WasteMan

A solid waste management dashboard. It utilizes the Message Queuing Telemetry Transport (MQTT) Protocol to receive data from the IoT-based garbage bins from a broker. The Shortest Path First (SPF) and Depth-First Search (DFS) algorithm was used to determine the shortest collection route to the full garbage bins. Lastly, Websockets enabled the transimission of data over the client in real-time.

WasteMan is an implementation of the researches entitled:

• IoT-based Garbage Bin for Solid Waste Collection with Determination of Route Using the Shortest Path First Algorithm
• Determination of Solid Waste Collection Routes by Graph Theory with Graph Minimization Using Transitive Reduction for an IoT-based Garbage Bin

Research Status

• Peer Review
• Proofread
• Local Colloquium
• Conference - On proceeding

Architecture

• WasteMan - Server
• WasteMan-Client - Client
• WasteMan-Driver - Garbage bin

Technologies/Libraries/Frameworks

Protocol

• MQTT - Publishing/Subscribing of data across the IoT devices
  • MQTTnet

Database

• MongoDB - Persistence of algorithm results
  • mongo-chsarp-driver
• Redis - Caching of garbage bins data
  • StackExchange.Redis

Transmission

• WebSockets - Real-time transmission of data to the client
  • SignalR

API

• ASP.NET Core - Interfacing of the API

Algorithm

• SPF - Calculation of the shortest garbage bin sequence
  • Hand-made by yours truly
• DFS - Discovery of the shortest collection route
  • Hand-made by yours truly

Requirements

• MongoDB - Any version will do, preferably the latest
• Redis - Windows: either use docker or this
• .NET Core - 2.1 or higher (due to SignalR dependecy)

Installation/Operation

WasteMan Wiki

Contribution

Yeet a Pull Request

License

MIT