Abstract
The Kalman filter has received a huge interest from
the industrial electronics community and has played a key role
in many engineering fields since the 70s, ranging, without being
exhaustive, trajectory estimation, state and parameter estimation
for control or diagnosis, data merging, signal processing and
so on. This paper provides a brief overview of the industrial
applications and implementation issues of the Kalman filter in six
topics of the industrial electronics community, highlighting some
relevant reference papers and giving future research trends.
the industrial electronics community and has played a key role
in many engineering fields since the 70s, ranging, without being
exhaustive, trajectory estimation, state and parameter estimation
for control or diagnosis, data merging, signal processing and
so on. This paper provides a brief overview of the industrial
applications and implementation issues of the Kalman filter in six
topics of the industrial electronics community, highlighting some
relevant reference papers and giving future research trends.
| Original language | English |
|---|---|
| Journal | I E E E Transactions on Industrial Electronics |
| Volume | 60 |
| Issue number | 12 |
| Number of pages | 16 |
| ISSN | 0278-0046 |
| DOIs | |
| Publication status | Published - 2013 |
Keywords
- Microgrid
- Kalman filter
- state estimation
- implementation issues
- industrial applications