Sentence examples for based on models identified from inspiring English sources
The design of Fault Detection and Isolation (FDI) systems is generally based on models identified by minimizing adjustment error.
Furthermore, we compare the performance of Model Predictive Controllers, based on models identified from closed-loop data using the different subspace algorithms, in the control of the Wood Berry distillation column.
In recent work [9], we developed a retrieval mechanism based on requirement models identified using goal analysis.
An MPC strategy is developed for this type of system based on linear models identified from data obtained from a first-principles model of the VCC.
Several studies both in human and based on mouse models identified some regions of human chromosome 21 (Hsas1) as linked to cognitive deficits.
Feedback control theory has also been used to adjust VM resource allocations, which are often based on models trained to identify the system and build the controller [26 29].
Based on the model identified in a recent experiment Bassett et al. (2014), numerical simulation shows that arbitrarily precise control of the spin dynamics can be achieved through our multi-optical-pulse control scheme, while the control speed is still kept at the nanosecond scale.
Figure 4, G–I presents these profile LOD scores, based on the model identified with the stepwise QTL analysis using the SLOD statistic.
Lastly, the final model was identified based on model comparison.
Simulation studies on a heavy oil fractionator example show that the proposed FDI methodology based on identified models can be used to effectively distinguish between sensor biases, actuator biases and other soft faults caused by changes in unmeasured disturbance variables.
The control designs are (1) feedback linearization with measured outputs, (2) gain-scheduling IMC (internal model control) based on identified model, (3) PI control with an adaptive gain based on a static gain model, and (4) state feedback with state estimation by a nonlinear high-gain observer.
