Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter
In nature, the DC-DC converter deals with high switching phenomenon that contributes to the higher conduction losses. Its operation conventionally associated with PI/PID controller in order to meet the desired output. To increase the DC-DC converter performance, an advanced controller has been propo...
| Main Authors: | , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
IEEE
2017
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/18244/ http://umpir.ump.edu.my/id/eprint/18244/1/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter.pdf http://umpir.ump.edu.my/id/eprint/18244/2/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter%201.pdf |
| _version_ | 1848820625919967232 |
|---|---|
| author | Erliza, Serri Abu Zaharin, Ahmad |
| author_facet | Erliza, Serri Abu Zaharin, Ahmad |
| author_sort | Erliza, Serri |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | In nature, the DC-DC converter deals with high switching phenomenon that contributes to the higher conduction losses. Its operation conventionally associated with PI/PID controller in order to meet the desired output. To increase the DC-DC converter performance, an advanced controller has been proposed. However, it is deals with complex algorithm that made the controller cost higher. In this paper, the short prediction horizon of MPC using search tree optimization that generates low switching phenomenon is proposed. The optimal problem is being solve using on-line to reduce the computational effort. The Kalman filter is then used for load estimation. This control approach for DC-DC converter has produced the promising output transient performance when compared with conventional PI controller while also minimizing the switching losses phenomenon. |
| first_indexed | 2025-11-15T02:12:26Z |
| format | Conference or Workshop Item |
| id | ump-18244 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T02:12:26Z |
| publishDate | 2017 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-182442018-07-19T04:01:42Z http://umpir.ump.edu.my/id/eprint/18244/ Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter Erliza, Serri Abu Zaharin, Ahmad TK Electrical engineering. Electronics Nuclear engineering In nature, the DC-DC converter deals with high switching phenomenon that contributes to the higher conduction losses. Its operation conventionally associated with PI/PID controller in order to meet the desired output. To increase the DC-DC converter performance, an advanced controller has been proposed. However, it is deals with complex algorithm that made the controller cost higher. In this paper, the short prediction horizon of MPC using search tree optimization that generates low switching phenomenon is proposed. The optimal problem is being solve using on-line to reduce the computational effort. The Kalman filter is then used for load estimation. This control approach for DC-DC converter has produced the promising output transient performance when compared with conventional PI controller while also minimizing the switching losses phenomenon. IEEE 2017-03 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/18244/1/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter.pdf pdf en http://umpir.ump.edu.my/id/eprint/18244/2/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter%201.pdf Erliza, Serri and Abu Zaharin, Ahmad (2017) Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter. In: IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS 2016) , 22 October 2016 , UniversIti Teknologi Mara Shah Alam, Malaysia. pp. 219-224.. ISBN 978-1-5090-4186-2 (Published) http://ieeexplore.ieee.org/abstract/document/7885318/ |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Erliza, Serri Abu Zaharin, Ahmad Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter |
| title | Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter |
| title_full | Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter |
| title_fullStr | Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter |
| title_full_unstemmed | Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter |
| title_short | Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter |
| title_sort | comparative study of short prediction mpc-kf with pi controller for dc-dc buck converter |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/18244/ http://umpir.ump.edu.my/id/eprint/18244/ http://umpir.ump.edu.my/id/eprint/18244/1/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter.pdf http://umpir.ump.edu.my/id/eprint/18244/2/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter%201.pdf |