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Electricity Load Forecasting for the Australian Market Case Study

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Electricity Load Forecasting for the Australian Market Case Study

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19 Jun 2011 (Updated )

This is a case study of forecasting short-term electricity loads for the Australian market.

LoadForecastingAustralia.zip
ausdata.xlsx
Data/createfigure3.m
Data/Fuels.mat
Data/Holidays.xls
Data/Holidays2.xls
Data/NGSpot.mat
data_combine.m
energy.accdb
license.txt
Load & Price Forecasting Webinar Slides Australia.pdf
Load/ausdata.mat
Load/create_fit_net.m
Load/fetchDBLoadData.m
Load/fitPlot.m.lnk
Load/Forecaster/distrib/Forecaster.bas
Load/Forecaster/distrib/readme.txt
Load/Forecaster/src/Class1_com.cpp
Load/Forecaster/src/Class1_com.hpp
Load/Forecaster/src/dlldata.c
Load/Forecaster/src/Forecaster.bas
Load/Forecaster/src/Forecaster.def
Load/Forecaster/src/Forecaster.rc
Load/Forecaster/src/Forecaster_1_0.exp
Load/Forecaster/src/Forecaster_1_0.lib
Load/Forecaster/src/Forecaster_dll.cpp
Load/Forecaster/src/Forecaster_idl.h
Load/Forecaster/src/Forecaster_idl.idl
Load/Forecaster/src/Forecaster_idl.tlb
Load/Forecaster/src/Forecaster_idl_i.c
Load/Forecaster/src/Forecaster_idl_p.c
Load/Forecaster/src/Forecaster_mcc_component_data.c
Load/Forecaster/src/mccExcludedFiles.log
Load/Forecaster/src/mwcomtypes.h
Load/Forecaster/src/mwcomtypes_i.c
Load/Forecaster/src/mwcomtypes_p.c
Load/Forecaster/src/readme.txt
Load/forecastWorksheet.xlsm
Load/forecastWorksheet.xlsx
Load/genPredictors.m
Load/genPredictors2.m
Load/html/LoadScriptNN.doc
Load/html/LoadScriptNN.html
Load/html/LoadScriptNN.png
Load/html/LoadScriptNN_01.png
Load/html/LoadScriptNN_02.png
Load/html/LoadScriptNN_03.png
Load/html/LoadScriptNN_04.png
Load/html/LoadScriptNN_05.png
Load/html/LoadScriptNN_06.png
Load/html/LoadScriptNN_07.png
Load/html/LoadScriptNN_08.png
Load/html/LoadScriptNN_09.png
Load/html/LoadScriptNN_10.png
Load/html/LoadScriptNN_11.png
Load/html/LoadScriptNN_12.png
Load/html/LoadScriptNN_13.png
Load/html/LoadScriptNN_14.png
Load/html/LoadScriptNN_15.png
Load/html/LoadScriptNN_16.png
Load/html/LoadScriptNN_17.png
Load/html/LoadScriptNN_18.png
Load/html/LoadScriptNN_19.png
Load/html/LoadScriptNN_20.png
Load/html/LoadScriptNN_21.png
Load/html/LoadScriptNN_22.png
Load/html/LoadScriptNN_23.png
Load/html/LoadScriptNN_24.png
Load/html/LoadScriptNN_25.png
Load/html/LoadScriptNN_26.png
Load/html/LoadScriptNN_27.png
Load/html/LoadScriptNN_28.png
Load/html/LoadScriptNN_aus.html
Load/html/LoadScriptNN_aus.png
Load/html/LoadScriptNN_aus_01.png
Load/html/LoadScriptNN_aus_02.png
Load/html/LoadScriptNN_aus_03.png
Load/html/LoadScriptNN_aus_04.png
Load/html/LoadScriptNN_aus_05.png
Load/html/LoadScriptNN_aus_06.png
Load/html/LoadScriptNN_aus_07.png
Load/html/LoadScriptNN_aus_08.png
Load/html/LoadScriptNN_aus_09.png
Load/html/LoadScriptNN_aus_10.png
Load/html/LoadScriptNN_aus_11.png
Load/html/LoadScriptNN_aus_12.png
Load/html/LoadScriptNN_aus_13.png
Load/html/LoadScriptNN_aus_14.png
Load/html/LoadScriptNN_aus_15.png
Load/html/LoadScriptNN_aus_16.png
Load/html/LoadScriptNN_aus_17.png
Load/html/LoadScriptNN_aus_18.png
Load/html/LoadScriptNN_aus_19.png
Load/html/LoadScriptNN_aus_20.png
Load/html/LoadScriptNN_aus_21.png
Load/html/LoadScriptNN_aus_22.png
Load/html/LoadScriptNN_aus_23.png
Load/html/LoadScriptNN_aus_24.png
Load/html/LoadScriptNN_aus_25.png
Load/html/LoadScriptNN_aus_26.png
Load/html/LoadScriptNN_aus_27.png
Load/html/LoadScriptNN_aus_28.png
Load/html/LoadScriptNN_aus_29.png
Load/html/LoadScriptNN_aus_30.png
Load/html/LoadScriptNN_aus_31.png
Load/html/LoadScriptNN_aus_32.png
Load/html/LoadScriptNN_aus_33.png
Load/html/LoadScriptNN_aus_34.png
Load/html/LoadScriptNN_aus_35.png
Load/html/LoadScriptNN_aus_36.png
Load/html/LoadScriptNN_aus_37.png
Load/html/LoadScriptNN_aus_38.png
Load/html/LoadScriptNN_aus_39.png
Load/html/LoadScriptNN_aus_40.png
Load/html/LoadScriptNN_aus_41.png
Load/html/LoadScriptNN_aus_42.png
Load/html/LoadScriptNN_aus_43.png
Load/html/LoadScriptNN_aus_44.png
Load/html/LoadScriptNN_aus_45.png
Load/html/LoadScriptNN_aus_46.png
Load/html/LoadScriptNN_aus_47.png
Load/html/LoadScriptNN_aus_48.png
Load/html/LoadScriptNN_aus_49.png
Load/html/LoadScriptNN_aus_50.png
Load/html/LoadScriptNN_aus_51.png
Load/html/LoadScriptNN_aus_52.png
Load/html/LoadScriptNN_aus_53.png
Load/html/LoadScriptNN_aus_54.png
Load/html/LoadScriptTrees.html
Load/html/LoadScriptTrees.png
Load/html/LoadScriptTrees_01.png
Load/html/LoadScriptTrees_02.png
Load/html/LoadScriptTrees_03.png
Load/html/LoadScriptTrees_aus.html
Load/html/LoadScriptTrees_aus.png
Load/html/LoadScriptTrees_aus_01.png
Load/html/LoadScriptTrees_aus_02.png
Load/html/LoadScriptTrees_aus_03.png
Load/html/LoadScriptTrees_orig.html
Load/html/LoadScriptTrees_orig.png
Load/html/LoadScriptTrees_orig_01.png
Load/html/LoadScriptTrees_orig_02.png
Load/html/myprogram.html
Load/html/myprogram.png
Load/html/myprogram_01.png
Load/html/Untitled1.prj
Load/loadForecast.m
Load/loadForecast_aus.m
Load/LoadScript.m
Load/LoadScriptNN.m
Load/LoadScriptNN_aus.m
Load/LoadScriptTrees.m
Load/LoadScriptTrees_aus.m
Load/NNScript.m
nem_data/DATA200601_NSW1.csv
nem_data/DATA200602_NSW1.csv
nem_data/DATA200603_NSW1.csv
nem_data/DATA200604_NSW1.csv
nem_data/DATA200605_NSW1.csv
nem_data/DATA200606_NSW1.csv
nem_data/DATA200607_NSW1.csv
nem_data/DATA200608_NSW1.csv
nem_data/DATA200609_NSW1.csv
nem_data/DATA200610_NSW1.csv
nem_data/DATA200611_NSW1.csv
nem_data/DATA200612_NSW1.csv
nem_data/DATA200701_NSW1.csv
nem_data/DATA200702_NSW1.csv
nem_data/DATA200703_NSW1.csv
nem_data/DATA200704_NSW1.csv
nem_data/DATA200705_NSW1.csv
nem_data/DATA200706_NSW1.csv
nem_data/DATA200707_NSW1.csv
nem_data/DATA200708_NSW1.csv
nem_data/DATA200709_NSW1.csv
nem_data/DATA200710_NSW1.csv
nem_data/DATA200711_NSW1.csv
nem_data/DATA200712_NSW1.csv
nem_data/DATA200801_NSW1.csv
nem_data/DATA200802_NSW1.csv
nem_data/DATA200803_NSW1.csv
nem_data/DATA200804_NSW1.csv
nem_data/DATA200805_NSW1.csv
nem_data/DATA200806_NSW1.csv
nem_data/DATA200807_NSW1.csv
nem_data/DATA200808_NSW1.csv
nem_data/DATA200809_NSW1.csv
nem_data/DATA200810_NSW1.csv
nem_data/DATA200811_NSW1.csv
nem_data/DATA200812_NSW1.csv
nem_data/DATA200901_NSW1.csv
nem_data/DATA200902_NSW1.csv
nem_data/DATA200903_NSW1.csv
nem_data/DATA200904_NSW1.csv
nem_data/DATA200905_NSW1.csv
nem_data/DATA200906_NSW1.csv
nem_data/DATA200907_NSW1.csv
nem_data/DATA200908_NSW1.csv
nem_data/DATA200909_NSW1.csv
nem_data/DATA200910_NSW1.csv
nem_data/DATA200911_NSW1.csv
nem_data/DATA200912_NSW1.csv
nem_data/DATA201001_NSW1.csv
nem_data/DATA201002_NSW1.csv
nem_data/DATA201003_NSW1.csv
nem_data/DATA201004_NSW1.csv
nem_data/DATA201005_NSW1.csv
nem_data/DATA201006_NSW1.csv
nem_data/DATA201007_NSW1.csv
nem_data/DATA201008_NSW1.csv
nem_data/DATA201009_NSW1.csv
nem_data/DATA201010_NSW1.csv
nem_data/DATA201011_NSW1.csv
nem_data/DATA201012_NSW1.csv
nem_data/process_nem_data.m
Price/comparePredictors.m
Price/fetchDBPriceData.m
Price/fitPlot.m.lnk
Price/forecastWorksheet.xlsm
Price/forecastWorksheet.xlsx
Price/genPredictors.asv
Price/genPredictors.m
Price/genPredictors2.m
Price/html/comparePredictors.html
Price/html/PriceScriptNN.html
Price/html/PriceScriptNN.png
Price/html/PriceScriptNN_01.png
Price/html/PriceScriptNN_02.png
Price/html/PriceScriptNN_03.png
Price/html/PriceScriptNN_04.png
Price/html/PriceScriptNN_05.png
Price/html/PriceScriptNN_06.png
Price/html/PriceScriptNN_07.png
Price/html/PriceScriptNN_08.png
Price/html/PriceScriptNN_09.png
Price/html/PriceScriptNN_10.png
Price/html/PriceScriptNN_11.png
Price/html/PriceScriptNN_12.png
Price/html/PriceScriptNN_13.png
Price/html/PriceScriptNN_14.png
Price/html/PriceScriptNN_15.png
Price/html/PriceScriptNN_16.png
Price/html/PriceScriptNN_17.png
Price/html/PriceScriptNN_18.png
Price/html/PriceScriptNN_19.png
Price/html/PriceScriptNN_20.png
Price/html/PriceScriptNN_21.png
Price/html/PriceScriptNN_22.png
Price/html/PriceScriptNN_23.png
Price/html/PriceScriptNN_24.png
Price/html/PriceScriptNN_25.png
Price/html/PriceScriptNN_26.png
Price/html/PriceScriptNN_27.png
Price/html/Untitled1.prj
Price/html/Untitled2.prj
Price/LoadScript.m
Price/LoadScriptTrees.m
Price/NNScript.m
Price/priceForecast.m
Price/PriceScriptNN.m
Price/PriceScriptNN_a.asv
Price/PriceScriptNN_a.m
Price/trainAndTestNN.m
readme_au.docx
readme_usa.docx
temp_data/process_temp_data.asv
temp_data/process_temp_data.m
Util/createHolidayDates.m
Util/dynamicDateTicks.m
Util/filterDates.m
Util/fitPlot.m

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