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Journal ArticleDOI

Determination of Reaction Rates by the Use of Cubic Spline Interpolation

Lawrence G. Dunfield, +1 more
- 01 Sep 1972 - 
- Vol. 57, Iss: 5, pp 2178-2183
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TLDR
In this paper, the cubic spline interpolation method is used for kinetic data analysis, and its application to experimental data is demonstrated and its performance is quantitatively compared with better known but less accurate methods.
Abstract
The differential method of van't Hoff is a powerful method for kinetic data analysis if accurate rates of reaction can be found. Differentiation methods reported in the literature are inadequate, particularly when applied to data which is unequally spaced or which is subject to random error. A need is therefore expressed for a general numerical method of differentiation which can be readily applied in kinetic analysis. This paper suggests the use of the cubic spline, an interpolation method which overcomes the difficulties of other methods and gives exceptionally accurate derivatives. The theory of the cubic spline, its properties, and uses are discussed. Its application to experimental data is demonstrated and its performance is quantitatively compared with better known but less accurate methods.

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Citations
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Journal ArticleDOI

A comparison of numerical integrating algorithms by trapezoidal, Lagrange, and spline approximation

TL;DR: Two alternative algorithms based on known interpolating functions have been implemented for area calculations in the Lagrange method and the spline method and are described with numerical examples.
Journal ArticleDOI

Spline Functions in Data Analysis

TL;DR: The use of spline functions in the analysis of empirical two-dimensional data (y i, x i) is described in this paper, where the authors define spline function as piecewise polynomials with continuity conditions, which give them unique properties as empirical function.
Journal ArticleDOI

Incremental and simultaneous identification of reaction kinetics: methods and comparison

TL;DR: In this article, an incremental approach is introduced to extend the differential method, which is split in a sequence of inverse problems, thereby reducing uncertainty and computational complexity, and the performance of the incremental strategy is compared to that of the simultaneous approach which exhibits optimal statistical properties.
Journal ArticleDOI

Fe-Speciation in Kaolins: A Diffuse Reflectance Study

TL;DR: In this paper, the second derivative spectra of various Fe-phases (hematite, goethite, lepidocrocite, maghemite, akaganeite, ferrihydrite and Fe-polymer) were used to distinguish between the Fe-oxides occurring as coatings and as occluded phases.
Journal ArticleDOI

Second Derivative Infrared Spectroscopy

TL;DR: In this paper, the second derivative infrared spectroscopy was used for trace gas analysis and an algorithm was described for numerical differentiation of a digitized infrared spectrum. But the analysis of trace gases was performed by computing the second derivatives of the spectrum.
References
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Journal ArticleDOI

Smoothing by spline functions. II

TL;DR: In this paper, the authors generalize the results of [4] and modify the algorithm presented there to obtain a better rate of convergence, which is the same as in this paper.
Book

Introductory Computer Methods and Numerical Analysis

TL;DR: Introductory computer methods and numerical analysis, introduction to numerical analysis and practical applications, کشاورزی.
Journal ArticleDOI

Kinetics Analysis by Digital Parameter Estimation

TL;DR: In this paper, the problem of determining the mechanism and/or model for a chemical reaction system is considered, which ranges from the one extreme where no a priori information regarding the system representation is known, to the other extreme where much is known about the system.
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