Project

# Title Team Members TA Documents Sponsor
20 Magnetic-Wheeled Pipe Climbing Robot for PowerTool Rust Removal
Huanyu Feng
Junxiang Qin
Xiaocheng Zhang
Xuhao Yang
proposal1.pdf
Jiahuan Cui
# Problem
Corrosion of steel infrastructure causes trillions of dollars in economic losses globally each year. For external steel pipework, rust removal is a necessary prerequisite for reliable coating adhesion. However, traditional manual grinding and wire brushing are labor-intensive and expose workers to hazards such as working at heights, confined spaces, dust, and vibration. Furthermore, manual cleaning often results in inconsistent surface quality, which negatively impacts long-term corrosion resistance.
# Solution Overview
The proposed solution is a magnetic-wheeled pipe-climbing robot capable of automated power-tool rust removal on external steel pipes. By automating the grinding and brushing process, the robot reduces human exposure to extreme and hazardous maintenance conditions. To ensure consistent surface quality, the robot features a flexible end effector with force-position adjustment to stabilize tool-to-surface contact over pipe curvatures and irregularities.
# Solution Components
## Mobility and Adhesion Subsystem
• Compact 4-wheel chassis compatible with the curvature of steel pipes.

• Drive motor assembly for locomotion.

• Magnetic adhesion wheels designed to provide passive, continuous attraction and sufficient traction margin to prevent slippage during grinding.

## Rust Removal End Effector Subsystem
• Modular, interchangeable abrasive tool head to mount attachments like wire brushes, fiber discs, or nonwoven conditioning discs.

• Tool head motor with controllable rotational speed.

• A flexible normal mechanism, such as springs or a leadscrew motor, to provide mechanical buffering and absorb vibration.

## Control and Sensing Subsystem
• Force sensor or load cell to measure normal contact force.

• Closed-loop control system that uses force sensor data and the leadscrew motor to implement a normal position compensation loop.

• Protection logic system to handle abnormal events like tool jamming, sudden loss of adhesion, or emergency stops.
# Criteria of Success
• The robot must maintain reliable magnetic adhesion and traction on curved steel surfaces without slipping while under tangential tool loads.

• The rust removal end effector must successfully maintain stable normal contact force when encountering surface irregularities like welds, pits, and thickness variations.

• The system must achieve specific target cleanliness grades (e.g., ISO 8501-1 St 2/St 3 or SSPC-SP 11) and surface roughness/profile metrics required for industrial coating preparation.

Robot for Gym Exercise Guidance

Zifei Han, Dalei Jiang, Kunle Li, Chang Liu

Featured Project

TEAM MEMBERS

Dalei Jiang (daleij2)

Zifei Han (zifeih2)

Chang Liu (changl12)

Kunle Li (kunleli2)

PROJECT TITLE

Robot for Gym Exercise Guidance

PROBLEM

In modern society, daily fitness is a necessary life choice for healthy people. When it comes to fitness, the standard of movement is very important. However, hiring a coach exclusively for instruction is sometimes not a convenient and economical option. We think robots are perfectly capable of determining whether a person's movements are in place. To this end, we need to propose a scheme to design a robot that can walk behind people and use certain technologies to identify human movements when people are moving, compare with the existing action models, and give an evaluation.

SOLUTION OVERVIEW

Our solution is to design a robot that included a chassis that drove the motion on the bottom and a computer operating system and camera on the top. With ultrasonic radar and cameras, the robot can follow the target. When the "motion assessment" module starts to operate, the camera will capture video information and begin motion analysis at the same time. The analysis of human motion will be completed as soon as possible and the standard evaluation of motion will be given. At the same time, we will design some multimedia files, such as sound and video, to interact with the user.

SOLUTION COMPONENTS

Based on the introduction above, several systems need to be implemented to realize the solution.

SUBSYSTEM 1: BOTTOM MOBILE PLATFORM PROGRAMMING

We plan to take use of the EAI SMART robot platform as the base movement platform of the robot. We will do the programming based on the ROS system to realize automatic navigation, path planning, and object tracking.

SUBSYSTEM 2: SKELETAL BINDING AND MOVEMENT ANALYSIS OF THE HUMAN BODY

The most important part of this program is that we will use the Mask R-CNN to do the skeletal binding to determine the human's movement. We will try to train an efficient model to help us realize fast analysis.

SUBSYSTEM 3: MAN-MACHINE INTERACTIVE SYSTEM

As a user-oriented product, we need to design a friendly human-computer interface to realize the free conversion of functions.

SUBSYSTEM 4: MOVEMENT STANDARD ALGORITHM

We need to devise an algorithm to assess the deviation between the gymnast's movements and the standard. This algorithm is very important for the final product performance feedback.

CRITERION FOR SUCCESS

The robot can self-navigate to find people in the gym.

The robot can monitor the person doing exercise and extract human poses.

The robot can check whether the person is doing correctly in the exercise.

DISTRIBUTION OF WORK

Dalei Jiang: Skeletal binding and movement analysis of the human body

Zifei Han: Bottom mobile platform programming

Chang Liu: Man-machine interactive system building

Kunle Li: Movement standard algorithm designing