A New Parameter Estimation Method for DSC Thermodynamic Property Evaluation - Part I: Analytic Development
نویسندگان
چکیده
A lumped heat transfer model and parameter estimation technique are proposed for determining key parameters associated with a heat flux Differential Scanning Calorimeter (DSC). Part I of this two-part paper focuses on developing the mathematical model and describing the proposed parameter estimation technique. Part II presents the numerical implementation using a conventional Runge-Kutta method with results indicating the merit of the proposed parameter estimation method. In this part, the physical model is derived, and simplifying assumptions are presented. The resulting heat transfer model requires the simultaneous resolution of two conduction and two radiation parameters, and one time-dependent function using two concurrent temperature data streams emanating from the container plates in the device. The unknown functions of interest include the furnace temperature which is expanded into a finite series involving predefined basis functions each having a corresponding unknown expansion coefficient. The resulting system of initial-value problems is linearized using quasilinearization. Each dependent variable is then decomposed into a series of baseline and sensitivity functions. A least-squares minimization method is introduced using the collected data streams to determine the parameters at the updated iterate. The iterative process is continued until convergence takes place for all system parameters. This paper highlights the modeling and algorithm aspects associated with resolving these parameters.
منابع مشابه
A New Parameter Estimation Method for DSC Thermodynamic Property Evaluation - Part II: Runge-Kutta Implementation and Numerical Results
A lumped heat transfer model and parameter estimation technique are proposed for determining key parameters associated with a heat flux Differential Scanning Calorimeter (DSC). The development of a mathematical algorithm utilizing this model and technique is illustrated in Part I of this two-part paper. In Part II, a computational algorithm which has been constructed for the proposed method is ...
متن کاملEvaluation of estimation methods for parameters of the probability functions in tree diameter distribution modeling
One of the most commonly used statistical models for characterizing the variations of tree diameter at breast height is Weibull distribution. The usual approach for estimating parameters of a statistical model is the maximum likelihood estimation (likelihood method). Usually, this works based on iterative algorithms such as Newton-Raphson. However, the efficiency of the likelihood method is not...
متن کاملThe Mathematical Method and Thermodynamic Approaches to Design Multi-Component Refrigeration used in Cryogenic Process Part II: Optimal Arrangement
A refrigeration cycle is a chain of various pieces of equipment including compressors, condensers, evaporators, and expansion devices each of which takes on a particular thermodynamic process duty in the cycle that eventually results in the production of the required refrigeration. The results of optimized mixed refrigerant cycles (MRCs) in Part I show that the configuration of MRC is an eff...
متن کاملParameter Estimation of Some Archimedean Copulas Based on Minimum Cramér-von-Mises Distance
The purpose of this paper is to introduce a new estimation method for estimating the Archimedean copula dependence parameter in the non-parametric setting. The estimation of the dependence parameter has been selected as the value that minimizes the Cramér-von-Mises distance which measures the distance between Empirical Bernstein Kendall distribution function and true Kendall distribution functi...
متن کاملMathematical Method and Thermodynamic Approaches to Design Multi-Component Refrigeration Used in Cryogenic Process Part I: Optimal Operating Conditions
Abstract: Minimizing the work consumed in refrigeration system is the most effective measure to reduce the cost of products in sub-ambient chemical processes. The introduction of mixed working fluids into refrigeration system in place of pure working fluids is a recent advancement applied in the field. Due to the lack of systematic design method for Mixed Refrigerant Cycle (MRC), conventional a...
متن کامل