Design a Beach Cleaning Robot Based on AI and Node-RED Interface for Debris Sorting and Monitor the Parameters

Innovative technologies have been created as a result of the growing environmental concerns brought on by coastal pollution and the demand for sustainable beach management solutions. The design and execution of this robot which incorporates cutting-edge sensor technologies for parameter measurement and rubbish sorting, culminating in a user-friendly Node-RED interface, are thoroughly studied in this research paper. The solar-powered beach cleaning robot uses artificial intelligence (AI) algorithms to independently navigate and analyze the beach environment in real time. It has a variety of sensors such as LIDAR, DHT22, GPS, and Load Cell to gauge important factors like humidity, temperature, distance, air quality, and weight of trash. The robot has a method for classifying material that allows it to identify and gather different kinds of trash and sort them as paper, plastic, and organic waste, which helps with beach cleanup. It utilizes solar power as a renewable energy source, reducing its carbon footprint. An integrated Node-RED user interface allows people to obtain real-time data, and display the beach state, facilitating human participation and monitoring. The development process, robot design, sensor integration, AI algorithms, and the Node-RED interface are covered in this paper, along with the system's potential to aid in environmentally responsible beach management.