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Get the typical hourly shape of usage by type (AC, Heating, Lighting, etc.) as a percentage of all usage

  • TMY Typical

  • Explore other datasets (PSM3/NSRB??)

  • What are the exact equipment/usage categories we need?

    • This dataset might not have them

    • If they dont we need to find typical profiles somewhere else or generate them ourselves

  • Store data in Solar DB for each station

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Get estimated % reduction in equipment type specific usage from upgrading to specific equipment (i.e. A typical older model uses 1250kWh/yr and with the LG 2018 29.7 Cu Ft fridge you would now use 500kWh/yr, so the reduction for that piece of equipment is 60%.

ENERGY STAR Unique ID

Brand Name

Model Number

Annual Energy Use (kWh/yr)

US Federal Standard (kWh/yr)

% Better than US Federal Standard (kWh/yr)

Energy Factor (EF)

2253929

Beko

DUT28430*

225

307

27


2302468

Bertazzoni

DW18PR

234

307

24


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  • Total Offset Usage = Usage + Consumption - Solar System Production - EE Product Reduction

    • Usage: Genability + Manual Inputs

    • Solar system product: Production calculator or PVWatts

    • EE Products: Typical Usage pulled by region from EIA.gov data source

      • HVAC

      • Lighting

      • Appliances

        • Washer

        • Dryer

        • Refrigerator

        • Dishwasher

      • Water Heaters

    • Other EE Products:

      • Roofing

      • Cooking/Stove

      • Windows

    • Not Implementing:

      • Misc - the usage of miscellaneous products explicitly: TVs, Microwaves, Cell Phones, etc will not be reduced by specific items.  It will be reduced by impacts to the overall usage curve, such as roofing and windows.

  • Product Selection

    • Windows - Manual override for % or kWh reduction

    • Roofing - Manual override for % or kWh reduction

    • HVAC  - Manual override for % or kWh reduction

    • Lighting 

      • For upgrade to LEDs, 90% decrease in usage for indoor and outdoor lighting

      • For upgrade to CFLs, 70% decrease in usage for indoor and outdoor

    • Appliances - Manual override for % or kWh reduction

      • Selected appliances only reduce the average usage of that specific appliance type, within the full category/8760 of appliances

    • Water Heaters - Manual override for % or kWh reduction

  • Calculate average typical usage of selected equipment from stored data to get 8760 profile for selected EE product, for each selected EE product

  • Calculate reduction using 8760 profile of EE product

    • A specific model gives the ‘precise’ reduction

    • A manufacturer allows us to calculate based on the average of all EE products for that specific manufacturer of a specific product type

    • A manual override is factored in directly as input, given the persona

  • Apply reduction based on % or kWh

  • Calculate 8760 usage profile post installation

  • Calculate daily, monthly, quarterly, and yearly usage profiles

  • Calculate bill savings, usage savings, incentives, etc.

...

Advanced Calculations - for future consideration

  • Windows - default % reduction based on climate, window U-factor

    • Consider number of rooms, square footage, construction year

  • Roofing - default % reduction based on climate, existing roof: solar absorption and emissivity

    • Consider number of rooms, square footage, construction year, to set defaults

  • HVAC  - default % reduction based on climate, 

    • Requires primary energy consumption input: gas or electric

    • Consider number of rooms, square footage, construction year, heating source (furnace, boiler, heat pump), heating type (forced air, steam radiant, radiant heating, hot water base boards, electric baseboards), seasonality, heating / cooling source, persona

  • Lighting 

    • Consider number of rooms, square footage, construction year, indoor vs outdoor, persona

  • Appliances

    • Selected appliances only reduce the average usage of that specific appliance type, within the full category/8760 of appliances

    • Consider number of rooms, square footage, construction year, persona