IDMEC Institute of Mechanical Engineering, Instituto Superior Técnico, University of Lisbon
Experiment 3: Replicate 1 (2009-05-18)
Example model and part of Experiment 3 experiment
Growth data - experimental replicates - example
Description
(no description provided)
Measured data (9 lines)
| X | Y | Z | Note |
|---|---|---|---|
| 0.0 | 0.067 | -2.7030626596 | 6.607 |
| 1.0 | 0.157 | -1.8515094736 | |
| 2.0 | 0.396 | -0.9263410677 | 6.499 |
| 3.0 | 0.962 | -0.0387408283 | |
| 4.0 | 1.828 | 0.603222473 | |
| 5.0 | 1.996 | 0.6911451779 | 5.558 |
| 6.0 | 2.032 | 0.7090205297 | 5.334 |
| 7.0 | 1.952 | 0.668854488 | 5.183 |
| 25.6 | 1.84 | 0.6097655716 | 5.041 |
Manual Regression Results
| Equation | Space | Params | A + Bx | log | A=-2.66835,B=0.842534 |
|---|
Proxy Models (4)
| Model | Params | RMSE | Note | ||
|---|---|---|---|---|---|
| Gompertz | A=, λ=, μ max.= | goto | |||
| Baranyi | h0=0.055376, m=3.812492, μ max.=0.915316, v=10.0, y0=-2.703063, ymax=0.747421 | 0.00816 | goto | download .csv | |
| Logistics | A=3.965866, λ=-0.137146, μ max.=1.096424 | 0.08937 | goto | download .csv | |
| Richards | A=5.740252, λ=-1.994899, μ max.=1.209509, v=5.674588 | 0.04953 | goto | download .csv |
Click here for the definition of RMSE
Root Mean Square Error (RMSE):
For more information: link to Wikipedia article