Everything that touches the grid Copyright 2016 Kevala

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Everything that touches the grid Copyright 2016, Kevala Inc. Do not distribute. ™ Kevala.

Everything that touches the grid Copyright 2016, Kevala Inc. Do not distribute. ™ Kevala. Analytics. com

The activities that create the energy+ economy are transformative and drive much larger markets

The activities that create the energy+ economy are transformative and drive much larger markets The modern, connected power grid is exponentially more complex than the 20 th century centralized grid

Kevala delivers value by combining historical, live, and forecasted data with transformative analytics Kevala

Kevala delivers value by combining historical, live, and forecasted data with transformative analytics Kevala Energy+ Platforms Usage Voltage Data Elements 3 rd party investment Infrastructure • • • Behavior Health $ $ Adoption Bulk Power System Wholesale price Production profile • Transportation Rates $ Demographics Parcel info Data Examples $ Climate Political affiliation Distribution network + Street address information for 500, 000+ PV systems Energy consumption for millions of homes and business EV sales, charging stations and commute patterns Income, education, race, asthma rates, air quality National transmission, generation and utility data Energy prices for 2/3 of country, today and forecasted Analytical Examples 1. Which technology has the highest energy value at this location? 2. What is the investment impact of this program or policy? 3. Which customers are going to adopt Solar when? 4. When and where should my EV customers charge to maximize energy value

Provisioned through the cloud, we deliver public and proprietary data from multiple sources the

Provisioned through the cloud, we deliver public and proprietary data from multiple sources the cloud External facing app Predesigned BI app Internal strategy Client provided data Web access Application Program interface Database Security & Authorization Data access limits User access controls Billing Payment Public data Data from analysis Private data Data formatting and uploading process Other Data Monthly/quarterly • Rebate Programs • Census • Technology prices • EV purchases • Air quality Dynamic Data Auto update via API • Wholesale pricing • Usage • Rates

What’s it look like? Solar developer example Ranking of highest value locations to site

What’s it look like? Solar developer example Ranking of highest value locations to site solar project 5 Users click on substation to get feeder path and parcel ownership information to initiate customer contact “This saves at least two weeks of work and provides a probable project at a lower cost” Top 10 Solar Developer Project Development Manager

A 1: 1 map of the energy economy Integrated load and DG analysis Feeder

A 1: 1 map of the energy economy Integrated load and DG analysis Feeder area (red) mapped to individual building performance data (light blue) 6 Hourly aggregated load (blue) and DG (orange)

Modeling EV charge optimization 7 Off peak charging: Las Gallinas LMP node On peak

Modeling EV charge optimization 7 Off peak charging: Las Gallinas LMP node On peak charging: San Rafael LMP node

Integrated locational benefit and DG potential 8 Hosting capacity by primary distribution feeder Technolog

Integrated locational benefit and DG potential 8 Hosting capacity by primary distribution feeder Technolog y type Levelized cost assumptio ns Technology specific local levelized costs outputs

Some public examples of our work Grid Assessor Applications & Impact Tools Grid. Assessor.

Some public examples of our work Grid Assessor Applications & Impact Tools Grid. Assessor. com – NPV calculator and site selector Energy. Atlas. com – Midwest energy mapping Solar. States. org – National solar jobs map VW “Clean Diesel Impact: NY Times coverage - nyti. ms/1 HXx 3 hk Keva. la/vw/ Data Methodologies Valuation description: Valuation methodology whitepaper bit. ly/1 M 1 G 2 gs Solar Income Mapping: Yahoo News Coverage – yhoo. it/1 jz. DLyr Solar income whitepaper Copyright 2015, Kevala Inc. Do not distribute. bit. ly/1 lx 3 NDG