ENME 403: Model Identifiability - Model identification - Management Assignment Help

Assignment Task:

Task:

The field of model identifiability can be divided into two categories: theoretical (or structural) and practical.

Theoretical model identifiability assumes continuous perfect data that delineates each model role and is in agreement with the model behaviour. This becomes valuable when models become large. After a series of mathematical transforms it effectively tests whether any modelled behaviour can be described by variance in two or more parameters. i.e. if we had a model:

X t = f θ, X, Y, Φ,t

Structural model identifiability analyses would correctly identify non-unique model parameter roles if:

∂X(t)
∂θ1 = ∂X t ∂f(θ2,3,...,n)

or if:

∂X t
∂θ1 = ∂X t ∂f(θ2, θ3,4,...,n)
etc.

Evaluating these model roles are a quite complex process, even when using software provided by the authors of the method.

Background

Model Identifiability

In this case, we will analyse a simple 2 compartment model:

h? 1 = Q t A1 − k1h1

h? 2 = k1h1 RA− k2h2

where: h1 and h2 two are the heights of fluid in two tanks, k1 and k2 are known parameters that define clearance of the tank proportional to the heights. The area of the tank A1 is unknown; RA is a combined parameter defining ratio of areas, and content of fluid that enters second tank; it is also unknown. We want to find A1

and RA as a function of some input Q(t) at 0.1 hours, and have perfect data in h2.

This ENME 403:   Management Assignment has been solved by our Management Experts at My Uni Paper. Our Assignment Writing Experts are efficient to provide a fresh solution to this question. We are serving more than 10000+ Students in Australia, UK & US by helping them to score HD in their academics. Our Experts are well trained to follow all marking rubrics & referencing style.

Be it a used or new solution, the quality of the work submitted by our assignment experts remains unhampered. You may continue to expect the same or even better quality with the used and new assignment solution files respectively. There’s one thing to be noticed that you could choose one between the two and acquire an HD either way. You could choose a new assignment solution file to get yourself an exclusive, plagiarism (with free Turnitin file), expert quality assignment or order an old solution file that was considered worthy of the highest distinction.