SlideShare a Scribd company logo
www.joanneum.at/robotics
Collaborative Robots:
Research, Technologies and Applications
Univ.-Doz. DI Dr. Michael Hofbaur
JOANNEUM RESEARCH - ROBOTICS
21.04.2017
Collaborative Robots
The concept of humans and robots to
work hand-in-hand is not new
ISO 10218 defines Collaboration as:
“State in which a purposely designed
robot works in direct cooperation with
a human within a defined workspace”
Safety First !
however:
Recent advances in robot research and
technology enable versatile applications
based on this machine concept
Collaborative Robots
(near future) perspective for
robotics in industrial production:
Humans and Robots share
Workspace
Precise, supportive
Reliable and flexible
Constant quality
Perceive their environment:
intelligent, sensitive
and
SAFE & SECURE
Images: courtesy of Skoda, Bosch
Collaborative Robots
Collaboration – let’s be more specific:
ISO standard defines 4 collaboration
concepts
Safety rated monitored stop
Hand-guiding
Speed and separation monitoring
Power and force limiting
From the user’s perspective we have
Human-robot co-existence
Human-robot cooperation
Human-robot collaboration
but also: robot-robot collaboration
Collaborative Robots
Technologies
Lightweight Robots
reduced mass = reduced kinetic energy
Sensitive Robots
Sensors to detect contacts (not just at
the tool) and act accordingly
Safety-rated (function & reliability)
Sensors
Actuators
Control-schemes
Tools / Grippers
Collaborative Robots
Technologies
finally arrived:
Safe Gripping
Never cause injuries
Detect human contact
Never loose the workpiece
coming soon:
Mobile manipulation
Mobile platform + sensitive robot arm
Still 2DO: compliant whole body control
Images: courtesy of Schunk, JR
Collaborative Robots
Technologies
Technologies and potential for collaborative robotics
Collaborative Robots
Technologies
But a safe sensitive manipulator and a safe gripper is not enough!
we also have to consider: workpiece, task, environment…
Collaborative Robots
Regulations & Standards for Safety
A robot may not injure a human being or,
through inaction, allow a human being to
come to harm – I. Asimov
Industrial robot systems operate according to:
ISO 10218: Robots and robotic devices: Safety
requirements for industrial robots
ISO/TS 15066: Robots and robotic devices:
Collaborative Robots
ISO 13849 or IEC 62061: Safety of machinery: Safety-
rated parts of control systems
IEC 61508: Functional Safety
ISO 12100: Risk Analysis
2006/42/EC: Machinery Directive
…
Collaborative Robots
Regulations & Standards
Safe Collaboration through Speed and
Separation Monitoring (ISO 10218-1/5.10.4 & ISO/TS 15066)
Risk mitigation through a ensuring a
sufficiently large separation
Static regions / dynamic distances
Distances according to risk analysis that
takes into account: robot, tool, workpiece
and task
Safety-rated monitored stop in case of
violation (reaction-time & stopping-time!)
Requires safety-enabled hard- and software
for robot, distance and speed monitoring
Collaborative Robots
Regulations & Standards
Safe Collaboration through Power and
Force Limiting (ISO 10218-1/5.10.5 & ISO/TS 15066)
Risk mitigation though limiting the
mechanical impact
Considers robot, tool, workpiece and task
Considers foreseeable transient and quasi-
static contact situations (risk analysis)
Protective stop in case limits are exceeded
Realization though speed reduction, reduced
masses, limited torques, specific geometry
and padding, inherently safe actuators,
inherently safe control schemes, workplace
ergonomics …
Collaborative Robots
Research
Many aspects of collaborative robotics are
still subject to research:
Mechanisms
Full-body compliance
Sensitive robot skin
Safety-rated perception
Grasping, esp. tactile grasping
Safe task planning under uncertainty
Human-aware planning and control
Human-machine interfaces
Cognition
Robot Safety & Cyber Security
…
Collaborative Robots
Applications
Currently, many applications in traditional
production settings
Machine tending
Intralogistics
Dispensing, gluing
Assembly
Quality inspection
Support & guidance
Crux of collaborative robots:
safety requirements impose reduced speed,
forces, etc.
cost of additional safety-enabled components
and additional engineering and certification
effort
Images: courtesy of Fanuc, Universal Robots, KUKA
Collaborative Robots
Applications
Majority of deployed applications (as of 04/17):
Human-robot coexistence
Classic industrial robotics aims at 3d
applications (dull, dangerous & dirty)
Collaborative robotics deals mostly with dull
applications and aims to improve workplace
ergonomics
Robotic manipulation facilitates integrated
process/quality control
Innovation for i4.0 readiness
but at the end: it has to be cost effective!
Images: courtesy of Fanuc, Universal Robots, KUKA
Collaborative Robots
Perspectives
Utilize machine capabilities to innovate production processes
Ensure safety and use its constraints it to optimize applications
Use applied AI to obtain a robot with awareness & flexibility
Collaborative robots are game changer, so you should not use them
in traditional ways only – envision new applications!
16
JOANNEUM RESEARCH
Forschungsgesellschaft mbH
ROBOTICS – Institute for Robotics &
Mechatronics
Lakeside B08a, EG
9020 Klagenfurt am Wörthersee
Austria
Tel.: +43 316 876-2000
Fax.: +43 316 876-2010
robotics-office@joanneum.at
www.joanneum.at/robotics

More Related Content

What's hot

Electric motor optimization
Electric motor optimizationElectric motor optimization
Electric motor optimization
Scilab
 
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...
Scilab
 
Arcelormittal @ Scilab Conference 2018
Arcelormittal @ Scilab Conference 2018Arcelormittal @ Scilab Conference 2018
Arcelormittal @ Scilab Conference 2018
Scilab
 
Trinity Daily March 16, 2018
Trinity Daily March 16, 2018Trinity Daily March 16, 2018
Trinity Daily March 16, 2018
Arun Surendran
 
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCos
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCosAircraft Simulation Model and Flight Control Laws Design Using Scilab and XCos
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCos
Scilab
 
IoH Technologies into Indoor Manufacturing Sites
IoH Technologies into Indoor Manufacturing SitesIoH Technologies into Indoor Manufacturing Sites
IoH Technologies into Indoor Manufacturing Sites
Kurata Takeshi
 
Indoor Positioning Technology Map and xDR (PDR & VDR) History in AIST
Indoor Positioning Technology Map and xDR (PDR & VDR) History in AISTIndoor Positioning Technology Map and xDR (PDR & VDR) History in AIST
Indoor Positioning Technology Map and xDR (PDR & VDR) History in AIST
Kurata Takeshi
 
Multiple actuation system for robotic joints
Multiple actuation system for robotic jointsMultiple actuation system for robotic joints
Multiple actuation system for robotic joints
Toscana Open Research
 
Grassroots activity for standardization on PDR (Pedestrian Dead Reckoning) be...
Grassroots activity for standardization on PDR (Pedestrian Dead Reckoning) be...Grassroots activity for standardization on PDR (Pedestrian Dead Reckoning) be...
Grassroots activity for standardization on PDR (Pedestrian Dead Reckoning) be...
Kurata Takeshi
 
Scilab Conference 2018 - Welcome to the Community
Scilab Conference 2018 - Welcome to the CommunityScilab Conference 2018 - Welcome to the Community
Scilab Conference 2018 - Welcome to the Community
Scilab
 
3D 列印與數位製造 AM 介紹 3D Printing Digital Manufacturing by CC Lin
3D 列印與數位製造 AM 介紹 3D Printing Digital Manufacturing by CC Lin3D 列印與數位製造 AM 介紹 3D Printing Digital Manufacturing by CC Lin
3D 列印與數位製造 AM 介紹 3D Printing Digital Manufacturing by CC Lin
PunNode 科技創業新聞網
 
Kinematic chain for flexion-extension
Kinematic chain for flexion-extensionKinematic chain for flexion-extension
Kinematic chain for flexion-extension
Toscana Open Research
 
Updates on Benchmarking of Vision-based Geometric Registration and Tracking M...
Updates on Benchmarking of Vision-based Geometric Registration and Tracking M...Updates on Benchmarking of Vision-based Geometric Registration and Tracking M...
Updates on Benchmarking of Vision-based Geometric Registration and Tracking M...
Kurata Takeshi
 
Trinity Daily April 30, 2018
Trinity Daily April 30, 2018Trinity Daily April 30, 2018
Trinity Daily April 30, 2018
Arun Surendran
 
Career in Engineering: Scope
Career in Engineering: ScopeCareer in Engineering: Scope
Career in Engineering: Scope
Arif Bookseller
 

What's hot (18)

Electric motor optimization
Electric motor optimizationElectric motor optimization
Electric motor optimization
 
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...
 
Experience Presentation
Experience PresentationExperience Presentation
Experience Presentation
 
Arcelormittal @ Scilab Conference 2018
Arcelormittal @ Scilab Conference 2018Arcelormittal @ Scilab Conference 2018
Arcelormittal @ Scilab Conference 2018
 
Trinity Daily March 16, 2018
Trinity Daily March 16, 2018Trinity Daily March 16, 2018
Trinity Daily March 16, 2018
 
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCos
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCosAircraft Simulation Model and Flight Control Laws Design Using Scilab and XCos
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCos
 
IoH Technologies into Indoor Manufacturing Sites
IoH Technologies into Indoor Manufacturing SitesIoH Technologies into Indoor Manufacturing Sites
IoH Technologies into Indoor Manufacturing Sites
 
Indoor Positioning Technology Map and xDR (PDR & VDR) History in AIST
Indoor Positioning Technology Map and xDR (PDR & VDR) History in AISTIndoor Positioning Technology Map and xDR (PDR & VDR) History in AIST
Indoor Positioning Technology Map and xDR (PDR & VDR) History in AIST
 
Multiple actuation system for robotic joints
Multiple actuation system for robotic jointsMultiple actuation system for robotic joints
Multiple actuation system for robotic joints
 
Grassroots activity for standardization on PDR (Pedestrian Dead Reckoning) be...
Grassroots activity for standardization on PDR (Pedestrian Dead Reckoning) be...Grassroots activity for standardization on PDR (Pedestrian Dead Reckoning) be...
Grassroots activity for standardization on PDR (Pedestrian Dead Reckoning) be...
 
Vritti Capabilities
Vritti CapabilitiesVritti Capabilities
Vritti Capabilities
 
Scilab Conference 2018 - Welcome to the Community
Scilab Conference 2018 - Welcome to the CommunityScilab Conference 2018 - Welcome to the Community
Scilab Conference 2018 - Welcome to the Community
 
3D 列印與數位製造 AM 介紹 3D Printing Digital Manufacturing by CC Lin
3D 列印與數位製造 AM 介紹 3D Printing Digital Manufacturing by CC Lin3D 列印與數位製造 AM 介紹 3D Printing Digital Manufacturing by CC Lin
3D 列印與數位製造 AM 介紹 3D Printing Digital Manufacturing by CC Lin
 
1 1
1 11 1
1 1
 
Kinematic chain for flexion-extension
Kinematic chain for flexion-extensionKinematic chain for flexion-extension
Kinematic chain for flexion-extension
 
Updates on Benchmarking of Vision-based Geometric Registration and Tracking M...
Updates on Benchmarking of Vision-based Geometric Registration and Tracking M...Updates on Benchmarking of Vision-based Geometric Registration and Tracking M...
Updates on Benchmarking of Vision-based Geometric Registration and Tracking M...
 
Trinity Daily April 30, 2018
Trinity Daily April 30, 2018Trinity Daily April 30, 2018
Trinity Daily April 30, 2018
 
Career in Engineering: Scope
Career in Engineering: ScopeCareer in Engineering: Scope
Career in Engineering: Scope
 

Similar to [Skolkovo Robotics V] Collaborative Robots: Research, Technologies and Applications

Resereach thebenz snsjbnsjsjjssjsjsjsjsjjs
Resereach thebenz snsjbnsjsjjssjsjsjsjsjjsResereach thebenz snsjbnsjsjjssjsjsjsjsjjs
Resereach thebenz snsjbnsjsjjssjsjsjsjsjjs
NIKHILAS12
 
Robot arm ppt
Robot arm pptRobot arm ppt
Robot arm ppt
Minuchaudhari1
 
VTT RobotDay 5.9. - Timo Malm: Yhteistyörobotin turvallisuuunäkökohtia
VTT RobotDay 5.9. - Timo Malm: Yhteistyörobotin turvallisuuunäkökohtiaVTT RobotDay 5.9. - Timo Malm: Yhteistyörobotin turvallisuuunäkökohtia
VTT RobotDay 5.9. - Timo Malm: Yhteistyörobotin turvallisuuunäkökohtia
DIH²
 
Robotics Safety
Robotics SafetyRobotics Safety
Robotics Safety
John Syer, CSP, CHMM
 
Obstacle Avoidance Robotic Vehicle Using Ultrasonic Sensor, Android and Bluet...
Obstacle Avoidance Robotic Vehicle Using Ultrasonic Sensor, Android and Bluet...Obstacle Avoidance Robotic Vehicle Using Ultrasonic Sensor, Android and Bluet...
Obstacle Avoidance Robotic Vehicle Using Ultrasonic Sensor, Android and Bluet...
IRJET Journal
 
The Challenges of Robotic Design
The Challenges of Robotic DesignThe Challenges of Robotic Design
The Challenges of Robotic Design
Design World
 
Robotic Vehicle Movement with Webcam Operated by Cell Phone
Robotic Vehicle Movement with Webcam Operated by Cell PhoneRobotic Vehicle Movement with Webcam Operated by Cell Phone
Robotic Vehicle Movement with Webcam Operated by Cell Phone
IRJET Journal
 
Bluetooth Controlled Garbage Collection Robot Arm
Bluetooth Controlled Garbage Collection Robot ArmBluetooth Controlled Garbage Collection Robot Arm
Bluetooth Controlled Garbage Collection Robot Arm
IRJET Journal
 
Robotics - Mainstream or Marginal for Process Industries?
Robotics - Mainstream or Marginal for Process Industries?Robotics - Mainstream or Marginal for Process Industries?
Robotics - Mainstream or Marginal for Process Industries?
Yokogawa1
 
NCACSE PPT FINAL.pptx
NCACSE PPT FINAL.pptxNCACSE PPT FINAL.pptx
NCACSE PPT FINAL.pptx
KunalPardeshi16
 
Industrial robots
Industrial robotsIndustrial robots
Industrial robots
Madan Bhusal
 
IRJET- Design, Manufacturing and Analysis of Robotic Arm with SCARA Confi...
IRJET-  	  Design, Manufacturing and Analysis of Robotic Arm with SCARA Confi...IRJET-  	  Design, Manufacturing and Analysis of Robotic Arm with SCARA Confi...
IRJET- Design, Manufacturing and Analysis of Robotic Arm with SCARA Confi...
IRJET Journal
 
Requirement:HW6 Problem 2 Design a mobile robot capa.docx
Requirement:HW6 Problem 2 Design a mobile robot capa.docxRequirement:HW6 Problem 2 Design a mobile robot capa.docx
Requirement:HW6 Problem 2 Design a mobile robot capa.docx
audeleypearl
 
UL's guide to differentiate your wearables from competition
UL's guide to differentiate your wearables from competitionUL's guide to differentiate your wearables from competition
UL's guide to differentiate your wearables from competition
CSA Group
 
Robotic Soldier with EM Gun using Bluetooth Module
Robotic Soldier with EM Gun using Bluetooth ModuleRobotic Soldier with EM Gun using Bluetooth Module
Robotic Soldier with EM Gun using Bluetooth Module
ijceronline
 
Robotic Soldier with EM Gun using Bluetooth Module
Robotic Soldier with EM Gun using Bluetooth ModuleRobotic Soldier with EM Gun using Bluetooth Module
Robotic Soldier with EM Gun using Bluetooth Module
ijceronline
 
GILS: Automatic Security and Gas Detection Robot
GILS: Automatic Security and Gas Detection RobotGILS: Automatic Security and Gas Detection Robot
GILS: Automatic Security and Gas Detection Robot
IRJET Journal
 
IRJET- Review on IoT based Dual ARM Tele-Robotic System
IRJET- Review on IoT based Dual ARM Tele-Robotic SystemIRJET- Review on IoT based Dual ARM Tele-Robotic System
IRJET- Review on IoT based Dual ARM Tele-Robotic System
IRJET Journal
 
Smart Surveillance Bot with Low Power MCU
Smart Surveillance Bot with Low Power MCUSmart Surveillance Bot with Low Power MCU
Smart Surveillance Bot with Low Power MCU
IRJET Journal
 
Collaborative robots final paper
Collaborative robots final paperCollaborative robots final paper
Collaborative robots final paper
AleligneYohannes
 

Similar to [Skolkovo Robotics V] Collaborative Robots: Research, Technologies and Applications (20)

Resereach thebenz snsjbnsjsjjssjsjsjsjsjjs
Resereach thebenz snsjbnsjsjjssjsjsjsjsjjsResereach thebenz snsjbnsjsjjssjsjsjsjsjjs
Resereach thebenz snsjbnsjsjjssjsjsjsjsjjs
 
Robot arm ppt
Robot arm pptRobot arm ppt
Robot arm ppt
 
VTT RobotDay 5.9. - Timo Malm: Yhteistyörobotin turvallisuuunäkökohtia
VTT RobotDay 5.9. - Timo Malm: Yhteistyörobotin turvallisuuunäkökohtiaVTT RobotDay 5.9. - Timo Malm: Yhteistyörobotin turvallisuuunäkökohtia
VTT RobotDay 5.9. - Timo Malm: Yhteistyörobotin turvallisuuunäkökohtia
 
Robotics Safety
Robotics SafetyRobotics Safety
Robotics Safety
 
Obstacle Avoidance Robotic Vehicle Using Ultrasonic Sensor, Android and Bluet...
Obstacle Avoidance Robotic Vehicle Using Ultrasonic Sensor, Android and Bluet...Obstacle Avoidance Robotic Vehicle Using Ultrasonic Sensor, Android and Bluet...
Obstacle Avoidance Robotic Vehicle Using Ultrasonic Sensor, Android and Bluet...
 
The Challenges of Robotic Design
The Challenges of Robotic DesignThe Challenges of Robotic Design
The Challenges of Robotic Design
 
Robotic Vehicle Movement with Webcam Operated by Cell Phone
Robotic Vehicle Movement with Webcam Operated by Cell PhoneRobotic Vehicle Movement with Webcam Operated by Cell Phone
Robotic Vehicle Movement with Webcam Operated by Cell Phone
 
Bluetooth Controlled Garbage Collection Robot Arm
Bluetooth Controlled Garbage Collection Robot ArmBluetooth Controlled Garbage Collection Robot Arm
Bluetooth Controlled Garbage Collection Robot Arm
 
Robotics - Mainstream or Marginal for Process Industries?
Robotics - Mainstream or Marginal for Process Industries?Robotics - Mainstream or Marginal for Process Industries?
Robotics - Mainstream or Marginal for Process Industries?
 
NCACSE PPT FINAL.pptx
NCACSE PPT FINAL.pptxNCACSE PPT FINAL.pptx
NCACSE PPT FINAL.pptx
 
Industrial robots
Industrial robotsIndustrial robots
Industrial robots
 
IRJET- Design, Manufacturing and Analysis of Robotic Arm with SCARA Confi...
IRJET-  	  Design, Manufacturing and Analysis of Robotic Arm with SCARA Confi...IRJET-  	  Design, Manufacturing and Analysis of Robotic Arm with SCARA Confi...
IRJET- Design, Manufacturing and Analysis of Robotic Arm with SCARA Confi...
 
Requirement:HW6 Problem 2 Design a mobile robot capa.docx
Requirement:HW6 Problem 2 Design a mobile robot capa.docxRequirement:HW6 Problem 2 Design a mobile robot capa.docx
Requirement:HW6 Problem 2 Design a mobile robot capa.docx
 
UL's guide to differentiate your wearables from competition
UL's guide to differentiate your wearables from competitionUL's guide to differentiate your wearables from competition
UL's guide to differentiate your wearables from competition
 
Robotic Soldier with EM Gun using Bluetooth Module
Robotic Soldier with EM Gun using Bluetooth ModuleRobotic Soldier with EM Gun using Bluetooth Module
Robotic Soldier with EM Gun using Bluetooth Module
 
Robotic Soldier with EM Gun using Bluetooth Module
Robotic Soldier with EM Gun using Bluetooth ModuleRobotic Soldier with EM Gun using Bluetooth Module
Robotic Soldier with EM Gun using Bluetooth Module
 
GILS: Automatic Security and Gas Detection Robot
GILS: Automatic Security and Gas Detection RobotGILS: Automatic Security and Gas Detection Robot
GILS: Automatic Security and Gas Detection Robot
 
IRJET- Review on IoT based Dual ARM Tele-Robotic System
IRJET- Review on IoT based Dual ARM Tele-Robotic SystemIRJET- Review on IoT based Dual ARM Tele-Robotic System
IRJET- Review on IoT based Dual ARM Tele-Robotic System
 
Smart Surveillance Bot with Low Power MCU
Smart Surveillance Bot with Low Power MCUSmart Surveillance Bot with Low Power MCU
Smart Surveillance Bot with Low Power MCU
 
Collaborative robots final paper
Collaborative robots final paperCollaborative robots final paper
Collaborative robots final paper
 

More from Skolkovo Robotics Center

возможности и барьеры "разговорного" интеллекта а. сандлер, лаборат...
возможности и барьеры "разговорного" интеллекта а. сандлер, лаборат...возможности и барьеры "разговорного" интеллекта а. сандлер, лаборат...
возможности и барьеры "разговорного" интеллекта а. сандлер, лаборат...
Skolkovo Robotics Center
 
когнитивные технологии, Ibm
когнитивные технологии, Ibmкогнитивные технологии, Ibm
когнитивные технологии, Ibm
Skolkovo Robotics Center
 
влияние искусственного интеллекта на пользовательский опыт г. калугина, Yota
влияние искусственного интеллекта на пользовательский опыт  г. калугина, Yotaвлияние искусственного интеллекта на пользовательский опыт  г. калугина, Yota
влияние искусственного интеллекта на пользовательский опыт г. калугина, Yota
Skolkovo Robotics Center
 
Искусственный интеллект и пользовательский опыт
Искусственный интеллект и пользовательский опытИскусственный интеллект и пользовательский опыт
Искусственный интеллект и пользовательский опыт
Skolkovo Robotics Center
 
как вырастить и воспитать чатбота для дела а. власова, лаборатория наносемантика
как вырастить и воспитать чатбота для дела а. власова, лаборатория наносемантикакак вырастить и воспитать чатбота для дела а. власова, лаборатория наносемантика
как вырастить и воспитать чатбота для дела а. власова, лаборатория наносемантика
Skolkovo Robotics Center
 
состояние и перспективы машинного интеллекта с. шумский, нейронет
состояние и перспективы машинного интеллекта с. шумский, нейронетсостояние и перспективы машинного интеллекта с. шумский, нейронет
состояние и перспективы машинного интеллекта с. шумский, нейронет
Skolkovo Robotics Center
 
искусственный интеллект в каждый дом – как новые технологии помогают достиг...
искусственный интеллект в каждый дом – как новые технологии помогают достиг...искусственный интеллект в каждый дом – как новые технологии помогают достиг...
искусственный интеллект в каждый дом – как новые технологии помогают достиг...
Skolkovo Robotics Center
 
[Skolkovo Robotics V] Современное состояние и перспективы развития технологий...
[Skolkovo Robotics V] Современное состояние и перспективы развития технологий...[Skolkovo Robotics V] Современное состояние и перспективы развития технологий...
[Skolkovo Robotics V] Современное состояние и перспективы развития технологий...
Skolkovo Robotics Center
 
[Skolkovo Robotics V] Анализ задач и решений модульной, роевой и облачной роб...
[Skolkovo Robotics V] Анализ задач и решений модульной, роевой и облачной роб...[Skolkovo Robotics V] Анализ задач и решений модульной, роевой и облачной роб...
[Skolkovo Robotics V] Анализ задач и решений модульной, роевой и облачной роб...
Skolkovo Robotics Center
 
[Skolkovo Robotics V] Facial Expression Recognition in the Wild
[Skolkovo Robotics V] Facial Expression Recognition in the Wild[Skolkovo Robotics V] Facial Expression Recognition in the Wild
[Skolkovo Robotics V] Facial Expression Recognition in the Wild
Skolkovo Robotics Center
 
[Skolkovo Robotics V] Application of AI in Healthcare
[Skolkovo Robotics V] Application of AI in Healthcare[Skolkovo Robotics V] Application of AI in Healthcare
[Skolkovo Robotics V] Application of AI in Healthcare
Skolkovo Robotics Center
 
[Skolkovo Robotics V] Боевые роботы: угрозы учтенные или непредвиденные
[Skolkovo Robotics V] Боевые роботы: угрозы учтенные или непредвиденные[Skolkovo Robotics V] Боевые роботы: угрозы учтенные или непредвиденные
[Skolkovo Robotics V] Боевые роботы: угрозы учтенные или непредвиденные
Skolkovo Robotics Center
 
[Skolkovo Robotics V] Race for AI: What do VCs expect from AI startups?
[Skolkovo Robotics V] Race for AI:  What do VCs expect from AI startups?[Skolkovo Robotics V] Race for AI:  What do VCs expect from AI startups?
[Skolkovo Robotics V] Race for AI: What do VCs expect from AI startups?
Skolkovo Robotics Center
 
[Skolkovo Robotics V] Overview of the Modern Robotics Market
[Skolkovo Robotics V] Overview of the Modern Robotics Market[Skolkovo Robotics V] Overview of the Modern Robotics Market
[Skolkovo Robotics V] Overview of the Modern Robotics Market
Skolkovo Robotics Center
 
Финальная версия программы Skolkovo Robotics V
Финальная версия программы Skolkovo Robotics VФинальная версия программы Skolkovo Robotics V
Финальная версия программы Skolkovo Robotics V
Skolkovo Robotics Center
 
Презентация Альберта Ефимова на РИФ+КИБ 2017
Презентация Альберта Ефимова на РИФ+КИБ 2017Презентация Альберта Ефимова на РИФ+КИБ 2017
Презентация Альберта Ефимова на РИФ+КИБ 2017
Skolkovo Robotics Center
 
сборка 3 транспорт логистика
сборка 3 транспорт логистикасборка 3 транспорт логистика
сборка 3 транспорт логистика
Skolkovo Robotics Center
 
Skolkovo Robotics V. International Conference ENGLISH Brief
Skolkovo Robotics V. International Conference ENGLISH BriefSkolkovo Robotics V. International Conference ENGLISH Brief
Skolkovo Robotics V. International Conference ENGLISH Brief
Skolkovo Robotics Center
 
JETSON : AI at the EDGE
JETSON : AI at the EDGEJETSON : AI at the EDGE
JETSON : AI at the EDGE
Skolkovo Robotics Center
 
Skolkovo Robotics V. International Conference
Skolkovo Robotics V. International ConferenceSkolkovo Robotics V. International Conference
Skolkovo Robotics V. International Conference
Skolkovo Robotics Center
 

More from Skolkovo Robotics Center (20)

возможности и барьеры "разговорного" интеллекта а. сандлер, лаборат...
возможности и барьеры "разговорного" интеллекта а. сандлер, лаборат...возможности и барьеры "разговорного" интеллекта а. сандлер, лаборат...
возможности и барьеры "разговорного" интеллекта а. сандлер, лаборат...
 
когнитивные технологии, Ibm
когнитивные технологии, Ibmкогнитивные технологии, Ibm
когнитивные технологии, Ibm
 
влияние искусственного интеллекта на пользовательский опыт г. калугина, Yota
влияние искусственного интеллекта на пользовательский опыт  г. калугина, Yotaвлияние искусственного интеллекта на пользовательский опыт  г. калугина, Yota
влияние искусственного интеллекта на пользовательский опыт г. калугина, Yota
 
Искусственный интеллект и пользовательский опыт
Искусственный интеллект и пользовательский опытИскусственный интеллект и пользовательский опыт
Искусственный интеллект и пользовательский опыт
 
как вырастить и воспитать чатбота для дела а. власова, лаборатория наносемантика
как вырастить и воспитать чатбота для дела а. власова, лаборатория наносемантикакак вырастить и воспитать чатбота для дела а. власова, лаборатория наносемантика
как вырастить и воспитать чатбота для дела а. власова, лаборатория наносемантика
 
состояние и перспективы машинного интеллекта с. шумский, нейронет
состояние и перспективы машинного интеллекта с. шумский, нейронетсостояние и перспективы машинного интеллекта с. шумский, нейронет
состояние и перспективы машинного интеллекта с. шумский, нейронет
 
искусственный интеллект в каждый дом – как новые технологии помогают достиг...
искусственный интеллект в каждый дом – как новые технологии помогают достиг...искусственный интеллект в каждый дом – как новые технологии помогают достиг...
искусственный интеллект в каждый дом – как новые технологии помогают достиг...
 
[Skolkovo Robotics V] Современное состояние и перспективы развития технологий...
[Skolkovo Robotics V] Современное состояние и перспективы развития технологий...[Skolkovo Robotics V] Современное состояние и перспективы развития технологий...
[Skolkovo Robotics V] Современное состояние и перспективы развития технологий...
 
[Skolkovo Robotics V] Анализ задач и решений модульной, роевой и облачной роб...
[Skolkovo Robotics V] Анализ задач и решений модульной, роевой и облачной роб...[Skolkovo Robotics V] Анализ задач и решений модульной, роевой и облачной роб...
[Skolkovo Robotics V] Анализ задач и решений модульной, роевой и облачной роб...
 
[Skolkovo Robotics V] Facial Expression Recognition in the Wild
[Skolkovo Robotics V] Facial Expression Recognition in the Wild[Skolkovo Robotics V] Facial Expression Recognition in the Wild
[Skolkovo Robotics V] Facial Expression Recognition in the Wild
 
[Skolkovo Robotics V] Application of AI in Healthcare
[Skolkovo Robotics V] Application of AI in Healthcare[Skolkovo Robotics V] Application of AI in Healthcare
[Skolkovo Robotics V] Application of AI in Healthcare
 
[Skolkovo Robotics V] Боевые роботы: угрозы учтенные или непредвиденные
[Skolkovo Robotics V] Боевые роботы: угрозы учтенные или непредвиденные[Skolkovo Robotics V] Боевые роботы: угрозы учтенные или непредвиденные
[Skolkovo Robotics V] Боевые роботы: угрозы учтенные или непредвиденные
 
[Skolkovo Robotics V] Race for AI: What do VCs expect from AI startups?
[Skolkovo Robotics V] Race for AI:  What do VCs expect from AI startups?[Skolkovo Robotics V] Race for AI:  What do VCs expect from AI startups?
[Skolkovo Robotics V] Race for AI: What do VCs expect from AI startups?
 
[Skolkovo Robotics V] Overview of the Modern Robotics Market
[Skolkovo Robotics V] Overview of the Modern Robotics Market[Skolkovo Robotics V] Overview of the Modern Robotics Market
[Skolkovo Robotics V] Overview of the Modern Robotics Market
 
Финальная версия программы Skolkovo Robotics V
Финальная версия программы Skolkovo Robotics VФинальная версия программы Skolkovo Robotics V
Финальная версия программы Skolkovo Robotics V
 
Презентация Альберта Ефимова на РИФ+КИБ 2017
Презентация Альберта Ефимова на РИФ+КИБ 2017Презентация Альберта Ефимова на РИФ+КИБ 2017
Презентация Альберта Ефимова на РИФ+КИБ 2017
 
сборка 3 транспорт логистика
сборка 3 транспорт логистикасборка 3 транспорт логистика
сборка 3 транспорт логистика
 
Skolkovo Robotics V. International Conference ENGLISH Brief
Skolkovo Robotics V. International Conference ENGLISH BriefSkolkovo Robotics V. International Conference ENGLISH Brief
Skolkovo Robotics V. International Conference ENGLISH Brief
 
JETSON : AI at the EDGE
JETSON : AI at the EDGEJETSON : AI at the EDGE
JETSON : AI at the EDGE
 
Skolkovo Robotics V. International Conference
Skolkovo Robotics V. International ConferenceSkolkovo Robotics V. International Conference
Skolkovo Robotics V. International Conference
 

Recently uploaded

Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Ramesh Iyer
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Inflectra
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
Thijs Feryn
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
Paul Groth
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
Laura Byrne
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
Alison B. Lowndes
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
Prayukth K V
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance
 
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
Product School
 
JMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and GrafanaJMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and Grafana
RTTS
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
Jemma Hussein Allen
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
Elena Simperl
 
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
James Anderson
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
Ana-Maria Mihalceanu
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Tobias Schneck
 
Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with Parameters
Safe Software
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
Alan Dix
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland
 
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
UiPathCommunity
 
Generating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using SmithyGenerating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using Smithy
g2nightmarescribd
 

Recently uploaded (20)

Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
 
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
 
JMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and GrafanaJMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and Grafana
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
 
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 
Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with Parameters
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
 
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
 
Generating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using SmithyGenerating a custom Ruby SDK for your web service or Rails API using Smithy
Generating a custom Ruby SDK for your web service or Rails API using Smithy
 

[Skolkovo Robotics V] Collaborative Robots: Research, Technologies and Applications

  • 1. www.joanneum.at/robotics Collaborative Robots: Research, Technologies and Applications Univ.-Doz. DI Dr. Michael Hofbaur JOANNEUM RESEARCH - ROBOTICS 21.04.2017
  • 2. Collaborative Robots The concept of humans and robots to work hand-in-hand is not new ISO 10218 defines Collaboration as: “State in which a purposely designed robot works in direct cooperation with a human within a defined workspace” Safety First ! however: Recent advances in robot research and technology enable versatile applications based on this machine concept
  • 3. Collaborative Robots (near future) perspective for robotics in industrial production: Humans and Robots share Workspace Precise, supportive Reliable and flexible Constant quality Perceive their environment: intelligent, sensitive and SAFE & SECURE Images: courtesy of Skoda, Bosch
  • 4. Collaborative Robots Collaboration – let’s be more specific: ISO standard defines 4 collaboration concepts Safety rated monitored stop Hand-guiding Speed and separation monitoring Power and force limiting From the user’s perspective we have Human-robot co-existence Human-robot cooperation Human-robot collaboration but also: robot-robot collaboration
  • 5. Collaborative Robots Technologies Lightweight Robots reduced mass = reduced kinetic energy Sensitive Robots Sensors to detect contacts (not just at the tool) and act accordingly Safety-rated (function & reliability) Sensors Actuators Control-schemes Tools / Grippers
  • 6. Collaborative Robots Technologies finally arrived: Safe Gripping Never cause injuries Detect human contact Never loose the workpiece coming soon: Mobile manipulation Mobile platform + sensitive robot arm Still 2DO: compliant whole body control Images: courtesy of Schunk, JR
  • 7. Collaborative Robots Technologies Technologies and potential for collaborative robotics
  • 8. Collaborative Robots Technologies But a safe sensitive manipulator and a safe gripper is not enough! we also have to consider: workpiece, task, environment…
  • 9. Collaborative Robots Regulations & Standards for Safety A robot may not injure a human being or, through inaction, allow a human being to come to harm – I. Asimov Industrial robot systems operate according to: ISO 10218: Robots and robotic devices: Safety requirements for industrial robots ISO/TS 15066: Robots and robotic devices: Collaborative Robots ISO 13849 or IEC 62061: Safety of machinery: Safety- rated parts of control systems IEC 61508: Functional Safety ISO 12100: Risk Analysis 2006/42/EC: Machinery Directive …
  • 10. Collaborative Robots Regulations & Standards Safe Collaboration through Speed and Separation Monitoring (ISO 10218-1/5.10.4 & ISO/TS 15066) Risk mitigation through a ensuring a sufficiently large separation Static regions / dynamic distances Distances according to risk analysis that takes into account: robot, tool, workpiece and task Safety-rated monitored stop in case of violation (reaction-time & stopping-time!) Requires safety-enabled hard- and software for robot, distance and speed monitoring
  • 11. Collaborative Robots Regulations & Standards Safe Collaboration through Power and Force Limiting (ISO 10218-1/5.10.5 & ISO/TS 15066) Risk mitigation though limiting the mechanical impact Considers robot, tool, workpiece and task Considers foreseeable transient and quasi- static contact situations (risk analysis) Protective stop in case limits are exceeded Realization though speed reduction, reduced masses, limited torques, specific geometry and padding, inherently safe actuators, inherently safe control schemes, workplace ergonomics …
  • 12. Collaborative Robots Research Many aspects of collaborative robotics are still subject to research: Mechanisms Full-body compliance Sensitive robot skin Safety-rated perception Grasping, esp. tactile grasping Safe task planning under uncertainty Human-aware planning and control Human-machine interfaces Cognition Robot Safety & Cyber Security …
  • 13. Collaborative Robots Applications Currently, many applications in traditional production settings Machine tending Intralogistics Dispensing, gluing Assembly Quality inspection Support & guidance Crux of collaborative robots: safety requirements impose reduced speed, forces, etc. cost of additional safety-enabled components and additional engineering and certification effort Images: courtesy of Fanuc, Universal Robots, KUKA
  • 14. Collaborative Robots Applications Majority of deployed applications (as of 04/17): Human-robot coexistence Classic industrial robotics aims at 3d applications (dull, dangerous & dirty) Collaborative robotics deals mostly with dull applications and aims to improve workplace ergonomics Robotic manipulation facilitates integrated process/quality control Innovation for i4.0 readiness but at the end: it has to be cost effective! Images: courtesy of Fanuc, Universal Robots, KUKA
  • 15. Collaborative Robots Perspectives Utilize machine capabilities to innovate production processes Ensure safety and use its constraints it to optimize applications Use applied AI to obtain a robot with awareness & flexibility Collaborative robots are game changer, so you should not use them in traditional ways only – envision new applications!
  • 16. 16 JOANNEUM RESEARCH Forschungsgesellschaft mbH ROBOTICS – Institute for Robotics & Mechatronics Lakeside B08a, EG 9020 Klagenfurt am Wörthersee Austria Tel.: +43 316 876-2000 Fax.: +43 316 876-2010 robotics-office@joanneum.at www.joanneum.at/robotics