Compound Annual Growth rate and further derivation from it.

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This document provides the formula for compound annual growth rates and also a derivation for how to calculate growth rate for a period when you are provided with growth rate for two different periods. After derivation of formula i have illustrated how to use the formula and alternatives for the formula. The formula derived by me also provides relationship between the growth rates for two consecutive periods

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As electricity is difficult to store, it is crucial to strictly maintain the balance between production and consumption. The integration of intermittent renewable energies into the production mix has made the management of the balance more complex. However, access to near real-time data and communication with consumers via smart meters suggest demand response. Specifically, sending signals would encourage users to adjust their consumption according to the production of electricity. The algorithms used to select these signals must learn consumer reactions and optimize them while balancing exploration and exploitation. Various sequential or reinforcement learning approaches are being considered.

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