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Lecture 9 – Modeling, Simulation, and Systems Engineering

EE392m - Spring 2005 GorinevskyControl Engineering9-1 Lecture 9 modeling , Simulation, and Systems Engineering Development steps Model-based control Engineering modeling and simulation Systems platform: hardware, Systems software. EE392m - Spring 2005 GorinevskyControl Engineering9-2 Control Engineering Technology Science abstraction concepts simplified models Engineering building new things constrained resources: time, money, Technology repeatable processes Control platform technology Control Engineering technologyEE392m - Spring 2005 GorinevskyControl Engineering9-3 Controls development cycle Analysis and modeling Control algorithm design using a simplified model System trade study - defines overall system design Simulation Detailed model: physics, or empirical, or data driven Design validation using detailed performance model System development Control application software Real-time software platform Hardware platform Validation and verification Performance against initial specs Software verification Certification/commissioningEE392m - Spring 2005 GorinevskyControl Engineering9-4 Algorithms/Analysis Much more than real-tim

– Modeling and simulation could take 80% of control analysis effort. • Model is a mathematical representations of a system ... – data collected in a steady state regime for various combinations of parameters elb–2aD t-• NN map – approximation of the experimental map

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