🌱 ZeW-IT - Zero Waste Integrated Technology

Overview

ZeW-IT (Zero Waste Integrated Technology) is an innovative IoT-based automated waste segregation and management system. It’s designed to tackle the growing waste management crisis by providing an intelligent, automated solution that not only segregates waste with 98% accuracy but also converts organic waste into compost and rewards users for responsible waste disposal.

🎯 The Problem

Current waste management systems face significant challenges:

No commercial-level automatic waste segregation
Inefficient waste collection processes
Lack of public engagement in waste management
Organic waste not being effectively recycled
No incentive system for proper waste disposal

💡 Our Solution

ZeW-IT is a comprehensive waste management ecosystem that includes:

Smart Waste Bins: Automated segregation of 6 waste types
AI-Powered Recognition: 98% accurate waste classification
Waste-to-Reward System: Converts waste into redeemable points
Organic Processing: On-site composting with seed pellet rewards
Smart Collection: Real-time bin monitoring and optimized collection routes
Mobile Integration: User and driver applications for better management

🛠️ System Architecture

Hardware Components

Waste Detection Module:
- Camera for image recognition
- Ultrasonic, capacitive, and inductive sensors
- RFID card reader for user identification
Segregation Mechanism:
- Hexagonal modular compartments
- Stepper motor-driven rotation system
Processing Unit:
- Biowaste composting chamber
- Seed pellet compression module
- Solar power system with grid connectivity

Software Stack

AI/ML Model: Deep Multiple Instance Learning with 3D ResNets
Backend: C# and Python
Mobile Apps: Built with PhoneGap
Cloud Platform: Real-time monitoring and data analytics

🚀 Key Features

Automated Waste Segregation

6 dedicated compartments for different waste types
98% accurate AI-based classification
Touchless operation with sensor activation

Smart Waste Processing

On-site organic waste composting
Seed pellet production from compost
Energy recovery from biochemical processes

User Engagement

Reward points system
Mobile app for waste tracking
Real-time bin status and navigation

Smart Collection

Real-time fill level monitoring
Optimized collection routes
Driver notification system

🎯 Use Cases

Urban Areas

Public spaces and parks
Residential complexes
Commercial establishments

Specialized Facilities

Educational institutions
Office complexes
Shopping malls
Industrial areas

Smart Cities

Municipal waste management
Public infrastructure
Green initiatives

🏗️ Technical Implementation

Waste Classification

Combines computer vision and sensor data
Deep learning model trained on diverse waste datasets
Continuous learning from user interactions

Mobile Applications

User App

Waste disposal tracking
Reward points management
Bin locator and navigation
Problem reporting

Driver App

Collection route optimization
Real-time bin status
Collection history and analytics

Energy Management

Solar-powered operation
Battery storage system
Grid connectivity for excess power

🌍 Environmental Impact

Reduces landfill waste through better segregation
Promotes recycling and composting
Lowers carbon footprint of waste collection
Encourages community participation in sustainability

🚀 Getting Started

Prerequisites

Basic understanding of IoT systems
Arduino IDE for hardware programming
Python and C# for backend development
Mobile development environment for apps

Installation

Clone the repository

1

git clone https://github.com/adithyaanilkumar/ZeW-IT.git

Set up the hardware
- Assemble the waste segregation mechanism
- Connect sensors and actuators to Arduino
- Install the waste detection module
Configure the software
- Install required Python/C# dependencies
- Set up the AI model
- Configure the mobile applications
Deploy the system
- Install the smart bin in the target location
- Connect to power and network
- Calibrate sensors and AI model

Last modified on 2021-01-29