FPGAs in Industrial Control Applications.pdf (962.84 kB)
FPGAs in Industrial Control Applications
journal contribution
posted on 2023-08-30, 13:50 authored by Eric Monmasson, Lahoucine Idkhajine, Marcian N. Cirstea, Imene Bahri, Alin Tisan, Mohamed W. NaouarThe aim of this paper is to review the state-of-the-art of Field Programmable Gate Array (FPGA) technologies and their contribution to industrial control applications. Authors start by addressing various research fields which can exploit the advantages of FPGAs. The features of these devices are then presented, followed by their corresponding design tools. To illustrate the benefits of using FPGAs in the case of complex control applications, a sensorless motor controller has been treated. This controller is based on the Extended Kalman Filter. Its development has been made according to a dedicated design methodology, which is also discussed. The use of FPGAs to implement artificial intelligence-based industrial controllers is then briefly reviewed. The final section presents two short case studies of Neural Network control systems designs targeting FPGAs.
History
Refereed
- Yes
Volume
7Issue number
2Page range
224-243Publication title
IEEE Transactions on Industrial InformaticsISSN
1941-0050External DOI
Publisher
IEEEFile version
- Accepted version
Language
- eng
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Legacy posted date
2013-07-18Legacy creation date
2019-01-22Legacy Faculty/School/Department
ARCHIVED Faculty of Science & Technology (until September 2018)Usage metrics
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