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Well pump distr using AHS #1325

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16 changes: 16 additions & 0 deletions docs/read_the_docs/source/changelog/changelog_dev.rst
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,22 @@ Development Changelog
:released: pending

.. change::
:tags: feature, characteristics
:pullreq: 1325
:tickets: resstock-estimation 437

**Date**: 2024-11-19

Title:
Well pump distribution using AHS

Description:
Use 2017-2019 AHS data to create Misc Well Pump distribution (~11% nationally) with respect to geography/urbanity, building type, and foundation type. Previously well pump was randomly assigned via a manually created distribution.

resstock-estimation: `pull request 437 <https://github.com/NREL/resstock-estimation/pull/437>`_

Assignees: Lixi Liu

:tags: characteristics, pool heater
:pullreq: 1324

Expand Down
70 changes: 41 additions & 29 deletions docs/read_the_docs/source/workflow_inputs/characteristics.rst
Original file line number Diff line number Diff line change
Expand Up @@ -35182,7 +35182,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
- auto
- auto
* - None
- 23%
- 24%
- Percent
- 0
- 0
Expand Down Expand Up @@ -35342,7 +35342,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
- auto
- auto
* - None
- 23%
- 24%
- conditioned space
- auto
- auto
Expand Down Expand Up @@ -36374,13 +36374,13 @@ From ``project_national`` the list of options, option stock sturation, and optio

* - Mobile Home
- 6.2%
* - Multifamily with 2-4 Units
* - Multi-Family with 2 - 4 Units
- 8%
* - Multifamily with 5+ units, 1-3 stories
* - Multi-Family with 5+ Units, 1-3 Stories
- 13%
* - Multifamily with 5+ units, 4-7 stories
* - Multi-Family with 5+ Units, 4-7 Stories
- 3.4%
* - Multifamily with 5+ units, 8+ stories
* - Multi-Family with 5+ Units, 8+ Stories
- 2.1%
* - Single-Family Attached
- 5.9%
Expand Down Expand Up @@ -36688,7 +36688,7 @@ Assumption

- \Because we need to assume a foundation type for ground-floor MF units, we use the lumped SFD+SFA distributions for MF2-4 and MF5+ building foundations. (RECS data for households in MF2-4 unit buildings are not useful since we do not know which floor the unitis on. RECS does not include foundation responses for households in MF5+ unit buildings.)

- \For SFD and SFA, if no foundation type specified, then sample has Ambient foundation.
- \For Single-Family Detached, if no foundation type specified, then sample has Ambient foundation.


Arguments
Expand Down Expand Up @@ -38352,10 +38352,10 @@ From ``project_national`` the list of options, option stock sturation, and optio
- ``hvac_blower_fan_watts_per_cfm``

* - No
- 23%
- 24%
- auto
* - Yes
- 77%
- 76%
- auto
* - Void
- 0%
Expand Down Expand Up @@ -39253,7 +39253,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
- auto
- auto
* - Fuel Boiler, 76% AFUE
- 0.83%
- 0.89%
- Boiler
- 0.76
- auto
Expand Down Expand Up @@ -39298,7 +39298,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
- auto
- auto
* - Fuel Boiler, 80% AFUE
- 3.2%
- 3.3%
- Boiler
- 0.8
- auto
Expand Down Expand Up @@ -39343,7 +39343,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
- auto
- auto
* - Fuel Boiler, 90% AFUE
- 0.48%
- 0.49%
- Boiler
- 0.9
- auto
Expand Down Expand Up @@ -39613,7 +39613,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
- auto
- auto
* - Fuel Wall/Floor Furnace, 68% AFUE
- 2.9%
- 2.8%
- WallFurnace
- 0.68
- auto
Expand Down Expand Up @@ -39703,7 +39703,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
- auto
- auto
* - MSHP, SEER 29.3, 14 HSPF
- 0.014%
- 0.015%
- none
- 0
- auto
Expand Down Expand Up @@ -39993,7 +39993,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
* - Fuel Oil Fuel Furnace
- 2.8%
* - Fuel Oil Fuel Wall/Floor Furnace
- 0.3%
- 0.29%
* - Fuel Oil Shared Heating
- 0.51%
* - Natural Gas Fuel Boiler
Expand All @@ -40007,7 +40007,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
* - None
- 1.1%
* - Other Fuel Fuel Boiler
- 0.45%
- 0.46%
* - Other Fuel Fuel Furnace
- 0.24%
* - Other Fuel Fuel Wall/Floor Furnace
Expand All @@ -40023,7 +40023,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
* - Propane Shared Heating
- 0.16%
* - Void
- 0%
- 0.00039%

.. _hvac_secondary_heating_efficiency:

Expand Down Expand Up @@ -42236,7 +42236,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
- 1.1%
- 3
* - 3 months
- 0.35%
- 0.36%
- 90
* - Never
- 96%
Expand Down Expand Up @@ -47656,17 +47656,29 @@ Misc Well Pump
Description
***********

Presence and efficiency of well pump.
Presence of well pump according to the use of well for domestic water source.

Created by
**********

manually created
``sources/ahs/ahs2017_2019/tsv_maker.py``

Source
******

- \Wilson et al. 'Building America House Simulation Protocols' 2014, national average fraction used for saturation
- \2017 and 2019 American Housing Survey (AHS) microdata.

- \Core Based Statistical Area (CBSA) data based on the Feb 2013 CBSA delineation file.


Assumption
**********

- \All well pumps are assumed to have typical efficiency.

- \Where the number of samples < 10, the Census Division is aggregated up to Census Region.

- \AHS has data for buildings up to 7 stories tall. Buildings with 8 or more stories are assumed not to have a well pump.


Arguments
Expand Down Expand Up @@ -47724,18 +47736,18 @@ From ``project_national`` the list of options, option stock sturation, and optio
- ``misc_plug_loads_well_pump_usage_multiplier``
- ``misc_plug_loads_well_pump_2_usage_multiplier``

* - Typical Efficiency
- 13%
- true
- auto
- 1.0
- 1.0
* - None
- 87%
- false
- 0
- 0
- 0
* - Typical Efficiency
- 13%
- true
- auto
- 1.0
- 1.0

.. _natural_ventilation:

Expand Down Expand Up @@ -63001,7 +63013,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
- auto
- auto
* - FIXME Fuel Oil Indirect
- 0.68%
- 0.69%
- storage water heater
- fuel oil
- auto
Expand Down Expand Up @@ -63039,7 +63051,7 @@ From ``project_national`` the list of options, option stock sturation, and optio
- auto
- auto
* - Fuel Oil Standard
- 1.3%
- 1.4%
- storage water heater
- fuel oil
- auto
Expand Down
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
Dependency=Geometry Building Type RECS Dependency=Geometry Stories Option=Mobile Home Option=Multifamily with 2-4 Units Option=Multifamily with 5+ units, 1-3 stories Option=Multifamily with 5+ units, 4-7 stories Option=Multifamily with 5+ units, 8+ stories Option=Single-Family Attached Option=Single-Family Detached source_count source_weight sampling_probability
Dependency=Geometry Building Type RECS Dependency=Geometry Stories Option=Mobile Home Option=Multi-Family with 2 - 4 Units Option=Multi-Family with 5+ Units, 1-3 Stories Option=Multi-Family with 5+ Units, 4-7 Stories Option=Multi-Family with 5+ Units, 8+ Stories Option=Single-Family Attached Option=Single-Family Detached source_count source_weight sampling_probability
Mobile Home 1 1 0 0 0 0 0 0 541 6.94096e+06 0.0624897
Mobile Home 2 1 0 0 0 0 0 0 0 0 0
Mobile Home 3 1 0 0 0 0 0 0 0 0 0
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -517,4 +517,4 @@ Dependency=ASHRAE IECC Climate Zone 2004 Dependency=Geometry Building Type RECS
# Assumption: Single-family attached buildings cannot have Ambient foundations
# Assumption: Foundation types are the same for each building type except mobile homes and the applicable options.
# Assumption: Because we need to assume a foundation type for ground-floor MF units, we use the lumped SFD+SFA distributions for MF2-4 and MF5+ building foundations. (RECS data for households in MF2-4 unit buildings are not useful since we do not know which floor the unitis on. RECS does not include foundation responses for households in MF5+ unit buildings.)
# Assumption: For SFD and SFA, if no foundation type specified, then sample has Ambient foundation.
# Assumption: For Single-Family Detached, if no foundation type specified, then sample has Ambient foundation.
23 changes: 11 additions & 12 deletions project_national/housing_characteristics/Misc Pool Heater.tsv
Original file line number Diff line number Diff line change
@@ -1,21 +1,20 @@
Dependency=Heating Fuel Dependency=Misc Pool Option=Electric Heat Pump Option=Electricity Option=Natural Gas Option=None Option=Other Fuel source_count source_weight sampling_probability
Electricity Has Pool 0.0184454 0.139695 0.0703046 0.671207 0.100347 411 3.08643e+06 0.0290193
Electricity Has Pool 0.0184454 0.139695 0.0703046 0.671207 0.100347 411 3.08643e+06 0.0290182
Fuel Oil Has Pool 0.0246983 0.0530754 0 0.749028 0.173199 105 431588 0.0040479
Natural Gas Has Pool 0.0175311 0.0376736 0.262356 0.634394 0.0480448 619 4.04905e+06 0.0316923
None Has Pool 0.0581784 0.125023 0.0990135 0.60331 0.114475 53 390468 0.000546069
Other Fuel Has Pool 0 0 0 0 1 1 6953.18 0.000552064
Propane Has Pool 0.0234773 0.0504515 0 0.739533 0.186538 66 409140 0.00376988
Wood Has Pool 0 0 0 0.941845 0.0581551 25 147130 0.00163129
Electricity None 0 0 0 1 0 5288 3.94876e+07 0.365019
Natural Gas Has Pool 0.0175311 0.0376736 0.262356 0.634394 0.0480448 619 4.04905e+06 0.0316922
None Has Pool 0.0581784 0.125023 0.0990135 0.60331 0.114475 53 390468 0.000543151
Other Fuel Has Pool 0 0 0 0 1 1 6953.18 0.000551967
Propane Has Pool 0.0234773 0.0504515 0 0.739533 0.186538 66 409140 0.00376982
Wood Has Pool 0 0 0 0.941845 0.0581551 25 147130 0.00163127
Electricity None 0 0 0 1 0 5288 3.94876e+07 0.36502
Fuel Oil None 0 0 0 1 0 992 4.50335e+06 0.0445443
Natural Gas None 0 0 0 1 0 8976 5.86644e+07 0.436976
None None 0 0 0 1 0 698 5.39976e+06 0.010793
Other Fuel None 0 0 0 1 0 7 47557.2 0.00688877
Propane None 0 0 0 1 0 862 4.80248e+06 0.046516
None None 0 0 0 1 0 698 5.39976e+06 0.010796
Other Fuel None 0 0 0 1 0 7 47557.2 0.00688887
Propane None 0 0 0 1 0 862 4.80248e+06 0.0465161
Wood None 0 0 0 1 0 393 2.10314e+06 0.0180041
# Created by: sources\recs\recs2020\tsv_maker.py
# Description: The heating fuel of the pool heater if there is a pool.
# Source: Constructed using U.S. EIA 2020 Residential Energy Consumption Survey (RECS) microdata.
# Source: Constructed using the California Energy Commision 2019 Residential Appliance Saturation Study (RASS) microdata.
# Assumption: Within electric pool heaters, proportion of heat pump electric pool heating vs. non-heat
# Assumption: pump electric pool heating was derived from RASS
# Assumption: Within electric pool heaters, proportion of heat pump electric pool heating vs. non-heat pump electric pool heating was derived from RASS 2019.
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