32 citations · 87 across the 21 of their papers we have counts for
3 papers · 1 filter
Modeling Multiscale Variable Renewable Energy and Inflow Scenarios in Very Large Regions with Nonparametric Bayesian Networks
Julio Alberto Dias, Guilherme Machado, Alessandro Soares +1
In this paper, we propose a non-parametric Bayesian network method to generate synthetic scenarios of hourly generation for variable renewable energy(VRE) plants. The methodology c…
Adaptive Trend Filter via Fast Coordinate Descent
Mario Souto, Joaquim D. Garcia, Gustavo C. Amaral
Identifying the unknown underlying trend of a given noisy signal is extremely useful for a wide range of applications. The number of potential trends might be exponential, which ca…
Adaptive Filter for Automatic Identification of Multiple Faults in a Noisy OTDR Profile
Jean Pierre von der Weid, Mario H. Souto, Joaquim D. Garcia +1
We present a novel methodology able to distinguish meaningful level shifts from typical signal fluctuations. A two-stage regularization filtering can accurately identify the locati…