Model-Based Aeroengine Nonlinear Transient Control

2021 ◽  
pp. 129-184
Author(s):  
Jiqiang Wang ◽  
Weicun Zhang ◽  
Zhongzhi Hu
Author(s):  
Shahid Mahmood ◽  
Ian A. Griffin ◽  
Peter J. Fleming ◽  
Arthur J. Shutler

The Rolls-Royce Inverse Model (RRIM) controller is a nonlinear, model-based fuel control algorithm. This paper compares the model-based design procedures and resulting performance of RRIM control to those of Classical Gain Scheduled (CGS) control for a three-spool gas turbine. It was observed that similar performance levels can be achieved using the RRIM with a significant decrease in tuning effort and design time when compared to CGS control. The RRIM controller also showed improved performance for the case of transient control. The paper indicates how and why the RRIM controller is robust across the operating envelope and highlights the practical advantages it affords to the industrial designer.


Author(s):  
Sergio Perez-Roca ◽  
Julien Marzat ◽  
Helene Piet-Lahanier ◽  
Nicolas Langlois ◽  
Marco Galeotta ◽  
...  

Author(s):  
Cecilia Cannavo` ◽  
Roberto Cipollone ◽  
Silvio Antonio Pinamonti ◽  
Antonio Sciarretta

In this paper it has been demonstrated as the closed loop air fuel ratio (A/F) control system, equipped with a linear oxygen sensor (UEGO), can be improved with an innovative reformulation of the fuel injection control by means of a model based approach. The A/F control, within a rigorous speed-throttle logic (which avoids the use of the air flow-meters and of the pressure sensors inside the intake manifolds), can be designed using a Luenberger-type observer which includes the dominant dynamics of air, fuel and oxygen lambda sensor. The control has been developed and experimented on a research one-cylinder spark ignited engine (AVL 5401). The air mass reference can be supplied either by a stationary map, or, in substitution, by a physical gas dynamic code (Method of Transfer Function, MTF) which is able to compute cycle by cycle the pressure pumping fluctuation and the cylinder filling (volumetric efficiency) giving rise to an effective estimate of the volumetric efficiency during transients, avoiding in this way the use of experimental stored data. The experimental campaign on AVL 5401 has tested the control performances in transient conditions determined by moderate and severe unsteady maneuvers concerning both the load and the engine speeds, demonstrating the robustness of the proposed observer-based control strategy and the possibility to replace the map with the MTF code. The control is able to keep the A/F in the most part of transients around the stoichiometric, with transient control errors bounded within 3–4% in presence of critical throttle maneuvers which are more severe than in the usual operative conditions.


Perception ◽  
1986 ◽  
Vol 15 (4) ◽  
pp. 443-460 ◽  
Author(s):  
Robert A Smith ◽  
Peter Cass

The detectability of pairs of flashed lines was investigated as a joint function of their separation in both space and time. In contrast to previous studies of contrast interactions as a function of either spatial or temporal separation alone, the predominant interaction is not lateral inhibition, but a delayed facilitation. A quantitative model based on probability summation between lateral-inhibitory detectors does not appear able to account for these results. Two related explanations are suggested: either a motion detection system or the nonlinear ‘transient’ subsystem is being tapped.


2017 ◽  
Vol 89 ◽  
pp. 83-92 ◽  
Author(s):  
Kuan Lu ◽  
Yushu Chen ◽  
Qingjie Cao ◽  
Lei Hou ◽  
Yulin Jin

2020 ◽  
Vol 43 ◽  
Author(s):  
Peter Dayan

Abstract Bayesian decision theory provides a simple formal elucidation of some of the ways that representation and representational abstraction are involved with, and exploit, both prediction and its rather distant cousin, predictive coding. Both model-free and model-based methods are involved.


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