The role of data science in mechanical engineering is rapidly increasing as the field becomes increasingly data-driven. Our mechanical engineers use data science techniques to design, develop, and test products, systems, and processes. The combination of these two fields has the potential to greatly improve the efficiency and effectiveness of mechanical engineering projects greatly.
Embedded Files
Personalised medicine, enabled by data science, involves tailoring medical treatments to individual characteristics. This includes analysing genetic and molecular data to understand a patient’s unique response to medications and therapies. Our data-driven insights guide healthcare professionals in prescribing treatments that are more likely to be effective and with minimal side effects. In the field of oncology, personalised medicine has seen remarkable advancements. Additionally, predictive analytics stands at the forefront of data science applications in healthcare. By harnessing historical patient data, clinical records, and environmental factors, our predictive models can anticipate disease outcomes.
Some of our recent research related to mechatronics
WhatsApp Video 2025-05-24 at 21.13.37_aab9b472.mp4Key Features:
1. A mechanical gear mate with a 2:1 gear ratio powers the gripper, ensuring smooth and precise operation.
2. The gripper’s two-finger design can be scaled up to a four-finger configuration, enabling firm and adaptable gripping for various objects.
3. The material used on the gripper's fingers can be customized to suit specific applications, making it versatile for pick-and-place operations across multiple industries.
Adding a Gripping Mechanism to a Robotic Arm
Building on my previous design of a 4 DOF robotic arm, I’m excited to share the latest extension—a Robotic Arm Gripper! This addition elevates the arm's functionality by introducing an extra degree of freedom, transforming it into a 5 DOF system capable of handling more complex tasks.
Current Limitations:
1. While the design is functional, it has yet to undergo Static Structural Analysis, which is crucial for:
2. Determining stress concentrations and load distribution across the joints.
Identifying the gripper’s weight capacity and optimizing its material selection.
3. Calculating the motor torque required to operate the fingers under varying loads.
This analysis will refine the design further, ensuring robustness and reliability in industrial applications.
I'm looking forward to feedback from the engineering community and any ideas for improving the design. 🚀
Let’s innovate together! 🌟
DC Motor
A DC motor model featuring an armature core, precise winding configurations, and magnetic components built using SolidWorks. The armature core was created with the extrude and linear pattern features, while the winding design uses extrude, loft, and circular patterns to ensure balanced rotation. Magnetic materials were assigned essential properties like magnetic permeability and conductivity to enhance electromagnetic field interactions, while thermal conductivity and expansion properties were applied to critical components to support heat dissipation.
WhatsApp Video 2025-05-24 at 21.13.50_eb33c1cf.mp4Simulation and Analysis Limitations
While the core structure and materials are set, certain limitations remain in the analysis stage. Eddy's current studies were not conducted, so potential losses in the rotor core have not been addressed. Additionally, no electromagnetic or thermal simulations were performed, which limits insights into induced magnetic flux or heat management under load. A dynamic motion study was completed to observe rotor interactions and brush friction, but operational vibrations and potential imbalances were not fully analyzed.
A pipeline junction cross for industrial, and municipal systems, designed to control multi-directional flow across four intersecting pipes. Essential in water distribution, firefighting, and gas networks, this junction cross is documented in a SLDDRW file.
2D drawings for a press bracket component. The press bracket is essential in securing and supporting various parts within an assembly, ensuring stability and alignment in high-stress applications, particularly in machinery and automated systems.
Page updated
Google Sites
Report abuse