Nick Laws
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View article: Improving Grid Awareness by Empowering Utilities with Machine Learning and Artificial Intelligence
Improving Grid Awareness by Empowering Utilities with Machine Learning and Artificial Intelligence Open
Gap filling time series data typically depends on linear interpolation. More recently gap filling advancements include machine learning techniques. However, none leverage advanced learning approach that uses cohort training or a neighborho…
View article: Optimization of Energy Storage System Economics and Controls by Incorporating Battery Degradation Costs in REopt
Optimization of Energy Storage System Economics and Controls by Incorporating Battery Degradation Costs in REopt Open
The use of stationary electrochemical energy storage systems utilizing lithium-ion batteries has increased rapidly as the production scale and price for lithium-ion batteries has decreased. These energy storage systems are crucial for main…
View article: REopt: Energy Decision Analysis [Slides]
REopt: Energy Decision Analysis [Slides] Open
REopt transforms complex energy project decisions into actionable results for building owners, utilities, and industry. Based on decades of NREL decision-support expertise, REopt guides investment in economic, resilient energy technologies…
View article: REopt Lite User Manual
REopt Lite User Manual Open
REopt Lite evaluates the economic viability of grid-connected solar photovoltaics, wind, combined heat and power, and electric and thermal storage at commercial and small industrial sites. It allows building owners to identify the system s…