COMPILERS PRINCIPLES,TECHNICQUES AND TOOLS
This motivates us to develop a three-layer model to solve the sequential SO problem to tackle the real-time control of charging/discharging of the battery storages: 1) the finite control-symbol set layer (i.e., machine language level), where the purpose of this layer is to create a set of control symbols and define the semantic meaning for each control symbol by quantifying each control symbol with a corresponding charging/discharging rate and cost of the given BESS; 2) the formal grammar layer, where the purpose of this layer is to define the syntax for the formal language , i.e., to provide a set of regular expressions to form all correct combinations based on the finite control symbol set, furthermore, a corresponding non-deterministic finite automaton (NFA) [9,10] can be constructed to recognize all these regular expressions (i.e., the given formal language); and 3) the language generation layer (i.e., the software level), where the purpose of this layer is to discover the real-time profitable pattern from the spot price and its rolling prediction (i.e., the linguistic sources to produce the defined language) by using an intelligent algorithm (e.g., an extraneous learning algorithm) and to translate the found pattern into a sequence of control symbols (i.e., a sample of the given language) to drive the BESS. ...
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