David Pinney 7 November 2013 Open Modeling Framework

CVR Model Powerflow Model Battery Models Consumer Behavior Model Financial Models Demand Growth Model Transformer Models Wind Model Solar Model C02 Emissions Model Climate Model CVR Model Diesel D.G. Model

Launched in July 2013

Initial Coops Active

OMF — CVR Peak Demand Reduction 2. CVR peak power shaving converted to capacity cost savings and total cost impact. 3. Control algorithm comparison. 1. Conservation Voltage Reduction (CVR) control scheme simulated over 3 months.

1: Comparison of 3 systems over 4 days. 2: Reverse powerflow predicted. 3: Full climate simulation. OMF — Reporting Output on Solar Simulation

1: Overvoltage predicted in rooftop solar configuration. OMF — Solar Simulation Continued

Framework in 12 kLOC Compute Cluster and Job Management Database Management Feeder Import and Editing Ten Visualizations SAM and Gridlab Model Abstraction Layers Source Control, Testing, Demo, Servers, Tools, Documentation

Mapping: mega-scale Reporting: rev-based monetization, reliability metrics Platform: queueing, auto-scaling, distributed study execution, relational datastore, better job monitoring Solvers: OpenDSS for harmonic analysis CVR Lines, Transformers DR, Markets DG SFS, Advanced Controls Storage Consumer Technology Comms GUI: better workflow, bug fixes, voltage map Avoiding: MDM, Facility Inspection, Power Theft, Vegetation Management, Cyber Security, Inventory Management, Green Button, Oil Testing, Bill Presentment Data Import: Cyme, glm, improved Milsoft Future: Optimization, Gridlab Performance, Real Time Interface, Hardware in the Loop Transmission Simulation Goals Supporting Software Tasks Needs and Tasks Testing: comprehensive coverage

Grid Analytics Association