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BEopt Demand Response and Stochastic Schedules between versions

asked 2024-06-18 14:58:40 -0600

natalie_low's avatar

updated 2024-06-19 13:04:36 -0600

Versions 2.2 - 2.8 had demand response options. In version 3.0.1 it no longer shows 'demand response', but 'stochastic' is now a schedule option for: plug loads, hot water fixtures, clothes W/D, dishwasher, cooking range, lighting. Can anyone give more information or documentation on the Stochastic schedule option in the latest version of BEopt?

We found ​​this 2022 Building Energy Modeling Enhancements report: "Stochastic modeling of loads is also necessary to rigorously quantify load flexibility and demand response potential (Mims Frick et al. 2019). As of 2018, NREL residential modeling used pre-generated stochastic event schedules for hot water draws, clothes washer power draw, and dishwasher power draw, as well as bathroom, kitchen, and clothes dryer exhaust ventilation. This is because event schedules can be important for modeling the effect of clustered draw events on heat pump water heaters and for modeling the interaction between exhaust ventilation events and natural air infiltration. However, we concluded that there was great potential and need to apply stochastic load modeling more comprehensively in the EnergyPlus/OpenStudio residential modeling platform across many other residential end-use categories."

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answered 2024-06-18 16:31:38 -0600

Good question. We should probably provide more description/documentation.

There is a paper that describes the residential stochastic occupancy schedules here:

(The implementation of this methodology -- used by BEopt, ResStock, URBANopt, etc. -- can be found in an OpenStudio measure in the OpenStudio-HPXML repository.)

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Thanks so much for the documentation on stochastic schedules.

Just to clarify, the latest versions of BEopt (3.0.0 & 3.0.1) no longer have any Demand Response options?

natalie_low's avatar natalie_low  ( 2024-06-20 13:19:31 -0600 )edit
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That's correct, BEopt 3 does not have the "Demand Response Signals" capability any more. It was a seldom used capability, in part because it's pretty limited (DR events can only be based on outdoor temperatures), and so we have not prioritized maintaining it.

shorowit's avatar shorowit  ( 2024-06-20 14:00:55 -0600 )edit

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Asked: 2024-06-18 14:58:40 -0600

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Last updated: Jun 20