Developing a probabilistic model of the arm

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Reference no: EM132123552

Probabilistic analysis of the musculoskeletal forces in the arm

In this assignment, you are tasked with developing a probabilistic model of the arm, to assess the influence of input variability on the predicted joint contact and muscle forces.

Requirements:

You are required to submit an excel spreadsheet (submitted electronically) containing your calculation of:

1. A deterministic solution of the predicted joint contact and muscle forces for entire range of motion

2. The range of joint contact and muscle forces as predicted from the Monte Carlo simulation at a flexion angle of 90 degrees

3. An assessment that sufficient number of Monte Carlo analyses have been performed to capture the range in the predicted forces.

4. An assessment of the task feasibility performed by comparing the calculated muscle stress with its admissible value.

5. An assessment of which parameter(s) have the greatest influence on the predicted joint contact force.

You are also required to submit a report (of approximately 10 A4 pages) that covers:

1. A summary of the deterministic results

2. A review of the Monte Carlo simulation results highlighting:
a. the range in the predicted muscle and joint contact forces
b. the most significant variables that influence these forces.

3. A discussion of how you assessed whether sufficient Monte Carlo trials had been performed

4. A review of potential limitations of this technique to more complex musculoskeletal models.

Attachment:- Assignment.zip

Reference no: EM132123552

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Reviews

urv2123552

10/26/2018 4:34:36 AM

Firstly I would like to thank you to the expert who did this assignment.. and secondly I want to thank here... the assignment I will definitely get good marks as it is perfectly done... Thank you all for the best efforts. THanks for the solution, am going to give you more assignments in future and also will do some publicity in my friends' group to take your help whenever required. I appreciate your help.

urv2123552

10/26/2018 4:32:44 AM

Model of the arm: A simple 2D representation of the arm (figure 1) should be used for this assignment, based on a model originally developed by A. Amis (Dowson, 1981) . You are required to calculate the muscle and joint contact forces for flexion angles between 30 and 150 degrees under the assumption of quasi-static elbow flexion . The muscle load sharing problem is solved assuming uniform stresses among the agonist muscles (i.e. biceps, brachialis and brachioradialis). The admissible muscle stress at optimal muscle length, which corresponds to a 30° elbow flexion, is 35 MPa. Changes of admissible muscle stress at different elbow angles are reported in Figure 2 (the corresponding table is in the appendix).

len2123552

9/26/2018 10:20:55 PM

Please use the “Assignment_II_template.xlsx”, also attached, to report your results. The template contains different sheets named Q1, Q2, Q3, Q4, Q5, MC_input and MC_outputs. Each sheet is intended to provide you with a standard way of reporting your results for questions 1 to 5 and for the Monte Carlo inputs (MC_input) and output (MC_outputs). Each sheet contains a header for the data you are asked to report.

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