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Searching fundamental information in ordinary differential equations. Nondimensionalization technique

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  • J F Sánchez Pérez
  • M Conesa
  • I Alhama
  • F Alhama
  • M Cánovas

Abstract

Classical dimensional analysis and nondimensionalization are assumed to be two similar approaches in the search for dimensionless groups. Both techniques, simplify the study of many problems. The first approach does not need to know the mathematical model, being sufficient a deep understanding of the physical phenomenon involved, while the second one begins with the governing equations and reduces them to their dimensionless form by simple mathematical manipulations. In this work, a formal protocol is proposed for applying the nondimensionalization process to ordinary differential equations, linear or not, leading to dimensionless normalized equations from which the resulting dimensionless groups have two inherent properties: In one hand, they are physically interpreted as balances between counteracting quantities in the problem, and on the other hand, they are of the order of magnitude unity. The solutions provided by nondimensionalization are more precise in every case than those from dimensional analysis, as it is illustrated by the applications studied in this work.

Suggested Citation

  • J F Sánchez Pérez & M Conesa & I Alhama & F Alhama & M Cánovas, 2017. "Searching fundamental information in ordinary differential equations. Nondimensionalization technique," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-20, October.
  • Handle: RePEc:plo:pone00:0185477
    DOI: 10.1371/journal.pone.0185477
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    Cited by:

    1. Juan Francisco Sánchez-Pérez & Manuel Conesa & Iván Alhama & Manuel Cánovas, 2020. "Study of Lotka–Volterra Biological or Chemical Oscillator Problem Using the Normalization Technique: Prediction of Time and Concentrations," Mathematics, MDPI, vol. 8(8), pages 1-16, August.
    2. Juan Francisco Sánchez-Pérez & Santiago Oviedo-Casado & Gonzalo García-Ros & Manuel Conesa & Enrique Castro, 2024. "Understanding Complex Traffic Dynamics with the Nondimensionalisation Technique," Mathematics, MDPI, vol. 12(4), pages 1-14, February.
    3. José Antonio Jiménez-Valera & Francisco Alhama, 2022. "Dimensionless Characterization to Estimate Horizontal Groundwater Velocity from Temperature–Depth Profiles in Aquifers," Mathematics, MDPI, vol. 10(15), pages 1-19, August.

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