Consider the parametric variation, external load disturbance, nonlinear friction, unpredicted and unstructured uncertainties for the practical applications, the transient and unmodelled uncertainty will be occurred.
The proposed BMA-MKGPR approach is applied to a multiphase batch polymerization process and the result comparison demonstrates that the presented method can effectively handle multiple nonlinear operating phases, between-phase transient dynamics and process uncertainty with fairly high prediction accuracies.
During power system restoration, a transient power sag represents uncertainty: it is difficult to precisely predict the start time and the duration of transient power sags.
Using this method, the measurement uncertainty of transient hot wire apparatus manufactured by each lab was determined to be less than 1.5%.
Boe et al. (2010), on the other hand, found a positive correlation in the CMIP3 AOGCMs between present-day ocean mixed-layer depths and future deep ocean warming and concluded that ocean heat uptake plays a major role in the uncertainty of transient warming, given that deep ocean warming is negatively correlated with surface temperature.
Using simulated rod drop transients, we discuss the uncertainty and bias on reactivity estimation.
The use of transient RNAi, however, introduces uncertainties regarding efficiency of knock down and reproducibility.
It focuses on how to choose the right model in applied hydraulics and considers various aspects, including the modeling and simulation of fast hydraulic transients, 3D modeling, uncertainties and multiphase flows.
Padilla, L. E., Vallis, G. K. & Rowley, C. W. Probabilistic estimates of transient climate sensitivity subject to uncertainty in forcing and natural variability.
Subsequently, the effects of the thrust resolution, transient response time and thrust uncertainty on the controller are calculated respectively.
In many cases it is insensitive to parametric uncertainty and improves transient response and steady-state error.
