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CENTRE FOR AUTONOMOUS SYSTEMS www.cas.uts.edu.au Dr Alen Alempijevic
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CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

Jul 16, 2020

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Page 1: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

CENTRE FOR AUTONOMOUS SYSTEMS

www.cas.uts.edu.auDr Alen Alempijevic

Page 2: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

� One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010.

� Team: 53 robotics researchers (starting from 1 in 2002)

� 9 Academic staff; 9 Postdocs; 4 Research Engineers

UTS:CAS

� 28 HDRs (10 or 35% are UTS graduates)

� $14M in external research funding since 2003 ($1.7M in 2014)

� Teaching : Mechatronics Undergraduate Program: 300+ students in total

� One of the leading robotics research teams in Australia

Page 3: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

� Reputation: (1) World leader in SLAM: most cited robotics paper since 1996; (2) International leader in infrastructure maintenance robotics; (3) Australian leader in assistive robotics

• Research strengths : sensing, mapping, motion planning, human-robot interaction �Robots in complex, unstructured environments and working with people

UTS:CAS

environments and working with people

• Application of robotics in infrastructure, mining, stevedoring, agriculture and manufacturing

• Track record for delivering industry outcomes

• Entrepreneurial culture

Page 4: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

(1) Robots in unknown and complex environments

• Sensing, mapping, motion planning, exploration and

perception

• Simultaneous localization and mapping (SLAM): “Finding your way in a city without GPS and maps”

CAS: FUNDAMENTAL RESEARCH

“Finding your way in a city without GPS and maps”

(2) Human interactive robotics• “Human models” and control;

• Robotic co-workers

(3) Robot Teams in Dynamic Environments• Coordination and Control

• Simultaneously scheduling and planning

Page 5: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

Autonomous robots for industry automation:• Bridge rehabilitation

• Underground mining

• Water mains condition assessment

• Logistics and transport CAS

Infrastructure Maintenance

Assistive HealthManufacturing

CAS: ENGAGEMENT

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• Logistics and transport

Assistive robots:• Robotic co-worker for manufacturing

• Healthcare and aged care

• Meat and livestock industry

• International competitions: RoboCup search and rescue, Robot@home, Amazon picking challenge, DARPA)

CASMining

Primary & Rural

Industries

Transport & Logistics

Page 6: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

Robotic Systems for Steel Bridge Maintenance• Worker safety and productivity• Autonomous robots operating in complex and dusty 3D environments• Two robots operating in the SHB• SABRE: An Australian start-up

AUTONOMOUS INDUSTRIAL ROBOTS

UTS Robotics Team

• SABRE: An Australian start-up

Page 7: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting
Page 8: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

Two blasting robot collaboration and collision avoidance

MULTI ROBOT COOPERATION

Page 9: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

Major challenges:• Areas that are difficult to access• Negotiation with rivets• Inverted walking • Positive and negative corners openwork

BIOLOGICALLY INSPIRED AUTONOMOUS CLIMBING ROBOTS

cas.uts.edu.au

• Positive and negative corners openwork truss structures

• Robot design

Page 10: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

• Two prototype climbing robots have been designed and tested in the Sydney Harbour Bridge (SHB);

• A robot is going to be delivered to the SHB by April 2015

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Page 11: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

• Coordination of robot teams• Applied in the world’s first fully

automated container terminal;• Potential applications: material

handling in warehouse, airport;

ROBOT TEAMS - LOGISTICS

UTS Robotics Team

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handling in warehouse, airport; manufacturing plant, etc

• Significantly improve the productivity

Page 12: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

• Develop a underwater robot for cleaning and inspection

• Address the research issues and develop enabling methods

UNDERWATER MAINTENANCE

uts.edu.au

enabling methods

Page 13: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

Research Challenges:• Building robots that cooperate with people is harder than

building a fully autonomous robot

• Perception and Navigation in Dynamic Environments

• Human Intention Recognition

ASSISTIVE ROBOTICS

UTS Robotics Team

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• Manipulation of Natural Objects

• Safe Physical InteractionApplication Domains:• Robotics for Ageing in Place• Robotics for patient care• Manufacturing: robotic co-worker

Page 14: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

• Assistant-As-Needed paradigm

• Reduce forces while performing manual tasks

• Safety framework

• Intelligent control through the integration of

ASSISTIVE ROBOTICS: CO -WORKER

UTS Robotics Team

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• Intelligent control through the integration of musculoskeletal, task and robot models

• Robot development

Page 15: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

• Safe physical human-robot interaction

• Intuitive interaction;

• User intention recognition

• Situation awareness and

ASSISTIVE ROBOTICS: CO -WORKER

UTS Robotics Team

• Situation awareness and collision avoidance

Page 16: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

EDTAS – TRENDS, BARRIERS, DRIVERSTechnical/Social Trends:

• Collaboration (Multi-Robot; Human-Robot)

• Assistance As Needed (Intent)

• Deep Learning (Demonstration / Interaction)

Barriers:

• Technology: Perception (Sensing)

• Complex Reasoning in Dynamic Environments

• Trust / Legislative

Drivers:

• Aging Population, Labour / Skills Shortage

• Private Venture Capital: SpaceX, Google, Ubercas.uts.edu.au

Page 17: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

AUTONOMY - EVOLUTION

< 5 years:

Complete Logistics Automation

< 20 years:

Driverless Vehicles in Non-Urban Point->Point (under constraints)

Automation of tasks without complex reasoning (Human on Loop)

cas.uts.edu.au

Page 18: CENTRE FOR AUTONOMOUS SYSTEMS · One of the three nodes of the ARC Centre of Excellence for Autonomous Systems – Funded from 2003 – 2010. Team: 53 robotics researchers (starting

THANKS !

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