2 papers
eess.SY2021
Evolving Fuzzy System Applied to Battery Charge Capacity Prediction for Fault Prognostics
Murilo Osorio Camargos, Iury Bessa, Luiz A. Q. Cordovil Junior +3
This paper addresses the use of data-driven evolving techniques applied to fault prognostics. In such problems, accurate predictions of multiple steps ahead are essential for the R…
eess.SY2021
Incremental Learning and State-Space Evolving Fuzzy Control of Nonlinear Time-Varying Systems with Unknown Model
Daniel Leite, Pedro Coutinho, Iury Bessa +3
We present a method for incremental modeling and time-varying control of unknown nonlinear systems. The method combines elements of evolving intelligence, granular machine learning…