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Everything about Eigensystem realization algorithm

The Eigensystem realization algorithm (ERA) is a system identification technique popular in civil engineering, in particular in structural health monitoring. ERA can be used as a modal analysis technique and generates a system realization using the time domain response (multi-)input and (multi-)output data. The ERA was proposed by Juang and Pappa and has been used for system identification of aerospace structures such as the Galileo spacecraft, turbines, civil structures and many other type of systems. Wikipedia →

🧭 Start here: a 6-step reading path

  1. Read the overview: Eigensystem realization algorithmA 5-minute orientation
  2. Skim a recent paper: Automatic modal identification via eigensystem realization algorithm with improved stabilization diagram techniqueInfluential work since 2022
  3. Pick up a classic book: Eigensystem realization algorithm user's guide for VAX/VMS computersThe most-reprinted book on the subject
  4. Read the landmark paper: An eigensystem realization algorithm for modal parameter identification and model reductionCited 2,312 times
  5. Go sideways: Realization (systems)A closely related topic
  6. Go sideways: Ensemble Kalman filterA closely related topic

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🗂️ The subject at a glance

  1. Uses in structural engineering
  2. Algorithm
  3. Example

🏆 Landmark papers (most cited)

🆕 Influential since 2022

📚 Books worth reading

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