Nuclear Environments Inspection with Micro Aerial Vehicles: Algorithms and Experiments

03/14/2019
by   Dinesh Thakur, et al.
0

In this work, we address the estimation, planning, control and mapping problems to allow a small quadrotor to autonomously inspect the interior of hazardous damaged nuclear sites. These algorithms run onboard on a computationally limited CPU. We investigate the effect of varying illumination on the system performance. To the best of our knowledge, this is the first fully autonomous system of this size and scale applied to inspect the interior of a full scale mock-up of a Primary Containment Vessel (PCV). The proposed solution opens up new ways to inspect nuclear reactors and to support nuclear decommissioning, which is well known to be a dangerous, long and tedious process. Experimental results with varying illumination conditions show the ability to navigate a full scale mock-up PCV pedestal and create a map of the environment, while concurrently avoiding obstacles.

READ FULL TEXT

page 2

page 3

page 4

page 5

page 9

research
12/11/2019

A Stable Nuclear Future? The Impact of Autonomous Systems and Artificial Intelligence

The potential for advances in information-age technologies to undermine ...
research
10/04/2017

Robust Localization of an Arbitrary Distribution of Radioactive Sources for Aerial Inspection

Radiation source detection has seen various applications in the past dec...
research
02/28/2021

Avoiding dynamic small obstacles with onboard sensing and computating on aerial robots

In practical applications, autonomous quadrotors are still facing signif...
research
02/13/2018

Deep Leaning Models Delineates Multiple Nuclear Phenotypes in H&E Stained Histology Sections

Nuclear segmentation is an important step for profiling aberrant regions...
research
04/11/2019

Autonomous Robot Navigation with Rich Information Mapping in Nuclear Storage Environments

This paper presents our approach to develop a method for an unmanned gro...
research
11/11/2019

A New Approach: Cognitive Multi-Level Authentication (CMLA) in Nuclear Command and Control

Nuclear monitoring must considered as high precedence against national s...
research
03/30/2020

NukeBERT: A Pre-trained language model for Low Resource Nuclear Domain

Significant advances have been made in recent years on Natural Language ...

Please sign up or login with your details

Forgot password? Click here to reset