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Monthly usage comparison
Compare historical and current electricity consumption through monthly trend reports designed for store operators.
A01AI & data
Energy analytics and AI for small businesses
An energy analytics platform that connects store information and monthly electricity use with bill forecasting, contracted-capacity reviews, and sales scenario analysis.
Explore the features
01 OVERVIEW
The challenge and approach
Historical usage reports are separated from AI predictions so operators can compare evidence and forecasts. Cost comparisons before and after a capacity change support operational decisions, while electricity patterns also inform opening-status estimates and neighborhood carbon visualizations.
Original project visuals are presented in Korean, with English explanations alongside them.
02 FEATURES
The features, in context
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Electricity bill forecasting
Use current consumption to estimate month-end electricity use and the corresponding bill.
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Contracted-capacity review
Analyze usage patterns and compare electricity costs before and after a proposed capacity adjustment.
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Sales scenario analysis
Review sales strategies against consumption, business hours, sales bands, and weather conditions.
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Opening-status and carbon visualization
Use commercial electricity patterns to estimate operating status, and visualize per-capita carbon emissions and comparisons between neighborhoods.
03 SCREENS & DESIGN
How the design comes together
Explore the project’s information structure, interface composition, and design decisions
Manufacturing AI and smart factory solution design
Solution design
Manufacturing support and multilingual interpretation AI
System development
University ERP and integrated system operations
Operations improvement