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System Identification Building models from experimental data

System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

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Page 1: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

System Identification

Building models from experimental data

Page 2: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

the story of Ceres

Page 3: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

1 Jan, 1801

Page 4: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

1 Jan, 1801

Giuseppe Piazzi

Page 5: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification
Page 6: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification
Page 7: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification
Page 8: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification
Page 9: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification
Page 10: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

Data: Piazzi’s 20 observations

Page 11: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification
Page 12: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

Model: Johannes Kepler

Page 13: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

Cost function: least squares

Page 14: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

1 Jan, 1802

Validation: Franz Xaver von Zach

Page 15: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification
Page 16: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

1 Jan, 1802

Page 17: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification
Page 18: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

System Identification

Building models from experimental data

Page 19: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

Tacoma Narrows Bridge

Page 20: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification
Page 21: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

Millau Viaduct

Page 22: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

Wright Brothers

Page 23: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

Airbus A380

Page 24: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification
Page 25: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification

System Identification at VUB-ELEC

Page 26: System Identification - homepages.vub.ac.behomepages.vub.ac.be/~pdreesen/edu/thestoryofceres.pdf · Tacoma Narrows Bridge. Millau Viaduct. Wright Brothers. Airbus A380. System Identification