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Solution Templates

The solution templates serve as an demonstration of how the TIM Forecasting should be used in various use cases. Each template is comprised of:

  • description of the problem
  • data recommendation
  • TIM set up

Currently, the following templates are available.

Use CaseIndustryJupyter NotebookDataset
GEFCom 2014 electricity priceUtilitiesdownloaddownload
Electricity loadUtilitiesdownloaddownload
Motor vehicle salesRetaildownloaddownload
Single asset solar productionUtilitiesdownloaddownload
Portfolio solar productionUtilitiesdownloaddownload
Single asset wind productionUtilitiesdownloaddownload
Portfolio wind productionUtilitiesdownloaddownload
Retail salesRetaildownloaddownload
Retail demandRetaildownloaddownload
M3 competitionVariousdownloaddownload
Portfolio forecasting and adapting to changesUtilitiesdownloaddownload
Metro trafficTransportationdownloaddownload
Car trafficTransportationdownloaddownload
Forex tradingFinancedownloaddownload
Predictive Maintenance for Aircraft Engines (Classification)Manufacturing, Transportationdownloaddownload
Predictive Maintenance for Aircraft Engines (Forecasting)Manufacturing, Transportationdownloaddownload
Credit Card Fraud DetectionBankingdownloaddownload
Hydraulic system condition monitoringManufacturingdownloaddownload
Water pump predictive maintenanceManufacturing, Infrastructure, Agriculture ...downloaddownload
Battery – remaining timeElectronics, Automotive, Manufacturing ...downloaddownload
Battery temperatureElectronics, Automotive, Manufacturing ...downloaddownload
Concrete compressive strengthConstructiondownloaddownload
Store salesRetaildownloaddownload
Contact centers (short-term)Contact Centersdownloaddownload
Contact centers (mid-term)Contact Centersdownloaddownload
Panel data solar productionUtilitiesdownloaddownload
Panel data store salesRetaildownloaddownload

Download the credentials template.