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Load Forecasting

4 papers with code · Miscellaneous

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Fast and Accurate Time Series Classification with WEASEL

26 Jan 2017patrickzib/SFA

On the popular UCR benchmark of 85 TS datasets, WEASEL is more accurate than the best current non-ensemble algorithms at orders-of-magnitude lower classification and training times, and it is almost as accurate as ensemble classifiers, whose computational complexity makes them inapplicable even for mid-size datasets.

LOAD FORECASTING TIME SERIES TIME SERIES CLASSIFICATION

Deep Learning for Time Series Forecasting: The Electric Load Case

22 Jul 2019albertogaspar/dts

Management and efficient operations in critical infrastructure such as Smart Grids take huge advantage of accurate power load forecasting which, due to its nonlinear nature, remains a challenging task.

LOAD FORECASTING TIME SERIES FORECASTING

Short-term Load Forecasting with Deep Residual Networks

30 May 2018yalickj/load-forecasting-resnet

We present in this paper a model for forecasting short-term power loads based on deep residual networks.

LOAD FORECASTING

LFRT, A MATLAB Toolbox for Load Forecast & Assesment of Additional Capacity for an Electrical Power System

Conference 2016 hazooree/lfrt

A developing country like Pakistan with sizable pressure on their limited financial resources can ill afford either of these two situations about energy forecast: 1) Too optimistic 2) Too conservative.

LOAD FORECASTING