Long short term memory networks for short-term electric load forecasting
Short-term electricity demand forecasting is critical to utility companies. It plays a key role in
the operation of power industry. It becomes all the more important and critical with …
the operation of power industry. It becomes all the more important and critical with …
Two-stage artificial neural network model for short-term load forecasting
YY Hsu, TT Tung, HC Yeh, CN Lu - IFAC-PapersOnLine, 2018 - Elsevier
Short-term load forecast (STLF) is important to ensure stable, reliable and efficient power
system operations. In this paper, we propose a two-stage artificial neural network (ANN) …
system operations. In this paper, we propose a two-stage artificial neural network (ANN) …
Recurrent Neural Network Based Short-Term Load Forecast with Spline Bases and Real-Time Adaptation
TL Yuan, DS Jiang, SY Huang, YY Hsu, HC Yeh… - Applied Sciences, 2021 - mdpi.com
Short-term load forecast (STLF) plays an important role in power system operations. This
paper proposes a spline bases-assisted Recurrent Neural Network (RNN) for STLF with a …
paper proposes a spline bases-assisted Recurrent Neural Network (RNN) for STLF with a …
Market value of differentially-private smart meter data
S Chhachhi, F Teng - 2021 IEEE Power & Energy Society …, 2021 - ieeexplore.ieee.org
This paper proposes a framework to investigate the value of sharing privacy-protected smart
meter data between domestic consumers and load serving entities. The framework consists …
meter data between domestic consumers and load serving entities. The framework consists …
Fast scenario reduction for power systems by deep learning
Scenario reduction is an important topic in stochastic programming problems. Due to the
random behavior of load and renewable energy, stochastic programming becomes a useful …
random behavior of load and renewable energy, stochastic programming becomes a useful …
Adaptive Supervisory Framework for Cyber-Physical Systems-Optimal Scheduling of Smart Home Appliances
JPBGP Leitão - 2021 - search.proquest.com
Throughout the 21 st century, technology has advanced at exponential speed, spreading
into our daily routines and becoming critical in almost any everyday life domain. The …
into our daily routines and becoming critical in almost any everyday life domain. The …