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Iterative ‘what-if’ neighborhood simulation: energy and emissions impacts Cover

Iterative ‘what-if’ neighborhood simulation: energy and emissions impacts

Open Access
|Jul 2020

Figures & Tables

bc-1-1-51-g1.png
Figure 1

Key stages of the proposed methodology.

bc-1-1-51-g2.png
Figure 2

Seven urban neighborhood patterns (400 × 400 m) developed to represent various communities in British Columbia.

Note: pph = people per ha.

bc-1-1-51-g3.png
Figure 3

Example of a neighborhood pattern (400 × 400 m) with a series of simplified building typology models.

Table 1

Vintages used to develop British Columbia building code templates for Part 3 (complex buildings) and Part 9 (simple buildings).

Part 3Part 9
Pre-1991Pre-1975
1992–20061975–92
2007–121992–2006
Post-2012 (current code)2006–12
Post-2012 (current code)
Table 2

Sample input variables for the retrofit and replace scenario shown in Figure 4 (not all interventions or variables are included).

House typeScenarioTreated floor area (m2)U-value (W/m2K)Window/wallHeat recoveryInfiltration ACHnata
WallGroundRoofNSEW
Pre-1975Base1501.731.171.6502010100.125
Pre-1975 EnerPHit11500.150.150.1002010100.750.050
Pre-1975 Basic11501.731.170.3702010100.125
1975Base1800.580.570.60104020300.125
1975 EnerPHit11800.150.150.10104020300.750.050
1975 Basic11800.580.570.27104020300.125
1992Base3600.470.200.20103010300.125
1992 EnerPHit13600.150.150.10103010300.750.050
1992 Basic13600.470.200.14103010300.125
200614610.360.210.21103010300.125
2006 EnerPHit14610.150.150.10103010300.750.050
Current code14610.360.210.21103010300.125
Passive House13610.150.150.10104030100.750.030

[i] Note: a Air changes per hour at natural pressure.

bc-1-1-51-g4.png
Figure 4

Annual building energy use for the 15–35 people per ha (pph) single-family loops: base case and retrofit scenarios.

Table 3

Sample energy and CO2e outputs for building models in the retrofit scenario shown in Figure 4 (not all buildings are represented).

House typeScenarioTreated floor area (m2)Energy use (GJ)Energy use intensity (GJ/m2)Emissions (tCo2e)Carbon intensity (tCo2e/m2)
Pre-1975 SFBase150170.301.145.520.037
Pre-1975 EnerPHit115045.500.301.050.007
Pre-1975 Basic1150129.360.864.060.027
1975 SFBase180134.070.743.990.022
1975 EnerPHit118057.480.321.280.007
1975 Basic1180120.490.673.520.020
1992 SFBase360137.770.383.370.009
1992 EnerPHit136084.330.231.490.004
1992 Basic1360135.980.383.270.009
2006 SF1461140.190.303.130.007
2006 EnerPHit146197.800.211.570.003
Current code1461143.670.313.250.007
Passive House136185.220.241.480.004
bc-1-1-51-g5.png
Figure 5

Pattern characteristics for the base and infill scenarios.

bc-1-1-51-g6.png
Figure 6

Energy and emissions maps for the commercial pattern base case and infill scenarios.

bc-1-1-51-g7.png
Figure 7

Energy and emissions metrics for the commercial pattern base case and infill scenario.

bc-1-1-51-g8.png
Figure 8

(a) Correlation between the Urban Modeling Interface (UMI) simulation results (x-axis) and reference data from Natural Resources Canada’s (NRCAN) and BC Housing (y-axis) for single-family residential; and (b) correlation between the UMI simulation results and the US Department of Energy (US DOE) for food retail.

bc-1-1-51-g9.png
Figure 9

Correlation between the Urban Modeling Interface (UMI) simulation results (x-axis) and the US Department of Energy (DOE) (y-axis): (c) retail; and (d) office.

DOI: https://doi.org/10.5334/bc.51 | Journal eISSN: 2632-6655
Language: English
Submitted on: Feb 7, 2020
Accepted on: May 23, 2020
Published on: Jul 6, 2020
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2020 Jonathan Salter, Yuhao Lu, Ju Chan Kim, Ronald Kellett, Cynthia Girling, Fausto Inomata, Alix Krahn, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.