Model Structures and Classifications

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Questions and Answers

What type of models require process knowledge for their description?

  • Structural models
  • Nonparametric models
  • Linear models
  • Parametric models (correct)

What is a characteristic of nonparametric models?

  • They require little information about the inner structure. (correct)
  • They are only used for linear systems.
  • They are white box models.
  • They have few parameters.

What is the purpose of using separate data sets for model identification and testing?

  • To avoid over-modeling (correct)
  • To reduce the model complexity
  • To identify the model parameters
  • To test the model accuracy

What is a property of linear models?

<p>They follow the superposition property. (A)</p> Signup and view all the answers

What is the goal of model identification?

<p>To minimize the error between data and model (A)</p> Signup and view all the answers

What type of models are constructed from experimental data and are predictive in nature?

<p>Nonparametric models (B)</p> Signup and view all the answers

What is the primary consideration when developing a model?

<p>Presenting knowledge in a usable form (C)</p> Signup and view all the answers

What type of model is based on physical and chemical laws of conservation?

<p>White box model (B)</p> Signup and view all the answers

What is the characteristic of a white box model that allows it to be developed before a process exists?

<p>It is based on physical and chemical laws of conservation (B)</p> Signup and view all the answers

What is the purpose of classifying models into different types?

<p>To identify the best model for a specific application (C)</p> Signup and view all the answers

What is the state variable of a white box model?

<p>The variable whose rate of change is described by the conservation balance (D)</p> Signup and view all the answers

What is the primary advantage of white box models?

<p>They give physical insight into the process (B)</p> Signup and view all the answers

What is the equation of motion resulting from equations (2.40) and (2.42)?

<p>A∆P = m dv/dt (C)</p> Signup and view all the answers

What is the physical significance of the induction constant in the equation of motion?

<p>Proportionality constant for flow buildup (B)</p> Signup and view all the answers

What is the consequence of a fluid being subject to shear stress?

<p>The fluid undergoes continuous deformation (D)</p> Signup and view all the answers

What is the physical quantity represented by the symbol τ in equation (2.46)?

<p>Shear stress (A)</p> Signup and view all the answers

What is the characteristic of Newtonian fluids at constant pressure and temperature?

<p>Viscosity is independent of shear stress (C)</p> Signup and view all the answers

What is the analogy drawn with viscosity in the text?

<p>All of the above (D)</p> Signup and view all the answers

What is the result of heating a liquid mass flow Fm of a component i from Tinit to the boiling point Tbp and evaporating it?

<p>An increase in enthalpy flux (C)</p> Signup and view all the answers

What does the specific enthalpy Ĥ depend on?

<p>Both on the temperature and composition (D)</p> Signup and view all the answers

What does ni represent in the equation Hˆ = Hˆ (T , n , n ,...)?

<p>The number of moles of the component (A)</p> Signup and view all the answers

What is H i (T ) in the equation ∂mHˆ (T , Ci ) ∂ρHˆ (T , Ci ) ~ = H i (T )?

<p>The specific partial molar enthalpy of a component i (B)</p> Signup and view all the answers

At what temperature is the heat of formation Hi (T ) usually defined?

<p>25°C (B)</p> Signup and view all the answers

What is the unit of H i (T ) in the equation H i (T ) = H formation ,i (Tref ) + ∫ c Pmol ,i (T ) dT?

<p>Jmol⁻¹ (B)</p> Signup and view all the answers

What occurs in stagnant gas or liquid layers during conduction?

<p>Heat is passed on between molecules (B)</p> Signup and view all the answers

What determines the heat flow per unit area in conduction?

<p>Thermal conductivity and temperature gradient (D)</p> Signup and view all the answers

What is the wavelength range of electromagnetic heat radiation?

<p>Infrared range (A)</p> Signup and view all the answers

How does the energy radiated by an object change with its absolute temperature?

<p>Proportional to the fourth power of its absolute temperature (A)</p> Signup and view all the answers

What is a characteristic of a black object?

<p>It is a perfect emitter or absorber of radiation (D)</p> Signup and view all the answers

What is the unit of the Stefan-Boltzmann constant?

<p>W/m²K⁴ (B)</p> Signup and view all the answers

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