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Cortical Bone Assessment Using Ultrasonic Guided Waves: A Reproducibility Study in a Healthy Population
Published on: January 31, 2025
Ultrasonic-assisted micro-milling of cortical bone: An experimental study
Vahid Tahmasbi1, Mohammad Baraheni1, Mehdi Ashjaei1
1Department of Manufacturing, Faculty of Mechanical Engineering, Arak University of Technology, Arak, Iran.
Ultrasonic-assisted micro-milling (UAM) optimizes bone machining by reducing cutting forces and heat. This study identified optimal parameters to minimize thermal damage, improving orthopedic surgical outcomes and bone integrity.
Area of Science:
- Biomaterials Engineering
- Orthopedic Surgery
- Manufacturing Processes
Background:
- Bone machining in orthopedic surgery generates heat, risking thermal necrosis and impacting patient recovery.
- Ultrasonic-assisted micro-milling (UAM) presents a solution by decreasing cutting forces and heat production during bone processing.
Purpose of the Study:
- To investigate the influence of feed rate, rotational speed, tool diameter, depth of cut, and vibration amplitude on cutting force and temperature during UAM of cortical bone.
- To develop predictive models for optimizing UAM parameters to minimize thermal damage and preserve bone integrity.
Main Methods:
- Conducted 64 experiments on fresh bovine cortical bone specimens using varying machining parameters.
- Employed precision instruments for accurate measurement of cutting forces and temperatures.
- Utilized regression modeling and statistical analysis, including NSGA-II for multi-objective optimization.
Main Results:
- Increased rotational speed and vibration amplitude generally reduced cutting force and temperature.
- Feed rate and tool diameter exhibited complex interactive effects on machining outcomes.
- Optimized parameters were identified for both X and Y axes, achieving low predictive model errors for temperature (1.6-7.6%) and force (12.9-14.5%).
Conclusions:
- The developed predictive models can assist surgeons in anticipating bone machining conditions preoperatively.
- Optimizing UAM parameters enhances surgical safety by reducing risks associated with thermal necrosis.
- Findings support the advancement of orthopedic machining processes for improved surgical results and bone preservation.
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