Development of a new Building Energy Model in TEB Bruno Bueno Grégoire Pigeon Contents 1. Objective 2. Model description 3. Simulation-based model evaluation 4. Next steps 28/01/2011 Slide: 2/20 1/4 Objective Objective • Combine the knowledge accumulated in building energy and urban climate studies to investigate the interactions between buildings and the urban environment. • Develop a building energy model (BEM) to integrate these interactions into TEB. 28/01/2011 Slide: 4/20 2/4 Model description Overview Building energy model Calculates the building energy demand. Multi-storey buildings are represented by an internal thermal mass. The model includes: Solar radiation through windows Heat storage in building structure. Heat conduction through the enclosure Infiltration and ventilation. Internal heat gains. DOE 2010 28/01/2011 Slide: 6/20 Overview Heating, Ventilation, Air-Conditioning (HVAC) energy model Calculate building energy consumption and waste heat emissions. Two options: • • Ideal HVAC system Infinite capacity and constant efficiency. The system supplies the required energy to meet the sensible and latent building demand. Real HVAC system The system capacity and efficiency depend on indoor conditions, outdoor conditions, and partload performance. The model solves the latent energy balance of the building and calculates indoor air humidity. It calculates fan energy consumption. System parameters can be “autosized”. bsdsolutions.com 28/01/2011 Slide: 7/20 Building model physics Indoor surface energy balance Heat balance method. Separation between convection and radiation heat components. . Calculation of view factors between indoor surfaces. Transient heat conduction through massive materials. Steady-state heat conduction through windows. Solar transmitted is initially absorbed by the thermal mass. INDOOR DOE 2010 28/01/2011 Slide: 8/20 Building model physics Indoor air energy balance • Calculates the dynamic evolution of air temperature and air humidity. • Calculates sensible and latent building energy demand • The sensible and latent energy balances are composed of: – Convection from indoor surfaces. – Internal heat gains. – Infiltration/ventilation. – HVAC system . 28/01/2011 pic2 Slide: 9/20 HVAC system physics Energy supplied by the system Two options: • Ideal HVAC system Supply energy is the same as the energy demand of the building. • Real HVAC system Model calculations at each timestep: • System capacity. • Supply air temperature. • Supply air humidity: • Cooling: air dehumidification. • Heating: no air dehumidification. • Supplied energy. environmaster.com 28/01/2011 Slide: 10/20 HVAC system physics Energy consumed by the system Qconsumed,cool = Qsupplied,cool / COP Qconsumed,heat = Qsupplied,heat / heat Waste heat emissions Qwaste,cool = Qsupplied,cool +Qconsumed ,cool Qwaste,heat = Qconsumed ,heat Qsupplied,heat Sensible and latent waste heat split Type of condenser : • Air condenser • Water condenser Sensible waste heat. Latent waste heat. home.howstuffworks.com 28/01/2011 Slide: 11/20 Effect on the outdoor energy balance The original TEB outdoor energy balance is now affected by: • Waste heat emissions from the HVAC system. • Infiltration/ventilation from the building. • Effect of windows on solar reflections, heat storage, convection and radiation heat exchange. pic2 28/01/2011 Slide: 12/20 3/4 Simulation-based model evaluation Simulation-based model evaluation Evaluation of BEM indoor energy performance • Comparison between BEM and an equivalent building energy model defined in EnergyPlus. • Case study corresponding to the experiment CAPITOUL carried out in Toulouse between Feb 2004 and Feb 2005. N Building Shading Adaptation of the building/shading morphology to the TEB parameters 28/01/2011 Slide: 14/20 Statistical comparison BEM - EP Annual Root Mean Square Error Variable RMSE Indoor wall temperature 0.33 K Floor surface temperature 0.28 K Ceiling surface temperature 0.74 K Mass surface temperature 0.31 K Indoor air temperature 0.23 K Solar heat transmission 18.78 W/m2 (bld) Building cooling energy demand 8.26 W/m2 (bld) Building heating energy demand 4.41 W/m2 (bld) 28/01/2011 Slide: 15/20 Graphical comparison BEM - EP Monthly averaged diurnal cycle in summer(15/07-15/08) and in winter(15/01-15/02). Indoor air temperature Indoor air specific humidity Mass surface temperature 28/01/2011 Slide: 16/20 Graphical comparison BEM - EP Monthly averaged diurnal cycle in summer(15/07-15/08) and in winter(15/01-15/02). Cooling energy demand Cooling energy consumption Heating energy demand 28/01/2011 Slide: 17/20 4/4 Next steps Next steps • Evaluate BEM-TEB with field data. • Introduce a selection of passive and active building systems into BEM Examples: solar protections, natural ventilation, heat recovery, economizer, VAV systems. • Use the building data-base provided by CSTB to: • Create urban covers with different model inputs for different urban configurations. • Simulate these urban covers for present and future climates. 28/01/2011 Slide: 19/20 Merci Model inputs . Building inputs Internal heat gain: Symbol Example QIN = 5.05 W m-2 Radiant fraction of internal heat gain: QIN_FRAD = 0.2 Latent fraction of internal heat gain: QIN_FLAT = 0.2 Window Solar Heat Gain Coefficient: SHGC = 0.78 Window U-factor: U_WIN = 0.2 W m-2 K-1 Facade glazing ratio: GR = 0.3 Floor height: FLOOR_HEIGHT = 3.0 m Infiltration air flow rate: INF = 0.7 ACH Ventilation air flow rate: V_VENT = 0.0 ACH Mass and floor layer thickness: D_FLOOR = 0.1 m Mass and floor layer conductivity: TC_FLOOR = 1.15 W m-1 K-1 Mass and floor layer capacity: HC_FLOOR = 1580000 J m-3 K-1 21 Model inputs . HVAC inputs Symbol Example Fraction of waste heat released into the canyon: F_WASTE_CAN = 0.5 Cooling setpoint: TCOOL_TARGET = 300.16 K Relative humidity setpoint: HR_TARGET = 0.5 Flag to autosize the HVAC system: AUTOSIZE = .F. Maximum outdoor air temperature for sizing calcs: T_SIZE_MAX = 302.05K Minimum outdoor air temperature for sizing calcs: T_SIZE_MIN = 268.96 K Rated COP of the cooling system: COP_RAT = 2.5 Type of cooling coil: HCOOL_COIL = 'DXCOIL' Type of condenser: HCOOL_COND = 'AIR' Rated cooling system capacity: CAP_SYS_RAT = 125.0 W m-2 Rated cooling system air flow rate: M_SYS_RAT = 0.0069 kg s-1 m-2 Cooling coil apparatus dew-point: T_ADP = 285.66 K Heating setpoint: THEAT_TARGET = 292.16 Type of heating coil HHEAT_COIL = 'IDEAL' Heating system capacity: CAP_SYS_HEAT = 100 W m-2 Efficiency of the heating system: EFF_HEAT = 0.9 22 HVAC system Sensible and latent waste heat split In BEM, the user selects the type of condenser of the HVAC system: • Air condensed • Water condensed Sensible waste heat. Latent waste heat. Outdoor urban air temperature • • • Outdoor urban air specific humidity Difference between an air-condensed and a water-condensed system. Monthly averaged diurnal cycle in summer (15/07 - 15/08). Case study corresponding to the experiment carried out in Toulouse between Feb. 2004 and Feb. 2005 (CAPITOUL). 23