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SS-SAMP can adaptively adjust the step size.
The main contribution of our work is as follows: SS-SAMP can adaptively adjust the step size.
It also covers how to adjust the step if it is not going well, and how the business can leverage the output from each step.
As the outlined algorithm will not adjust the step size to the slope of the objective, the convergence speed will be reduced dramatically.
The proposed intelligent MPPT algorithm based on extension theory can automatically adjust the step size to track the PV array maximum power point (MPP).
Moreover, the system was built to have the capacity to adjust the step-size parameter in the normalized LMS algorithm from one iteration to the next.
A fuzzy-logic (FL) tuning unit is designed to adjust the step size of the CMA, and the potential benefits of using this adaptive step size approach are investigated.
The MPPT uses Fuzzy Logic to adjust the step length of the incremental conductance method, so as to remedy the defects in the traditional fixed step method, and to make the solar panel output reach the maximum power point position rapidly and stably.
When this happens, we adaptively adjust the step size within a certain range according to the gradient value.
This gives us a recipe to adjust the step size from one integration step to the next and, hence, the last key ingredient of a functional second-derivative ODE solver (see Section S2 and Figure S1B of the Additional file 1 and Additional file 2 for details).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com