Energy Services Institute for Building Technology and Safety
Our work for IBTS started out simple enough: visualize existing data. But when built a dashboard and dug into the numbers, we noticed a huge opportunity for process improvement in solar installations.
Sustainabilist provided a framework that allowed data to be investigated in a systematic fashion, enabling IBTS to craft a plan to produce an education program for solar contractors and a quality improvement program for the installation process itself. Our initial analysis indicates that there is a savings potential of 7 cents per watt to be garnered from reducing the return rate of contractors to the site to repair non-compliant installations. The total labor cost of solar installations is 45 cents per watt, so this represents a potential 16% reduction in costs.
Lime Energy knows efficiency; it's their business. So when we were asked to take a look at their sales data, we knew they'd be thrilled with what we developed. Using a machine learning model, we were able to develop an automated process to streamline their sales efforts, closing more deals for more money.
For KW Engineering, a firm specializing in energy efficiency retrofits and upgrades for large commercial buildings, we tackled the wasted expense of costly engineering time focused on diagnosing building power usage anomalies. Our team developed fault detection algorithms for commercial buildings based on whole building power use to aid in achieving persistent savings.