Meter Reading: AI-Enhanced Predictive Consumption Models
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Analyze the file attached and display charts ensuring that the data is properly visualized
Sparkoper
WaterGuru
Detail your analysis and explain it
Sparkoper
Recently, a utility we work with noticed erratic consumption readings in certain neighborhoods, making planning difficult. They needed a way to predict usage patterns and plan resource allocation more efficiently.
Using WaterGuru, they identified seasonal consumption trends and flagged anomalies in usage patterns. For instance, one meter displayed unexpected high usage, which led the team to investigate and discover a leak. By predicting monthly consumption based on historical data and seasonal trends, WaterGuru helps utilities avoid resource shortages and optimize distribution.
The dataset is derived from actual meter readings, seasonal trends, and predicted usage, making this analysis actionable.
WaterGuru
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