Download - Cyber physical systems and robotics
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Cyber-Physical Systems and
Robotics
Tuan A. Trinh
Budapest University of Technology and Economics
Network Economics Group Lead
Luxembourg, May 13-14, 2016
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Examples of CPS
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Make it easier and safer
for humans to work side-
by-side
Giving robots the tools
to learn the preferences
of a human coworker
(MIT, 2012)
of a human coworker
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Economic impact of ICT in Europe
(2013)
Europe accounts for 30% of world production of
embedded systems with particular strengths in
the automotive sector, aerospace and health.
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Economic impact of ICT in Europe
(2013)In the ARTEMIS program , the European Union,
had spent € 7 billion on embedded system and
CPS by 2013 – with a view to become a world
leader in the field by 2020
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Economic impact of ICT in Europe
(2013)
The United States is still a global leader in cyber
technologies and well-positioned to gain/maintain
a competitive advantage in CPS
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Economic impact of ICT in Europe
(2013)
Japan is capitalizing on its traditional strengths in
this field to make technology advances.
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Economic impact of ICT in Europe
(2013)
The great potential of CPS is motivating countries
such as India and China to forge ahead into the
field.
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Smart Interactions
Big Data and Next
Generation Data Analytics
Cyber-physical Systems and Robotics
Sensor networks
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Intelligent Energy Management for Public Underground
Spaces through Cyber-Physical Systems
Courtesy: SEAM4US
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Intelligent Energy Management for Public Underground
Spaces through Cyber-Physical Systems
Big Data and
Courtesy: SEAM4US
Big Data and Next
Generation Data Analytics
Sensor networks
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Cyber-Physical Systems vs. Embedded
Systems
• Embedded system: “integration of information processing into products”– Time and concurrency
• Cyber-physical systems: Orchestration of computational resources with physical systems computational resources with physical systems and environment [Edward Lee (UC Berkeley), 2006]
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Embedded systems
Embedded systems
Physical Environment
Physical Environment
Cyber-physical systems
Cyber-physical systems
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Definition according to National Science
Foundation (US)
• Cyber-physical systems (CPS) are engineered systems that are built from and depend upon the synergy of computational and physical components.
• Emerging CPS will be coordinated, distributed, and connected, and must be robust and responsive.
• The CPS of tomorrow will need to far exceed the systems of today in capability, adaptability, resiliency, safety, security, and usability.
• Examples of the many CPS application areas include the smart electric grid, smart transportation, smart buildings, smart medical technologies, next-generation air traffic management, and advanced manufacturing.
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Vision: Internet of
Things, Data and
Services, e.g.
Smart City
Cyber-Physical Systems
Internet of Things, Data and Services(Enabling technology: Cyber-Physical Systems)
Networked Embedded Systems
e.g. autonomous aviation
Embedded Systems
e.g. airbag
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Components of CPS
Information
HCI/HRI
A/D converter
Sample-and- D/A
SensorsPhysical
environmentActuators
Information
processingSample-and-
hold
D/A
converter
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Component of CPS – networking perspective
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Traditional control system
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An extreme view of cyber-physical
system
Cyber Physical
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Components of CPS – Control theoretic perspective
ZoH : practical signal reconstruction done by a conventional
digital-to-analog converter (DAC , holding each sample value
for one sample interval.
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Characteristics of Cyber-Physical
SystemsSystems
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Reactive
Cyber-Physical SystemSystem
Typically, CPS are reactive systems:
“A reactive system is one which is in continual
interaction with its environment and executes at a pace
determined by that environment“ [Bergé, 1995]
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Hybrid
Cyber-Physical System
Hybrid systems
(analog + digital parts)
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Characteristics of cyber-physical systems
Dedicated
Cyber-Physical System
Dedicated towards a certain application
Knowledge about behavior at design time can be used to
minimize resources and to maximize robustness
• Dedicated user interface
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Characteristics of cyber-physical systems
Dynamic
Cyber-Physical System
Dynamics
•Frequent changes of environment
•High volume of (sensored) data traffic; fluctuation
•Delay, delay fluctuation
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Characteristics of cyber-physical systems
Reactive Dedicated
Hybrid Dynamic
Cyber-Physical System
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Broad challenges for cyber-
physical systemsphysical systems
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Scientific and technical challenges
• Integrating complex, heterogeneous larg-scale
systems
• Interaction between humans and systems
• Dealing with uncertainty• Dealing with uncertainty
• Measuring and verifying system performance
• System design
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Design process of CPS
Phase 1
• Application knowledge
Phase 2
• Specification
• Hardware/Software componentsPhase 2 • Hardware/Software components
Phase 3
• Design repository
• Application mapping
Phase 4
• Design
• Test
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Challenges for CPS software design
• Dynamic environments
• Capture the required behaviour
• Validate specifications
• Efficient translation of specifications into implementationsimplementations
• How can we check that we meet real-time constraints?
• How do we validate embedded real-time software?
– large volumes of data
– testing may be safety-critical
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Operating system requirements for CPS
• General requirements for embeddedoperating systems
• Configurability
• I/O
• Interrupts• Interrupts
• General properties of real-time operating systems
• Predictability
• Time services
• Synchronization
• Classes of RTOSs,
• Device driver embedding
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Expectations and design challenges of
CPS
• Dependability
• Efficiency
• Meeting real-time requirements
• Hardware properties, physical environment• Hardware properties, physical environment
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Dependability
• Reliability R(t) = probability of system working correctly provided that it was working at t=0
• Maintainability M(d) = probability of system working correctly d time units after error occurred.
• Availability A(t): probability of system working and • Availability A(t): probability of system working and available at time t
• Safety: no harm to be caused
• (Security: confidential and authentic communication)
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Efficiency
• Code-size efficient
(especially for systems on a chip)
• Run-time efficient
• Weight efficient
• Cost efficient
• Energy efficient
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Real-time constraints
• A real-time system must react to stimuli from the controlled object (or the operator) within the time interval dictated by the environment.
• “A real-time constraint is called hard, if not meeting that constraint could result in a meeting that constraint could result in a catastrophe“ [Kopetz, 1997].
• All other time-constraints are called soft.
• A guaranteed system response has to be explained without statistical arguments [Kopetz, 1997].
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Intellectual Property (IP) in CPS design
© Fujitsu Corporations
• Increasing design complexity
• Lack of internal capabilities/sharing risks
• Narrow time-to-market
• Budget constraints – lower development/maintenance costs
• Better development infrastructure available outside
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© Fujitsu Corporations
The initial stage involves creation of Architecture and Specification,
design partitioning and budgeting
• In coordination with the techno-marketing team
• Decide on the features to be supported, window of production and
release to market.
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© Fujitsu Corporations
The engineering and procurement team, depending on the internal
expertise and funding, scope out the effort to meet the production
timeline.
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© Fujitsu Corporations
In partnership with IP vendors and other vendors (e.g. for
semiconductor businesses, the EDA vendors, Design Services vendors,
Foundry, Packaging and Assembly vendors) to develop the final
product/chipset.
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An IP example from the semiconductor sector
IP enabled servicesIP ecosystem
Source:
Design
& Reuse
Value proposition from IP vendor
•Silicon proven
•Interoperable
•One-stop-shop
•Partnerships
•Alliances
Value to customers
•Customization services
•Integration services
•Vertical knowledge based Value Added Services
•Testing and deployment
•Support
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Institutional, societal, and other
challenges
• Trust, security, and privacy
• Effective models of governance
• Creation of CPS business models
• Understanding the value of CPS• Understanding the value of CPS
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Security and Privacy Issues in
Cyber-Physical SystemsCyber-Physical Systems
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“The Internet of Things is a
security nightmare” - EFFsecurity nightmare” - EFF
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"One way of protecting data is to
not collect it in the first place."not collect it in the first place."
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Differences between corporate IT security and
CPS security
• Software patching and frequent updates, are not well suited for control systems– economically difficult to justify suspending the operation of an
industrial computer on a regular basis to install new security patches
– Some security patches may even violate the certification of control systemscontrol systems
• While availability is a well studied problem in information security, real-time availability provides a stricter operational environment than most traditional IT systems
• Large industrial control systems also have a large amount of legacy systems– most of the efforts done for legacy systems should be
considered as short-term solutions; underlying technology must satisfy some minimum performance
• Network dynamics
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New security problem in CPS/Control
systems• Authentication, access control, message integrity,
separation of privilege, etc. can all help– Traditionally focused on information (security)
• How attacks affect the estimation and control algorithms?– Ultimately, how attacks affect the physical world
• Intrusion Detection Systems (IDSs) have not considered • Intrusion Detection Systems (IDSs) have not considered algorithms for detecting deception attacks launched by compromised sensor nodes against estimation and control algorithms– Dynamics of physical systems bring more challenges and set of
problems
• Information awareness to operators of control systems
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Countermeasures
• Most of the effort for protecting control systems has focused on reliability (the protection of the system against random faults)
– urgent growing concern for protecting control systems against malicious cyberattacksagainst malicious cyberattacks
• Dimensions
– Prevention
– Detection and recovery
– Resilience
– Deterrence
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Prevention• Introduction of cybersecurity standards
– North American Electric Corporation (NERC) cybersecuritystandards for electric systems
• NERC is authorized to enforce compliance to these standards, and it is expected that all electric utilities are fully compliant with these standards
– NIST • SP 800-53—the guideline for security best practices which federal
agencies should meetagencies should meet
• Guide to Industrial Control System (ICS) Security
– ISA (International Society of Automation)• ISA SP 99: a security standard to be used in manufacturing and
general industrial controls
– ETSI
• SCADA - Supervisory Control And Data Acquisition– Standardisation efforts with respect to access control and key
management in wireless sensor networks
NIST Special Publication 800-53, "Security and Privacy Controls for Federal
Information Systems and Organizations,"
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Detection and recovery
• Utilizing our knowledge of the physical systems, control systems can provide a paradigm shift for intrusion detection– e.g. by monitoring the physical system for anomalies we
may be able to detect attacks that are undetectable from the IT side, e.g. against resonance attack
• Identify deception attacks launched by compromised controllers and/or sensors
• Identify deception attacks launched by compromised controllers and/or sensors
• Implement a model-based detection scheme, e.g. as game between the detector and the attacker
• Utilizing ideas from control theory such as reconfiguration or fault-detection and isolation, to design autonomous and real-time detection and response algorithms for safety-critical applications that require real-time responses
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Resilience and deterrence
• Useful principles– Redundancy as a way to prevent a single-point of failure
– Diversity as a way to prevent that a single attack vector can compromise all the replicas (the added redundancy)
– Principle of least-privilege, and the separation of privilege(also known as separation of duty) principle(also known as separation of duty) principle
• In CPS, physical and analytical redundancies should be combined with security principles (e.g., diversity and separation of duty) to adapt or reschedule its operation during attacks
• Design novel robust control and estimation algorithms that consider more realistic attack models from a security point-of-view, e.g. Game Theory
• Deterrence
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Strategic R&D opportunities for
cyber-physical systemscyber-physical systems
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Robust, Effective Design and Construction of System
and Infrastructure
Science and
Engineering
Develop cost-effective system design, analysis, and
construction
Create domain-specific frameworks for design
Manage the role of time and synchronisation in Science and
Engineering
Foundations
(NIST)
Manage the role of time and synchronisation in
architecture design
Enable natural, more seamless human-CPS interactions
Develop systematic inter-process and inter-personal
communication for sensors and actuators
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Improve Performance and Quality Assurance of
Computational and Physical Systems
System
Create methods for system-level evaluation, verification,
and validation of cyber-physical systems
Develop science-based metrics (e.g. security, privacy,
safety, resilience, adaptability, flexibility, reusability,
dependability)System
Engineering
Effectively characterize and quantify reliability amidst
uncertainty
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Effective and Reliable System Integration and
Interoperability
Applied
Development &
Create universal definitions for representing ultra-
large scale heterogeneous systems
Build and inter-connected and interoperable shared Development &
Deployment
Build and inter-connected and interoperable shared
infrastructure
Develop abstraction infrastructure to bridge digital
and physical system components
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Usecases
(See: enclosed slides)
1. CPS for green future mobile networks
2. CPS for Smart Home – Smart Grid
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Motivation: forces behind recent
proliferation of robots
• Ever faster processors
• Cheaper sensors
• Abundant open-source code
• Ubiquitous connectivity
• Advent of 3D
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Make it easier and safer for
humans to work side-by-side
Giving robots the tools to learn
the preferences of a human
coworker
Solving the problem of
scheduling a team of
heterogeneous agents to
complete a set of tasks with
(MIT, 2012)
complete a set of tasks with
upper and lower bound
temporal constraints and shared
resources (e.g., spatial locations)
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Robotics applications
• Monitoring (environmental, security)
• Medical, e.g. tele-surgery, elderly care, drug delivery, remote, non-invasive examination
• Personal robotics
• Factory automation
• Agricultural robotics, critical infrastructure systems
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Robotics applications
• Monitoring (environmental, security)
• Medical, e.g. telesurgery, elderly care, drug delivery, remote, non-invasive examination
• Personal robotics
• Factory automation
• Agricultural robotics, critical infrastructure systems
China wants to replace millions of workers
with robots, unprecedented in scale!
BRAIN SCIENCE PROJECT
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Robotics: Myths and Facts
Robots are intended to eliminate jobs MYTH
Manufacturing and logistics must adopt
robots to survive
FACT
robots to survive
Autonomous robots are still too slow FACT
Robots are too expensive MYTH
Robots are difficult to use FACT
IEEE Spectrum
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SUMMARY
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Applications of cyber-physical systems and robotics (1)
Innovative Products or
Applications
Cyber-Physical Systems
and Robotics
Impacts
Smart manufacturing and Production
• Agile manufacturing
• Supply chain connectivity
• Intelligent control
• Process and assembly
automation
• Robotics working safely
with humans
• Enhanced
competitiveness
• Greater efficiency, agility,
and reliability
with humans
Innovative Products or
Applications
Cyber-Physical Systems
and Robotics
Impacts
Transportation and Mobility
•Autonomous or smart
vehicles (surface, air, water,
and space)
• Vehicle-to-vehicle and
vehicle-to-infrastructure
communication
• Drive by wire vehicle
systems
• Plug ins and smart cars
• Interactive traffic control
systems
• Next-generation air
transport control
• Accident prevention and
congestion reduction (e.g.
zero-fatality highways)
• Greater safety and
convenience of travel
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Applications of cyber-physical systems and robotics (2)
Innovative Products or
Applications
Cyber-Physical Systems
and Robotics
Impacts
Energy
• Electricity systems
• Renewable energy supply
• Oil and gas production
• Smart electricity power
grid
• Plug-in vehicle charging
systems
• Smart oil and gas
• Greater reliability,
security and diversity of
energy supply
• Increased energy
efficiency • Smart oil and gas
distribution grid
efficiency
Innovative Products or
Application
Cyber-Physical Systems
and Robotics
Impacts
Civil infrastructure
• Bridges and dams
• Municipal water and
wastewater treatment
• Active monitoring and
control system
• Smart grids for water and
wastewater
• Early warning systems
• More safe, secure, and
reliable infrastructure
• Assurance of water
quality and supply
• Accident warning and
prevention
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Applications of cyber-physical systems and robotics (3)
Innovative Products or
Applications
Cyber-Physical Systems Impacts
Healthcare
• Medical devices
• Personal care equipment
• Disease diagnosis and
prevention
• Wireless body area
networks
• Assistive healthcare
systems
• Wearable sensors and
implantable devices
• Improved outcomes and
quality of life
• Cost-effective healthcare
• Timely disease diagnosis
and prevention
Innovative Products and
Applications
Cyber-Physical Systems
and Robotics
Impacts
Building and Structure
• High performance
residential and commercial
building
• Net-zero energy buildings
• Appliances
• Whole building controls
• Smart HVAC equipment
• Building automation
systems
• Network appliance
systems
• Increased building
efficiency, comfort, and
convenience
• Improved occupant
health and safety
• Control of indoor air
quality
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Applications of cyber-physical systems and robotics (4)
Innovative Products and
Applications
Cyber-Physical Systems
and Robotics
Impacts
Defense
• Soldier equipment
• Weapons and weapon
platforms
• Smart (precision-guided)
weapons
• Wearable
• Increased warfighter
effectiveness, security, and
agilityplatforms
• Supply equipment
• Wearable
computing/sensing
uniforms
• Intelligent, unmanned
vehicles
• Supply chain and logistics
systems
agility
• Decreased exposure for
human warfiighters and
greater capability for
remote warefare
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Applications of cyber-physical systems and robotics (5)
Innovative Products or
Applications
Cyber-Physical Systems
and Robotics
Impacts
Emergency response
• First responder
equipment
• Communications
• Detection and
surveillance systems
• Resilient communications
• Increased emergency
responder effectiveness,
safety, efficiency, and • Communications
equipments
• Fire-fighting equipments
• Resilient communications
networks
• Integrated emergency
response systems
safety, efficiency, and
agility
• Rapid ability to respond
to natural and other
disaster
National Institute of Standards and Technologies
(NIST)
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How to efficiently implement Smart
CPS/Robotics in my company?
• Technology transfer
• Standardization aspects
• Other aspects