Development of an adaptive window-opening algorithm to predict the thermal comfort, energy use and overheating in buildings

This investigation of the window-opening data from extensive field surveys in UK office buildings demonstrates: (1) how people control the indoor environment by opening windows; (2) the cooling potential of opening windows; and (3) the use of an ‘adaptive algorithm’ for predicting window-opening behaviour for thermal simulation in ESP-r. It was found that when the window was open the mean indoor and outdoor temperatures were higher than when closed, but it was shown that nonetheless there was a useful cooling effect from opening a window. The adaptive algorithm for window-opening behaviour was then used in thermal simulation studies for some typical office designs. The thermal simulation results were in general agreement with the findings of the field surveys. The adaptive algorithm is shown to provide insights not available using non adaptive simulation methods and can assist in achieving more comfortable, lower energy buildings while avoiding overheating.

[1]  Sudhir Gupta,et al.  Statistical Regression With Measurement Error , 1999, Technometrics.

[2]  Joseph Andrew Clarke,et al.  Using results from field surveys to predict the effect of open windows on thermal comfort and energy use in buildings , 2007 .

[3]  R. Fritsch,et al.  A stochastic model of user behaviour regarding ventilation , 1990 .

[4]  Sebastian Herkel,et al.  Statistical simulation of user behaviour in low-energy office buildings , 2007 .

[5]  M. A. Humphreys,et al.  Classroom Temperature, Clothing and Thermal Comfort -- A Study of Secondary School Children in Summertime. Building Research Establishment Current Paper 22/74. , 1974 .

[6]  Gail Brager,et al.  Operable windows, personal control and occupant comfort. , 2004 .

[7]  J. F. Nicol Characterising occupant behaviour in buildings : towards a stochastic model of occupant use of windows, lights, blinds, heaters and fans , 2001 .

[8]  Standard Ashrae Thermal Environmental Conditions for Human Occupancy , 1992 .

[9]  K. Steemers,et al.  Time-dependent occupant behaviour models of window control in summer , 2008 .

[10]  Sebastian Herkel,et al.  Towards a model of user behaviour regarding the manual control of windows in office buildings , 2008 .

[11]  Paul Gerard Tuohy,et al.  Characterising the use of windows in thermal simulation , 2007 .

[12]  Darren Robinson,et al.  An integrated adaptive model for overheating risk prediction , 2008 .

[13]  Christoph F. Reinhart,et al.  Lightswitch-2002: a model for manual and automated control of electric lighting and blinds , 2004 .

[14]  Christoph F. Reinhart,et al.  Adding advanced behavioural models in whole building energy simulation: A study on the total energy impact of manual and automated lighting control , 2006 .

[15]  J. F. Nicol,et al.  Developing an adaptive control algorithm for Europe , 2002 .

[16]  Vorapat Inkarojrit,et al.  Indoor climatic influences on the operation of windows in a naturally ventilated building , 2004 .

[17]  P. R. Warren,et al.  Window-opening behaviour in office buildings , 1984 .

[18]  J. F. Nicol,et al.  Thermal comfort: use of controls in naturally ventilated buildings , 2001 .

[19]  Joseph Andrew Clarke,et al.  A window opening algorithm and UK office temperature field results and thermal simulation , 2007 .

[20]  S. Roaf,et al.  Standards for Thermal Comfort: Indoor air temperature standards for the 21st century , 1995 .

[21]  D.R.G. Hunt,et al.  The use of artificial lighting in relation to daylight levels and occupancy , 1979 .

[22]  J. F. Nicol,et al.  Climatic variations in comfortable temperatures: the Pakistan projects , 1999 .

[23]  F. Nicol,et al.  Maximum temperatures in European office buildings to avoid heat discomfort , 2007 .

[24]  Bjarne W. Olesen,et al.  The philosophy behind EN15251: Indoor environmental criteria for design and calculation of energy performance of buildings , 2007 .

[25]  Joseph Andrew Clarke,et al.  Comfort driven adaptive window opening behaviour and the influence of building design , 2007 .