Multiobjective Hybrid Controller Synthesis
نویسندگان
چکیده
Abst rac t . The problem of systematically synthesizing hybrid controllers that satisfy multiple requirements is considered. We present a technique, based on the principles of optimal control, for determining the class of least restrictive controllers that satisfy the most important requirement (which we refer to as safety). The system performance with respect to the lower priority requirement (which we refer to as efficiency) can then be optimized within this class. We motivate our approach by three examples, one purely discrete (the problem of reachability in finite automata) o n e hybrid (the steam boiler problem) and one primarily continuous (a flight vehicle management system).
منابع مشابه
Parallel Distributed Compensation for Takagi-Sugeno Fuzzy Models: Multiobjective Controller Design
This paper discusses multi-objective controller synthesis for the fuzzy T-S (Takagi-Sugeno) model. Various performance specifications are included. Both the state-feedback controller and the dynamic feedback controller are presented. They are in the format of a PDC (parallel distributed compensation) controller which is essentially a nonlinear controller. The controller synthesis is formulated ...
متن کاملPeriodically time-varying controller synthesis for multiobjective H2/H∞ control of discrete-time systems and analysis of achievable performance
In this paper, we propose a linear periodically time-varying (LPTV) controller synthesis approach for the multiobjective H2/H∞ control problem of discrete-time linear time-invariant (LTI) systems. By artificially regarding the LTI plant as N-periodic and applying the discrete-time system lifting, we first derive a sequence of semidefinite programmings (SDPs) indexed by N for the synthesis of su...
متن کاملNew dilated LMI characterizations for continuous-time multiobjective controller synthesis
This paper provides new dilated linear matrix inequality (LMI) characterizations for continuous-time controller synthesis. The dilated LMIs enable us to parametrize controllers without involving the Lyapunov variables in the parametrizations. Taking advantage of this feature, we can readily design multiobjective controllers with non-common Lyapunov variables, whereas we are forced to employ a c...
متن کاملVerified Hybrid Controllers for Automated Vehicles - Automatic Control, IEEE Transactions on
The objective of an Automated Highway System (AHS) is to increase the safety and throughput of the existing highway infrastructure by introducing traffic automation. AHS is an example of a large scale, multiagent complex dynamical system and is ideally suited for a hierarchical hybrid controller. We discuss the design of safe and efficient hybrid controllers for regulation of vehicles on an AHS...
متن کاملReliability based multiobjective optimization design procedure for PI controller tuning . ?
In this work, we propose an hybrid multi-objective optimization design procedure for PI controller tuning. This procedure focuses on reliability-based optimization instances, where Montecarlo methods are used to evaluate quantitatively the performance degradation of a controller, due to unexpected or unmodeled dynamics. The procedure is evaluated on a non-linear Peltier process. The presented r...
متن کامل