Search
2023-07-19
Real-time vibration monitoring and analysis of agricultural tractor drivers using an IoT-based system

MAY 25, 2023 | JOURNAL OF FIELD ROBOTICS

 

A recent study conducted by the University of Waterloo, Canada, along with institutes from the UAE, USA, and India, focused on the vibration exposure experienced by agricultural tractor drivers, particularly during soil tillage operations. While previous research mainly examined vertical vibration (z-axis), this study investigated the effects of rotary soil tillage on vibration acceleration, frequency, and power spectral densities (PSDs) along the three translational axes: x, y, and z. To ensure safety during the COVID-19 pandemic, the study utilized an Internet of Things (IoT) module for online data transmission, integrating with existing data loggers. Results revealed that vibration energy was more dominant along the z-axis, exceeding the exposure action value defined by Directive 2002/44/EU. PSDs indicated low-frequency vibrations induced by rotary soil tillage, while the seat-to-head transmissibility (STHT) response demonstrated higher transmissibility along the y and z axes compared to the x-axis. The frequency range of 4-7 Hz was associated with potential cognitive impairment in tractor drivers during rotary soil tillage. This study sheds light on the significant vibration exposure in agricultural settings, emphasizing the need for interventions to ensure the well-being and safety of tractor drivers.

Representation of rotavator (a) and dimensions of the C‐shaped blade (in mm) (b).

Viewed Articles
Real-time vibration monitoring and analysis of agricultural tractor drivers using an IoT-based system
MAY 25, 2023 | JOURNAL OF FIELD ROBOTICS A recent study conducted by the University of Waterloo, Canada, along with institutes from the UAE, USA, and India, focused on the vibration exposure experienc
Jul 19, 2023
Read More
Fully bio-based polyurethane coating for environmentally friendly controlled release fertilizer: Construction, degradation mechanism and effect on plant growth
Introduction: Controlled-release fertilizers (CRFs) can improve nutrient-use efficiency by gradually releasing nutrients according to crop demand. However, conventional CRFs commonly use petroleum-bas
Integrative approaches in modern agriculture: IoT, ML and AI for disease forecasting amidst climate change
June 28, 2024 | Precision Agriculture | Introduction: Climate change is compounding the challenge of plant disease management by shifting the conditions under which pathogens survive, spread, and caus
Potential of  enhanced-efficiency nitrogen fertilizers in reducing  nitrogen and carbon losses in a sandy soil integrated crop-livestock  system
Introduction: Conventional urea is widely used because of its high nitrogen content and low cost, but substantial nitrogen can be lost through ammonia (NH₃-N) volatilization, reducing fertilizer effi
Intelligent survey method of rice diseases and pests using AR glasses and image-text multimodal fusion model
May 24, 2025 | Computers and Electronics in Agriculture |  Introduction: Timely and accurate monitoring of rice pests and diseases is essential for limiting production losses estimated at 10–30% of an
Optimizing fertilization strategies for low-carbon agriculture: Balancing  greenhouse gas mitigation, soil health, and productivity
Introduction: Agricultural fertilizer use is essential for maintaining crop productivity but is also an important source of greenhouse gas (GHG) emissions, particularly nitrous oxide (N₂O) associated
TOP