Data-Driven Approximated Optimal Control for Chemical Processes with State and Input Constraints
نویسندگان
چکیده
منابع مشابه
Optimal Control with Fuzzy Chance Constraints
In this paper, a model of an optimal control problem with chance constraints is introduced. The parametersof the constraints are fuzzy, random or fuzzy random variables. Todefuzzify the constraints, we consider possibility levels. Bychance-constrained programming the chance constraints are converted to crisp constraints which are neither fuzzy nor stochastic and then the resulting classical op...
متن کاملAn interior penalty method for optimal control problems with state and input constraints of nonlinear systems
This paper exposes a methodology to solve state and input constrained optimal control problems for nonlinear systems. In the presented ‘interior penalty’ approach, constraints are penalized in a way that guarantees the strict interiority of the approaching solutions. This property allows one to invoke simple (without constraints) stationarity conditions to characterize the unknowns. A construct...
متن کاملFault-Tolerant Control of a Nonlinear Process with Input Constraints
A Fault-Tolerant Control (FTC) methodology has been presented for nonlinear processes being imposed by control input constraints. The proposed methodology uses a combination of Feedback Linearization and Model Predictive Control (FLMPC) schemes. The resulting constraints in the transformed process will be dependent on the actual evolving states, making their incorporation in the de...
متن کاملA Optimal control with pure state constraints
The first section provides additional background on solving control problems with pure state constraints. Section B contains proofs, derivations, and the analysis of the Hotelling-like policy in the main text. Section C describes the numerical example’s calibration and solution. Section D adapts the carbon dioxide (CO2) decay model of Golosov et al. (2014) to our setting and demonstrates that t...
متن کاملOptimal control of linear, stochastic systems with state and input constraints
In this paper we extend the work presented in the papers [1–3] where we considered optimal control of a linear, discrete time system subject to input constraints and stochastic disturbances. Here we basically look at the same problem but we additionally consider state constraints. We discuss several approaches for incorporating state constraints in a stochastic optimal control problem. We consi...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Complexity
سال: 2019
ISSN: 1076-2787,1099-0526
DOI: 10.1155/2019/1396913