Comparing theory predictions with practical results of mass/spring/damper system

In summary, it is expected that there will be some differences between theoretical predictions and experimental data, but these differences should not be significant and should be carefully examined and addressed in order to improve the accuracy of the theoretical model.
  • #1
Jowin86
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Homework Statement



Compare theoretical predictions for frequency response of a mass spring damper system with analytical test data.

1.) Carry out free response tests and use data to calculate damping ratio, damped and natural frequencies and damping coefficient and spring stiffness.

2.) model the system and derive equation of motion, put into standard form and use solution to show which equation to use for magnification factor.

3.) plot theoretical frequency response graphs

4.) carry out forced response tests and use data to calculate magnification factor, frequency ratio and phase lag.

5.) plot the forced tests on the same graph as theoretical.

6.) compare the two

Homework Equations



lots...

The Attempt at a Solution



I have completed all of the above. My query is that when plotting the two sets of data on my graphs i find that the magnification factor values for the test data are a LOT lower than the theory. I was expecting a bit lower because the theory doesn't account for friction etc but not this much lower.

So my question i guess is: When comparing practical with theory is it usual for the two to differ greatly or just marginally?
 
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  • #2


it is important to always compare theoretical predictions with experimental data in order to validate the accuracy of the theory. In the case of a mass spring damper system, it is expected that there will be some differences between the theoretical and experimental results, as the theoretical model does not always account for all real-world factors such as friction and other sources of energy loss.

However, the extent of the differences between the two sets of data should not be significant. If the magnification factor values for the test data are a lot lower than the theoretical values, it is important to carefully examine the experimental setup and data collection methods to ensure that there are no errors or sources of variability that could be skewing the results.

It is also important to consider the limitations of the theoretical model and whether it accurately represents the real-world system being studied. If the theoretical model is not a good fit for the experimental data, it may be necessary to revise the model or consider alternative explanations.

Ultimately, the goal is to have the theoretical and experimental results closely match each other, within a reasonable margin of error. Any significant discrepancies should be carefully investigated and addressed in order to improve the accuracy and validity of the theoretical model.
 

1. How accurate are the theoretical predictions compared to the practical results of a mass/spring/damper system?

The accuracy of theoretical predictions depends on the assumptions and simplifications made in the mathematical model. In reality, there may be factors that are not considered in the theoretical model, leading to differences between the predicted and practical results. However, with proper calibration and consideration of external factors, the theoretical predictions can be quite accurate.

2. What are the main factors that affect the accuracy of theoretical predictions in a mass/spring/damper system?

The main factors that affect the accuracy of theoretical predictions include the precision of the initial conditions, the assumptions and simplifications made in the mathematical model, and external factors such as friction and damping. Additionally, the quality and precision of the experimental setup also play a significant role in the accuracy of practical results.

3. Can the results of a mass/spring/damper system be completely predicted by theory?

No, the results of a mass/spring/damper system cannot be completely predicted by theory. This is because there may be external factors that are not considered in the theoretical model, leading to differences between predicted and practical results. However, with proper calibration and consideration of external factors, the theoretical predictions can be quite accurate.

4. How can the theoretical predictions be validated against practical results in a mass/spring/damper system?

The theoretical predictions can be validated against practical results by conducting experiments and comparing the results with the theoretical predictions. Additionally, the precision of the experimental setup can be improved to minimize external factors and increase the accuracy of the practical results. Calibration of the theoretical model can also be done by adjusting the assumptions and simplifications to better match the practical results.

5. Are there any limitations to the theoretical predictions in a mass/spring/damper system?

Yes, there are limitations to the theoretical predictions in a mass/spring/damper system. These limitations include the assumptions and simplifications made in the mathematical model, which may not fully capture the complexities of the real-world system. Additionally, the precision of the initial conditions and the experimental setup can also affect the accuracy of the theoretical predictions. Therefore, it is important to carefully consider these limitations when comparing theoretical predictions with practical results.

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