dc.contributor.advisor |
Fernando KSD |
|
dc.contributor.author |
Jaliya DLTS |
|
dc.date.accessioned |
2020 |
|
dc.date.available |
2020 |
|
dc.date.issued |
2020 |
|
dc.identifier.citation |
Jaliya, D.L.T.S. (2020). Optimizing robotic swarm based construction tasks [Master's theses, University of Moratuwa]. Institutional Repository University of Moratuwa. http://dl.lib.uom.lk/handle/123/21204 |
|
dc.identifier.uri |
http://dl.lib.uom.lk/handle/123/21204 |
|
dc.description.abstract |
Construction is a field that grows with technological advancements by the day. The
field has always adapted novel and innovative technologies to create marvels of
engineering which were thought to be impossible before their time. Having many
challenges in the physical construction tasks, there are researchers all over the globe
trying to innovate and improve construction related technologies. With the
advancements in technology, some construction projects have already adapted
robotics in some aspects of the construction process. In this research, we try to
introduce a novel approach for construction using swarm robotics.
Behaviour of a robotic swarm is collective and aimed at solving a problem using the
collective behaviour. This is similar to the natural animal swarm behaviour of bees/
ants/ termites...etc. Even though there are many researches and developments done in
the field of swarm robotics, the concept has not yet made its way into industrial
environments.
Many researchers in the field of construction using swarm robots have come up with
successful algorithmic approaches for constructing simple shapes. However many of
them lack practicality due to the usage of pheromone trails / building blocks with
communication capabilities / bots having a real time global view of the state of the
construction...etc which are difficult to achieve in the real world with the existing
technologies. Furthermore, most similar researches show a serial behaviour in the
construction instead of parallel behaviour seen in nature.
In this research we propose a novel and a practical approach for swarm robots for
optimizing construction tasks in 2D using swarm robotics concepts. The swarm
consists of a set of robots that are practical to implement, with limited visibility and
limited communication skills. Having only the local view of the terrain, robots in the
swarm construct a given shape in 2D in collaboration with the other robots in the
swarm. With the application of swarm concepts in an improved manner, the swarm is
able to construct the given shape displaying true parallelism which in turn will
improve the construction time.
Constructions using swarm robots is proposed as one of the most practical methods
of constructing buildings/ shelters specially for colonizing space where sending
skilled workers is too expensive. The implications of this research can be an
initiative to such applications. |
en_US |
dc.language.iso |
en |
en_US |
dc.subject |
SWARM ROBOTS |
en_US |
dc.subject |
SWARM ROBOT CONSTRUCTION |
en_US |
dc.subject |
CONSTRUCTION TASKS |
en_US |
dc.subject |
ARTIFICIAL INTELLIGENCE -Dissertation |
en_US |
dc.subject |
COMPUTATIONAL MATHEMATICS -Dissertation |
en_US |
dc.subject |
INFORMATION TECHNOLOGY -Dissertation |
en_US |
dc.title |
Optimizing robotic swarm based construction tasks |
en_US |
dc.type |
Thesis-Full-text |
en_US |
dc.identifier.faculty |
IT |
en_US |
dc.identifier.degree |
MSc in Artificial Intelligence |
en_US |
dc.identifier.department |
Department of Computational Mathematics |
en_US |
dc.date.accept |
2020 |
|
dc.identifier.accno |
TH4834 |
en_US |