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To further incorporate the constraints on the system outputs as well as control-input rates into feedback design, we utilize the moving horizon control strategy.
Finally, an uncertainty analysis is implemented based on Monte Carlo simulations to show the statistical performance of system outputs as well as the probability of failure of system constraints.
Therefore, R represents the ratio of the rate of change in the system outputs as follows: The external equivalence of MCC was achieved for each parameter set (see Supplementary Methods (section S2)).
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Take voltage angles of buses 1, 3, 5, and 15 as system outputs at a data length of N =1,500).
On the basis of a model of the controlled system and an estimate of its current state, an MPC controller first computes the sequence of control inputs that will bring the system output as close as possible to the reference over a given time horizon.
The goal is to retain the system output as close as possible to a reference input, which represents the desired service level specified by the administrator.
As we have shown in Section 3, if the number of symbols in one block is equal to or the maximum number of iterations is equal to, then the system outputs the same performance as ATR scheme in [12].
We propose the Bayesian calibration of computer model mixture method which relies on the idea of representing the real system output as a mixture of the available computer model outputs with unknown input dependent weight functions.
This paper develops a set of simplified dynamical models with which to explore the conditions under which division of labor leads to optimized system output, as measured by the rate of production of a given product.
Using the key term separation technique to express the system output as a linear combination of the system parameters, the system is decomposed into several subsystems with fewer variables, and then a hierarchical least squares (HLS) algorithm is developed for estimating all parameters involving in the subsystems.
The fixed-point system is modeled by the infinite precision version of the system and a single noise source located at the system output as shown in Figure 2.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com