FPGA Implementation of Support Vector Regression for Battery SoC Estimation.
Gianfranco LombardiMattia StighezzaIlaria De MunariValentina BianchiPublished in: MetroAutomotive (2024)
Keyphrases
- support vector regression
- fpga implementation
- support vector
- hardware implementation
- regression model
- hybrid model
- support vector machine
- support vector machine svm
- field programmable gate array
- hybrid genetic
- extreme learning machine
- response surface methodology
- wavelet frame
- support vector classification
- singular spectrum analysis
- forecasting model
- embedded systems
- kernel function
- data sets
- real time
- feature selection