234 citations · 241 across the 3 of their papers we have counts for
4 papers · 1 filter
Computational Framework for Behind-The-Meter DER Techno-Economic Modeling and Optimization -- REopt Lite
Sakshi Mishra, Josiah Pohl, Nick Laws +7
The global energy system is undergoing a major transformation. Renewable energy generation is growing and is projected to accelerate further with the global emphasis on decarboniza…
Deep-Learning-Based, Multi-Timescale Load Forecasting in Buildings: Opportunities and Challenges from Research to Deployment
Sakshi Mishra, Stephen M. Frank, Anya Petersen +2
Electricity load forecasting for buildings and campuses is becoming increasingly important as the penetration of distributed energy resources (DERs) grows. Efficient operation and…
Probabilistic Resilience of DER systems -- A Simulation Assisted Optimization Approach
Sakshi Mishra, Kate Anderson
Energy systems resilience is becoming increasingly important as the frequency of major grid outages increases. In this work, we present a methodology to optimize a behind-the-meter…
A Unified Architecture for Data-Driven Metadata Tagging of Building Automation Systems
Sakshi Mishra, Andrew Glaws, Dylan Cutler +4
This article presents a Unified Architecture for automated point tagging of Building Automation System data, based on a combination of data-driven approaches. Advanced energy analy…