„… model, we need a sufficient examples of matrix inversion to train the ESN. As a reference model we use …” „… loopmatrix inversionmodel. Since the ESN black-box model mimics the matrix inversion, then it must have the …” „… model (Robust ESN Matrix Inverter) does also a matrix inversion, however, it uses additional input to …”

„… : Model-inversion control ktc;acc D 0 s 1, ktc;acc D 4 s 1, neng D 2250min 1 uinj D 20mm3=cyc show a comparable …” „… rate model. A control signal for the HP-EGR-valve is given by model inversion of the HP-EGR flow …” „… model inversion of the turbocharger maps to solely control the charge-air pressure. In Moulin and …”

„… . SAE. Benz, M. (2010). Model-based optimal emission control of Diesel engines. Dissertation …” „… language. Bibliography 191 Chauvin, J., Grondin, O., and Moulin, P. (2011). Control oriented model of a …” „… ., Beck, R., Gasper, R., Vanegas, A., Peters, N., and Abel, D. (2009). Fast model predictive control for …”

„… Nexus: Challenges and Opportunities. URL: https://www.energy.gov/sites/prod/files/2014/07/f17/Water%20 …” „… Energy%20Nexu s%20Full%20Report%20July%202014.pdf, Zugriffam 06.01.2016, USA, 2014. [8] Kennway, S …” „… Long-Term Predictionsofthe IntegratedWaterCycle. URL: http://science.energy.goV/~/media/ber/pdf/workshop%20 …”

„… illustrated in Figure 2.1. In general, a distinction is made between direct and model-based methods. With the …” „… symptoms with the latter one is based on process models. The direct methods Figure 2.1: Overview of methods …” „… faults (Wolfram, 2002). In comparison, the model-based approach allows for a deeper and broader …”

„… inversion problems are defined as a Hidden-Markov-Model (HMM), with a vector valued time series as unknown …” „… ). Definition 5 (Normalized Innovation Squared [1, 19, 20]). With model definition 23 and potentially non-linear …” „… and tools for choosing the correct filter implementation including measurement models for different …”