Table of Contents
1. Motivation
2. Software diagram / implementation
3. Hardware
4. Integration
5. Tests
6. Problems
7.. Result

Motivation

Rust is an iron oxide, a usually red oxide formed by the redox reaction of iron and oxygen in the presence of water or air moisture.Rusting is the common term for corrosion of iron and its alloys, such as steel. Many other metals undergo similar corrosion, but the resulting oxides are not commonly called rust.

Cost of corrosion in the infrastructure Industry

A study conducted from 1999 to 2001 shows that a total of $276 billion is spent on corrosion-related issues in commercial, residential and transportation sectors. This cost is approximately 3% of the U.S GDP in the year 1998 (U.S GDP in 1998 was $9.09 trillion). 

E.g.
Some of the effects of corrosion include a significant deterioration of structural and architectural elements as well as increase the risk of catastrophic equipment failures.

Idea

 

Hardware

Integration

Concept

Software diagram Point Cloud generation / Segmentation


Geometrical Segmentation Rust Hotspots

Construction Site Rust Detection


Software diagram Mission Planner


Structural Inspection Path Planning

Explanation

Mission Planner Preparation
Pointcloud – Mesh – Octomap


Element – Pointcloud – Uniform Mesh


Software

Drone controller

Drone position control

Drone Position Control
    Experiment 1


    Experiment 2

Neural Network – Rust Detection –
    Binary CNN


    Localization


Region-based Segmentation Using pixel values -threshold Segmentation


Semantic Segmentation

Image Slicing


Neural Network

Localisation – Pointcloud

Segmentation

Construction Site  Rust Detection

 

       

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Blossomrust is a project of IaaC, Institute for Advanced Architecture of Catalonia developed at Masters of Robotics and Advanced Construction in 2019-2020 by Students: Cedric Droogmans, Luis Jayme Buerba, Abdelrahman Koura & Alexandros Varvantakis, Faculty: Carlos Rizzo & Soroush Garivani.