No matter the season, thermostat wars rage in offices worldwide. Employees bicker over the temperature, complaining that it is either too hot or too cold.
"Improving the quality of the office-building environment impacts the comfort of employees, which in turn influences their productivity," said Hashem Akbari, professor at Concordia University in Canada.
The researchers simulated their method in an open-air office building with five zones and four occupants per zone.
Using data analysis techniques, they modelled the preferences of each office worker. As a result, they could simulate worker-preferred indoor temperatures, ventilation rates, natural illumination and artificial lighting based on sensors placed throughout the office.
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"We considered several parameters, including energy exchange processes across the building, sets of indoor and outdoor environmental parameters, energy prices, indoor air quality, occupants' activities and personalised thermal and visual preferences," said Farhad Mofidi, a graduate from Concordia University.
"The proposed method is able to act as the brain behind the decision-making system of a cloud-based energy management platform," Mofidi said.
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