Advanced M&V That's Automated & Accurate

EcoNNet is a data analytics tool developed to deliver accurate measurement and verification of energy and demand savings using utility smart meter data that are readily available.

Key Advantages

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AI-ML Powered

EcoNNet lets AI and machine learning do the hard work of developing statistical models. We provide minimal data cleaning and identify the analysis periods, and the EcoNNet routines quickly find the optimal model algorithm, fit it to the baseline data using cross-validation, and provide performance period predictions.

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Flexible

Buildings are nearly infinitely variable. The EcoNNet modeling approach can work with customers form any segment, any industry, and any size. The results can be aggregated for any time period. The model can use as many or as few operational data streams as are available.

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Verify Demand Impacts

EcoNNet leverages the granularity of interval data to calculate on-peak, seasonal peak, or critical peak demand savings that coincide with the time of day and time of year that matter for utilities.

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Minimal Data Entry

Interval data is all that's required. EcoNNet automatically scans for the nearest high quality weather station to gather historical or typical weather data. Many customers also track operational metrics, such as production, occupancy, or sales transactions.

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Faster Results

EcoNNets automated routines process data quickly, reducing time lag. EcoNNet can provide initial results as soon as a month after projects are implemented, letting users monitor whole building performance during the year.

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Interactive Charts

Engaging visuals are essential to communicating value clearly. EcoNNet presents results and key metrics in easy to absorb and printable graphics. The tools can also export data in standard formats to integrate with other program or customer systems.

Easily Track and Monitor Hourly Energy Savings

Track Savings Over Time

EcoNNet can track energy usage and savings results monthly, quarterly, annually, or more often if interval data is available. We will work with utilities to securely access data at convenient intervals to provide updates as often as desired.

Key Features

Visualize Financial Benefits

Non-Routine Event Detection

Predictive Energy Modeling

Time and Location Value of Energy Efficiency

Reduce Customer Burden

Scalable

Results That Meet or Exceed Industry Standards and Protocols

EcoNNet delivers verified energy and demand savings consistent with IPMVP, ASHRAE, ISO-5001 and NMEC standards. Our platform also exceeds requirements set by RTOs such as PJM and ISO-New England.

Automatically Test Thousands of Models

We developed a framework with the singular goal of accurately modeling energy and demand savings. The EcoNNet engine tests thousands of models from simple linear regression to advanced artificial neural networks to find which works best for each customer.

Interested in learning more?

We can help! Give us a call or drop us a note.