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  2. ETD - Faculty of Engineering and Built Environment
  3. Faculty of Engineering - Department of Electrical, Electronic and Computer Engineering
  4. Electrical, Electronic and Computer Engineering - Master's Degree
  5. Smart building energy management system for improved energy efficiency
 
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Smart building energy management system for improved energy efficiency

Author(s)
Jacobs, Natheem
Date Issued
2021
Type
Thesis
Publisher
Cape Peninsula University of Technology
Abstract
A thermal analysis was selected as a dissertation topic due to insufficient data from published
scientific journals on detailed glazing thermal performance in parametric façades. Three
glazing types, NC52, NC60E and NC55E, were analysed for this application. In South Africa,
HVAC engineers' work is limited to professional fees, thus, the opportunity to value engineer
an architectural design through thermal analysis is not always available. This dissertation
clearly explains why thermal modelling should be adopted in every façade building design.
The Capitec head office building engineering team was required to perform a thermal analysis
of the building at an early design stage. The main aim was to inform the architectural team how
a parametric façade could be optimally designed to reduce the internal cooling requirement
below a design threshold of 180W/m2. A thermal comfort study was thus done to investigate
the thermal performance following the GreenStar standard and SANS regulations.
The software DesignBuilder™ with EnergyPlus™ was used to evaluate four glazing types;
clear glazing as a baseline, NC60E, NC55E and NC52 performance glazing. The analysis
provides detailed information on thermal performance for total cooling loads, internal and
external solar heat gains, and various psychrometric values such as temperatures and humidity.
The thermal comfort study aims to identify the Fanger predicted mean vote and discomfort
hours, summarised as a weighted average for the best and worst-performing zones.
The thermal analysis showed that clear glazing is not practical for a façade and can result in
40% higher internal heat gains. Low emissivity glazing is high-performance glazing, and the
application needs to be justified against the higher cost over a less expensive performance
glazing. NC52 glazing can be significantly improved through energy-efficient passive
architecture such as parametric facade design combined with external shading. Optimisation of
the roof heat transfer through a green roof was done via a thermal heat transfer coefficient
which showed no significant energy savings compared to a well-optimised building.
Thermal comfort was measured in each zone as a weighted average. It showed insufficient
thermal acceptance levels in most zones as the dissatisfaction percentage was too high. Further
data optimisation requires the application of computational fluid dynamics, data-driven models
analysis, zone control and spatial distribution in multi-zoned areas, airflow optimisation and
night ventilation. In addition to this, only measurement and verification can genuinely confirm
the accuracy of a predictive simulation model.
Additional information
Thesis (MEng (Energy)--Cape Peninsula University of Technology, 2021
Subjects

Architecture and ener...

Commercial buildings ...

Smart structures

Sustainable buildings...

File(s)
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Name

Natheem_Jacobs_210234733.pdf

Size

8.6 MB

Format

Adobe PDF

Checksum

(MD5):8c74980db621557ff19dfca04b58e648

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