IEEE Access (Jan 2020)

Construction of an Energy Saving Model Based on FA and Its Applications for Detection of Battery Power Consumption

  • Qinge Wu,
  • Zhiyuan Ma,
  • Wen Chen,
  • Canlin Li,
  • Hu Chen

DOI
https://doi.org/10.1109/ACCESS.2020.2981371
Journal volume & issue
Vol. 8
pp. 54522 – 54534

Abstract

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Although some algebraic theories such as partial order set, lattice and their properties on fuzzy set had been studied, these algebraic theories on fuzzy automata (FA) have not been discussed at present. For saving the energy of the battery so as to make it play the best performance, this paper proposes first an algebraic system on a finite-state deterministic fuzzy automaton (FDFA), including the partial order set, lattice and its properties. Second, this paper constructs a detection model system to monitor the consumption of battery power, and the detection model consists of four parts, as well as including supervision function network and decision-making process. Third, this paper gives the whole dynamic process of consumption and consumption rate of battery power, as well as discusses the comparison of the detection accuracy of between the detection model and other detection methods in the battery power consumption by simulation. Through the homomorphism and the isomorphic mapping of the lattice, the partial state of the FDFA is studied to realize the function of the whole state. These research results will provide a theoretical reference, system modeling and application background for many departments such as control, detection, tracking, identification and so on.

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