Multi-layer health-aware economic predictive control of a pasteurization pilot plant

@article{Pour2018MultilayerHE,
  title={Multi-layer health-aware economic predictive control of a pasteurization pilot plant},
  author={Fatemeh Karimi Pour and Vicenç Puig and Carlos Ocampo‐Martinez},
  journal={International Journal of Applied Mathematics and Computer Science},
  year={2018},
  volume={28},
  pages={110 - 97}
}
Abstract This paper proposes two different health-aware economic predictive control strategies that aim at minimizing the damage of components in a pasteurization plant. The damage is assessed with a rainflow-counting algorithm that allows estimating the components’ fatigue. By using the results obtained from this algorithm, a simplified model that characterizes the health of the system is developed and integrated into the predictive controller. The overall control objective is modified by… 
View via Publisher
content.sciendo.com
14 Citations
Background Citations
6
Methods Citations
2

14 Citations

Citation Type

Citation Type

Adaptive Feedback Control for a Pasteurization Process
TLDR
An adaptive algorithm is proposed, which was obtained by starting from an observer-based control approach, and results are the obtainment of a simple PI-like controller structure, where the control parameters depend on the state of the system and are adapted online.
A survey of models of degradation for control applications
Economic Reliability-Aware MPC-LPV for Operational Management of Flow-Based Water Networks Including Chance-Constraints Programming
TLDR
An economic reliability-aware model predictive control for the management of drinking water transport networks (DWNs) using an Linear Parameter Varying (LPV) modeling approach which shows that the system reliability of the DWN is maximized compared with the other approaches.
Health-aware control design based on remaining useful life estimation for autonomous racing vehicle.
Tuning of Multivariable Model Predictive Control for Industrial Tasks
TLDR
It is shown that the discussed tuning approach makes it possible to obtain very good control quality, much better than in the most common case in which all tuning parameters are constant.
Model predictive control based on LPV models with parameter-varying delays
TLDR
This paper presents a Model Predictive Control strategy based on Linear Parameter Varying (LPV) models with varying delays affecting states and inputs that reduces the computational burden compared to the solution of a non-linear optimization problem.
Nonlinear Model Predictive Control for Processes with Complex Dynamics: A Parameterisation Approach Using Laguerre Functions
TLDR
A nonlinear MPC algorithm with on-line trajectory linearisation, which makes it possible to formulate a quadratic optimisation problem, as well as parameterisation using Laguerre functions, which reduces the number of decision variables.
Offset-free state-space nonlinear predictive control for Wiener systems
Characterisation of interval-observer fault detection and isolation properties using the set-invariance approach
Fast Real-Time Model Predictive Control for a Ball-on-Plate Process
TLDR
A fast state–space MPC algorithm is discussed, which is compared with the classical PID and LQR controllers and its main advantage is computational simplicity: the manipulated variables are found on-line using explicit formulas with parameters calculated off-line; no real-time optimization is necessary.
...
...

References

SHOWING 1-10 OF 45 REFERENCES
Health-aware Model Predictive Control of Pasteurization Plant
TLDR
This paper proposes the integration of model predictive control (MPC) with a fatigue estimation approach that minimizes the damage of the components of a pasteurization plant.
Output-feedback model predictive control of a pasteurization pilot plant based on an LPV model
In order to optimize the trade-off between components life and energy consumption, the integration of a system health management and control modules is required. This paper proposes the integration…
Enthalpy Predictive Functional Control of a pasteurisation plant based on a Plate heat Exchanger
  • T. Khadir
  • Engineering
    2007 European Control Conference (ECC)
  • 2007
TLDR
PFC in its first order as well as its higher order forms, is applied to control the pasteurisation temperature in a Plate heat Exchanger.
Control of milk pasteurization process using model predictive approach
Process Control of Pink Guava Puree Pasteurization Process: Simulation and Validation by Experiment
Recently, process control has been applied extensively in many food processes include pasteurization process. The purpose is to control and maintain the product temperature at desired value. In order…
Real-time experimental implementation of predictive control schemes in a small-scale pasteurization plant
This chapter proposes three closed-loop control topologies based on model predictive control (MPC) for a small-scale pasteurization plant . The topologies are designed taking into account the role of…
Predictive control of a high temperature–short time pasteurisation process
Modelling and identification of a high temperature short time pasteurization process including delays
In this paper, an improved mathematical model for a High Temperature Short Time (HTST) pasteurization plant is proposed. The main differences from previous models are that the four interconnected…
Modelling of a high temperature short time pasteurization process
Reliability–based economic model predictive control for generalised flow–based networks including actuators’ health–aware capabilities
TLDR
A reliability-based economic model predictive control strategy for the management of generalised flow-based networks, integrating some ideas on network service reliability, dynamic safety stock planning, and degradation of equipment health is proposed.
...
...