Electric load profile

Part 1 of ebook "Machine learning for cyber physical systems: Selected papers from the International Conference ML4CPS 2020" provides readers with contents including: energy profile prediction of milling processes using machine learning techniques; improvement of the prediction quality of electrical load profiles with artificial neural networks; detection and localization of an underwater docking station; deployment architecture for the local delivery of ML-models to the industrial shop floor;...

55p tieulangtran 28-09-2023 5 3   Download

The results show that there are 8 load paterns in the past from 2006. In which, load paterns in years of 2010, 2012, and 2014 have same shapes or “rules”. They are used to forcaste load profile of those paterns to 2030.

7p vidoctorstrange 06-05-2023 5 2   Download

The paper proposes a method of short-term load forecasting by constructing a Standardized Load Profile (SLP) based on the past electrical load data, combining machine learning algorithms Support Regression Vector (SVR) to improve the accuracy of load forecasting algorithms.

5p viwilliamleiding 10-12-2021 10 2   Download

The energy management strategy is the key to increasing the energy efficiency index (EEI) and controlling buildings’ carbon emissions. This article discusses the energy policy strategy at Siliwangi University based on four main components of green campus: the profile of the electricity load, energy consumption, the rate of the number of vehicles, and vehicle activity in the campus environment. We propose four scenarios to meet the EEI and carbon emissions standards in 2025.

9p mynguyenha 21-07-2021 6 2   Download

As manufacturers move to meet the expanding dem~d in batteries for electric-vehicle (EV) applications, there is a need to develop and apply test schemes that provide a true measure of battery performance. The Simplified Federal Urban Driving Schedule (SFUDS) is one of several such d~ty profiles that have been derived from extensive studies of urban vehicle duty. Accurate implementation of the SFUDS is, however, difficult because the load is specified in terms of power and is varied every few seconds. This necessitates a sophisticated control strategy, combined with high-speed monitoring. ...

7p congdat261 19-11-2010 74 7   Download