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Penalty parameters update constants 0<θ<1 and τ>1.
This step will prevent an unnecessary parameters update that may alter the current performance of the operational network.
The adoption of fractional order parameters update law and nonlinear feedback has added more degree of freedom to controllers, which leads to a larger range of application.
Although mainly not significant, the results obtained by the variable ICD and DOF blur are likely due to a noticeable delay in the parameters update.
Based on the Lyapunov stability theorem, an adaptive controller and the corresponding parameters update laws are designed to synchronize two chaotic systems.
First, the nonlinear model of EHLS is developed, and then a Lyapunov-based control algorithm augmented with parameters update law is developed using back-stepping design method.
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The proposed SP-VMP algorithm can provide closed-form expressions for parameters updating.
where represents current working state of the i th PU. (3) Parameters Updating.
Thereby, the number of parameters updated online for the entire discrete-time system is reduced to only one.
Considering the limited computation resources, an implementation mode based on off-line parameter optimization, period parameters updating and on-line load forecasting is proposed.
In addition to generating optimal parameters it allows the user to experiment with their own values for the parameters, updating the graphs and volume and error estimates accordingly.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com