Energy Flexibility Modeling Software
Optimizing wastewater treatment plant operations
Overview
We collaborated with WE3Lab from Stanford University to develop an MVP for energy flexibility modeling in wastewater treatment plants.
The Challenge
The team needed to gather domain knowledge about wastewater treatment plants, their modeling, and energy consumption patterns. The development required data acquisition, energy consumption modeling, cloud infrastructure, and a highly interactive user interface.
Our Solution
We built an automated system for data acquisition from multiple sources including WWTP schematics, energy consumption, and equipment data. The flexible modeling API uses optimization software to predict energy consumption and generate financial models based on historical data, all deployed on AWS.
Key Features
Results
Successfully delivered the MVP enabling founders to gather customer feedback. The tool can calculate operational sweet spots for wastewater treatment plants in a few hours with sufficient input data.
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