Conference item
Data assimilation approach to analysing systems of ordinary differential equations
- Abstract:
- The problem of parameter fitting for nonlinear oscillator models to noisy time series is addressed using a combination of Ensemble Kalman Filter and optimisation techniques. Encouraging preliminary results for acceptable sampling rates and noise levels are presented. Application to the understanding and control of tokamak nuclear reactor operation is discussed.
- Publication status:
- Published
- Peer review status:
- Peer reviewed
Actions
Access Document
- Files:
-
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(Accepted manuscript, pdf, 997.5KB)
-
- Publisher copy:
- 10.1109/ISCAS.2018.8351751
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Authors
Funding
Culham Centre for Fusion Energy
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Bibliographic Details
- Publisher:
- Institute for Electrical and Electronics Engineers Publisher's website
- Journal:
- IEEE International Symposium on Circuits and Systems (ISCAS 2018) Journal website
- Host title:
- IEEE International Symposium on Circuits and Systems
- Publication date:
- 2018-05-04
- Acceptance date:
- 2018-01-15
- DOI:
- ISSN:
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0271-4310
- Source identifiers:
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950550
- ISBN:
- 9781538648810
Item Description
- Pubs id:
-
pubs:950550
- UUID:
-
uuid:bd069005-e727-4843-b121-05de53b059c0
- Local pid:
- pubs:950550
- Deposit date:
- 2018-12-11
Terms of use
- Copyright holder:
- Institute for Electrical and Electronics Engineers
- Copyright date:
- 2018
- Notes:
- © 2018 IEEE. This is the accepted manuscript version of the article. The final version is available online from Institute for Electrical and Electronics Engineers at: https://doi.org/10.1109/ISCAS.2018.8351751
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