Search Results for author: Sampath Kumar Mulagaleti

Found 4 papers, 0 papers with code

Data-Driven Synthesis of Configuration-Constrained Robust Invariant Sets for Linear Parameter-Varying Systems

no code implementations13 Sep 2023 Manas Mejari, Sampath Kumar Mulagaleti, Alberto Bemporad

We present a data-driven method to synthesize robust control invariant (RCI) sets for linear parameter-varying (LPV) systems subject to unknown but bounded disturbances.

Scheduling

Computation of safe disturbance sets using implicit RPI sets

no code implementations12 Sep 2023 Sampath Kumar Mulagaleti, Alberto Bemporad, Mario Zanon

Given a stable linear time-invariant (LTI) system subject to output constraints, we present a method to compute a set of disturbances such that the reachable set of outputs matches as closely as possible the output constraint set, while being included in it.

Computational Efficiency

Parameter Dependent Robust Control Invariant Sets for LPV Systems with Bounded Parameter Variation Rate

no code implementations5 Sep 2023 Sampath Kumar Mulagaleti, Manas Mejari, Alberto Bemporad

We present a method to synthesize parameter-dependent robust control invariant (PD-RCI) sets for LPV systems with bounded parameter variation, in which invariance is induced using PD-vertex control laws.

Scheduling

Data-driven synthesis of Robust Invariant Sets and Controllers

no code implementations18 Nov 2021 Sampath Kumar Mulagaleti, Alberto Bemporad, Mario Zanon

This paper presents a method to identify an uncertain linear time-invariant (LTI) prediction model for tube-based Robust Model Predictive Control (RMPC).

Model Predictive Control

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