of using a k-Nearest Neighbors (kNN) classifier …

Measurement and diagnostic system for detecting and classifying faults in the rotary hay tedder using multilayer perceptron neural networks

A Mystkowski, A Wolniakowski, A Idzkowski… - … Applications of Artificial …, 2024 - Elsevier
The implementation of preventive maintenance measures, which aim to assure the optimal
performance of rotary machines and minimize the occurrence of substantial damage, has …

[HTML][HTML] Workability Assessment of Different Stony Soils by Soil–Planter Interface Noise and Acceleration Measurement

P Toscano, M Cutini, A Filisetti, E Premoli, M Porcu… - AgriEngineering, 2022 - mdpi.com
Sowing is critical for successful crop establishment and productivity, particularly in precision
agriculture management strategies. However, topsoil characteristics directly affect …

Optimization Design of Straw-Crushing Residual Film Recycling Machine Frame Based on Sensitivity and Grey Correlation Degree

P Zhao, H Lyu, L Wang, H Zhang, Z Li, K Li, C Xing… - Agriculture, 2024 - mdpi.com
This paper takes the frame as the research object and explores the vibration characteristics
of the frame to address the vibration problem of a 1-MSD straw-crushing and residual film …

Estimation of the Cycling Cadence Using Low-Cost Inertial Sensors Mounted on a Bicycle

H Mihaldinec, L Klaić, H Džapo - 2023 6th Conference on …, 2023 - ieeexplore.ieee.org
With a rising interest in micro-mobility in the context of green technologies and increased
awareness of the importance of regular physical activity, bicycles and e-bikes have gained …

Challenges in Design and Validation of MEMS Based Smart Sensor Systems

D Mayer, M Lehmann, V Beyer… - 2024 Symposium on …, 2024 - ieeexplore.ieee.org
The emergence of MEMS and decreasing costs for microelectronics and wireless
communication enable new fields of use for sensors. For instance, instead of temporal …

Condition Monitoring of Spur Gears in Bottling Machines: A Review

OO Awoyemi, J Azeta, PO Babalola… - … and Business for …, 2024 - ieeexplore.ieee.org
The use of condition monitoring techniques in industrial machinery has gotten a lot of
attention because it has the potential to improve equipment reliability, lower maintenance …

[引用][C] A Comprehensive Review on Low-Cost MEMS Accelerometers for Vibration Measurement: Types, Novel Designs, Performance Evaluation, and Applications

R Binali, H Demirpolat, M Kuntoğlu… - Journal of Molecular …, 2024 - World Scientific
Maintenance of mechanical elements is considered to be the most crucial task in industry
and affects the economics, predominantly. There are many techniques available for fault …