challenges in controlpaths.lids.mit.edu › presentations › astrom.pdfdrivers: space race,...

15
Challenges in Control K. J. Åström Department of Automatic Control Lund University A tribute to LIDS and Sanjoy

Upload: others

Post on 03-Feb-2021

1 views

Category:

Documents


0 download

TRANSCRIPT

  • Challenges in Control

    K. J. ÅströmDepartment of Automatic Control

    Lund University

    A tribute to LIDS and Sanjoy

  • Lund University /Automatic Control/ LIDS The Path Ahead

    oControl

  • Lund University /Automatic Control/ LIDS The Path Ahead

  • Lund University /Automatic Control/ LIDS The Path Ahead

    EmergenceDrivers: World War IIFormation of the fieldThe Servomechanisms Laboratory 1940

    The Second PhaseDrivers: Space race, computer controlSubspecialization: …

    The Third Phase?Drivers: Complex networked systems, Safe embedded systemsAutonomyRecover the holistic view

    A Perspective

  • Lund University /Automatic Control/ LIDS The Path Ahead

    Control Everywhere

    Keep graphics below the te and to the right

  • Lund University /Automatic Control/ LIDS The Path Ahead

    Accurate systems from imprecise components

    Reduce effects of disturbances and component variations

    Regulate, stabilize, and shape behavior

    Drawbacks:

    Risk of Instability

    Sensor noise is fed into the system

    The Power of Feedback

  • Lund University /Automatic Control/ LIDS The Path Ahead

    A Third Phase?

    Drivers: embedded systems, networks, biology, physics, economy ...

    Autonomous distributed systemsSensor and actuator rich systemsProvable safe design and reconfigurationCan the holistic view be recovered?

  • Lund University /Automatic Control/ LIDS The Path Ahead

    PhysicsNobel Prizes

    Dahlén 1912

    van der Meer 1984

    Instruments mega to nano

    Turbulence

    Quantum and molecular systems

  • Lund University /Automatic Control/ LIDS The Path Ahead

    Feedback is a central feature of life. The process of feedback governs how we grow, respond to stress and challenge, and regulate factors such as body

    temperature, blood pressure, and cholesterol level.The mechanisms operate at every level, from the interaction of proteins in cells to the interaction of

    organisms in complex ecologies.

    Mahlon B Hoagland and B Dodson The Way Life Works Times Books 1995

    BiologyBiology

  • Lund University /Automatic Control/ LIDS The Path Ahead

    Control

    Computing

    Communication

    MathematicsPhysics

    EngineeringBiology

    Economy

  • Lund University /Automatic Control/ LIDS The Path Ahead

    Control Computing

    Logic, languages, DES,FSM High complexity, abstractions

    Architecture

    The CS Barrier

    Feedback,Stability, ODE, PDEModerate complexity

    Robustness

    The controller

  • Lund University /Automatic Control/ LIDS The Path Ahead

    Control

    Physics

    Engineering

    Biology

    Blockdiagrams ODEs Mass, energy, momentum

    Block diagrams unsuitable for serious physical modeling

    The Physics Barrier

  • Lund University /Automatic Control/ LIDS The Path Ahead

    Automotive Climate Control

    Picture courtesy of Behr GmbH & Co.

    Audi, BMW, DaimlerCrysler, Volkswagen and their suppliers have standardized on Modelica

    Suppliers provide components and validated Modelica models based on the AirConditioning library from Modelon

    Car manufacturers evaluate complete system by simulation

    IP protected by extensive encryption

  • Lund University /Automatic Control/ LIDS The Path Ahead

    SummaryControl is a vital dynamic field

    Networked embedded systems

    Autonomy and safety

    The educational challenge

    Recover the holistic view

    CM P

    C

    C

  • Lund University /Automatic Control/ LIDS The Path Ahead

    Sanjoy’s Half Plane

    C

    M P

    C

    C

    Thanks for all your contributions!Continue to deepen insight and understanding !

    oControlA PerspectiveControl Everywhere The Power of FeedbackA Third Phase?PhysicsAutomotive Climate ControlSummarySanjoy’s Half Plane