Monday, October 31, 2022

Developing a Prototype to Collect Ocean Waste

Khuyen Vo, Verrazzano Class of  2022, completed major in Electrical Engineering and minor in Mathematics 

 

My capstone project developed a water-based robot prototype that would spot the waste and collect it on its own, aided by modern technologies of machine learning and computer vision.

In modern society, there is a lot of waste flowing within and beneath the water's surface. For many years, this waste has been damaging the marine life in these areas and has accelerated climate change. Because of the increasing amount of pollution in the water, the quality of the water has been deteriorating. The goal of this project is to help remove garbage contaminating the water surrounding numerous sites in the environment.

The boat structure water sweeper prototype was designed using software such as Canva and Solidworks. PVC pipes and connectors were used to make the base of the sweeper. The brushless thrusters connecting with Electric Speed Controls (ESCs) were used to move the boat properly. Lead acid batteries supplied power to the boat. The transmitter and receiver circuits of the controller were built in the lab by soldering the circuit components on the Printed Circuit Boards (PCBs). C++ and machine learning codes were developed and compiled onto the Arduino IDE to develop the two types of operations for the sweeper. A Husky Lens camera was installed on the boat and trained to spot trashes by inserting a waste data library. For the waterproof purpose, an acrylic box was developed to cover the micro-controller as well as the transmitter circuit. The boat could be operated by itself or remotely controlled by a user.

This project allowed me to pursue my interests, to learn something new, to hone my problem-solving skills and to challenge myself in new ways. Working on this project gave me the opportunity to work closely with a mentor, and learned a lot from her.

If I continued to develop this project further in the future, I would include more features that could help to perfect this sweeper. The first feature would develop sensors for water quality to let the operator know the quality of the water before and after they collect the trash. I also want to add an underwater camera and app for the robot, and use data analytics to understand the patterns within the trash collected. Currently the sweeper uses batteries to operate so in the future I would add solar panels to charge the sweeper and interconnecting drones for the sweeper, and develop a route planning to make the boat travel the least amount of distance to the trash.

Remote control for sweeper




Connection between motor thruster and receiver





 


Base of sweeper

Receiver of sweeper

                 

                                           

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