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Unassuming the assumptions: Lessons in Mexico Seungyeon Hong | supervised by Prof. Bucking Thurs, May 30, 2019

Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

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Page 1: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Unassuming the assumptions:

Lessons in Mexico

Seungyeon Hong | supervised by Prof. Bucking

Thurs, May 30, 2019

Page 2: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Background

• MITACS internship w/ Canadian consultancy/developer

• Sustainability oriented

• Recent expansion to Mexico

• Partnered with local architecture firm

• Some exposure to BPS

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Page 3: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Backgroud

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Page 4: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Backgroud

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• Mid-upper class urban home (x 110 units)

• 3 storeys, 150m2, 3 bedrooms, 5 PTAC units w/ resistive heating , 2-5 occupants

• All-electric, net-metered, PV capacity

Page 5: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Issue

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Trace 700 & EnergyPlus

Different model behaviours shown across 4 scenarios

High & Low occupancy,Proposed & Reference construction

Page 6: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Overall Goals

1. Accurately forecast energy consumptions to decide PV capacity

2. Assess different BPS tools for in-house adoption

3. Validate regional assumptions to be re-used in future projects

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Page 7: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Questions

1. Which software is more dependable?

2. Is the number correct?

3. What weather file to use?

- Companies won’t share models or libraries

- Reported residential consumption data limited

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Page 8: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Approach (1)

• Learned Trace700

• Tried to recreate Trace700 model• ~40 attempts, on limited info

• Identified inconsistencies & filed questions

• “secret sauce”?

• Met with local energy modellers in Monterrey, MX• Many questions answered, some points got reflected on the model

• Gained access to detailed modelling info

• Learned local norms on space conditioning

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Page 9: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Approach (2)

• Recreated existing model in Trace (Δ 1% - 4%)

• Built an EnergyPlus model (Δ 7% - 20% to Trace700)

(then took a different approach to account for natural ventilation)

• Provided new forecasts & recommendations

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Page 10: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Trace 700

• Primarily an

HVAC sizing tool

• Local partner’s choice based on user-friendliness and reporting

• Most reporting focused on peak load & HVAC sizing

• Aggregated reporting (no hourly temp, only binned histogram)

• No parametric simulation or API

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Page 11: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Confusing context

• “Mexicans don’t like to heat houses”

-> perhaps more tolerant of temperatures?

-> perhaps due to lack of HVAC

(2008 national stat: 2% of homes have heating)

• “Mexicans mostly rely on natural ventilation for cooling”

“AC is used just to ‘take the edge off’”

(2008 national stat: 23% of homes have AC)

• “These homes will leverage on the comfort they provide”

-> so consumption will be higher than average

-> PV means even cheaper electricity

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Page 12: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Comparison against National Stats

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-> However, National stats includes vast areas of poverty, and ignores urban/rural boundaries-> This level of HVAC is normal in this city

Page 13: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

EnergyPlus model

13

7714

12089.6

5375

7242.9

9649.9

12991

5953

7573

8818

12593

6812

9562

0

2000

4000

6000

8000

10000

12000

14000

16000

18000

high_prop high_ref low_prop low_ref

kWh

/yr

Trace & EnergyPlus Results

Trace 700(custom equipment scheduling)

EnergyPlus(Same assumptions as Trace)

EnergyPlus(setpoints 21-24C,full dependence on HVAC)

EnergyPlus -natural ventilation up to 26.5C -AC kicks in when indoor temperature >26.5C AND windows are closed

+22% +13%

+7% +4%

+8%+21% +3%

+24%

Page 14: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Different modelling approach

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Equipment availability limits Conditional window operation

Windows open when between OADB 21 C to 26.5 CAC kicks in when indoor DB > 26.5 C AND windows closed

Page 15: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

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Software

Trace700 EnergyPlus

Page 16: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

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Trace700 EnergyPlus

• Focus on HVAC sizing

• No energy balance

-> aggregated reporting(no hourly data, but just

binned histograms)

• Extensive HVAC options, but focused on commercial setup

• Focus on Building performance analysis

• Energy balance @ every timestep on all surfaces and zone air

-> detailed sub-hourly reporting for every variable

• HVAC setup more involved, but everything is possible

Page 17: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

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Trace700 EnergyPlus

• Cannot be accessed through scripting

(less systematic input)

• Difficult to manage multiple scenarios

• Multi-layered, hidden overrides

• Overridden values reported

• Less transparency – difficult to

troubleshoot

• Program support soon to end

• Systematic input access

through scripting, even for

multiple scenarios

• Parametric simulation

• Extensive summary reports

• More transparency

Page 18: Unassuming the assumptions€¦ · Trace700 EnergyPlus • Focus on HVAC sizing • No energy balance-> aggregated reporting (no hourly data, but just binned histograms) • Extensive

Thank You

Questions?

[email protected]

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