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5. Smart metering electricity data analytics

a. Description:

Smart meters measure households electricity consumption in 15 min intervals. By analyzing time series data try to recognize electrical appliances (refrigerator, oven, boiler, heat pump etc) and overall behavior of particular consumers.

b. Outcomes:

Use recognized behavior to plot a decision tree that best classifies consumers. Suggest a method that is most suitable for clustering daily time series consumer data.