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Found 9 papers, 2 papers with code
Risk-aware Scheduling and Dispatch of Flexibility Events in Buildings
Residential and commercial buildings, equipped with systems such as heat pumps, hot water tanks, or stationary energy storage, have a large potential to offer their consumption flexibility as grid services.
Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models
Buildings are a promising source of flexibility for the application of demand response.
DRT-based modelling framework for Li-ion cells
The correct assessment of battery states is essential to maximize battery pack performances while ensuring reliable and safe operation.
Smart sensors network for accurate indirect heat accounting in apartment buildings
A new method for accurate indirect heat accounting in apartment buildings has been recently developed by the Centre Suisse d'Electronique et de Microtechnique (CSEM).
Spatio-temporal graph neural networks for multi-site PV power forecasting
Accurate forecasting of solar power generation with fine temporal and spatial resolution is vital for the operation of the power grid.
State space models for building control: how deep should you go?
This work therefore systematically investigates whether using RNNs for building control provides net gains in an MPC framework.
Robust sparse image reconstruction of radio interferometric observations with purify
However, they produce reconstructed inter\-ferometric images that are limited in quality and scalability for big data.
Instrumentation and Methods for Astrophysics
Sparsity averaging for radio-interferometric imaging
We propose a novel regularization method for compressive imaging in the context of the compressed sensing (CS) theory with coherent and redundant dictionaries.
PURIFY: a new approach to radio-interferometric imaging
This approach was shown, in theory and through simulations in a simple discrete visibility setting, to have the potential to outperform significantly CLEAN and its evolutions.
Instrumentation and Methods for Astrophysics
