Publications

Learning building occupants’ indoor environmental quality complaints and dissatisfaction from text-mining Booking.com reviews in the United States

Learning building occupants’ indoor environmental quality complaints and dissatisfaction from text-mining Booking.com reviews in the United States

Nan Ma, Qi Zhang, Fabricio Murai, William W. Braham, Holly W. Samuelson

Published in Building and Environment

Traditional post occupancy evaluation (POE) poses a challenge to the comprehensive knowledge of occupant dissatisfaction with indoor environmental quality (IEQ) due to the nature of the pre-defined questionnaire structure and time-consuming data collection procedures. At the same time,

Blockchain + IoT sensor network to measure, evaluate and incentivize personal environmental accounting and efficient energy use in indoor spaces

Blockchain + IoT sensor network to measure, evaluate and incentivize personal environmental accounting and efficient energy use in indoor spaces

Nan Ma, Alex Waegel, Max Hakkarainen, William W. Braham, Lior Glass, Dorit Aviv

Published in Applied Energy

Electric demand flexibility in buildings is highly dependent on occupant behavior. Evaluating and incentivizing these behaviors can provide grid-responsive support and encourage demand response (DR) participation. To achieve these goals, we developed an infrastructure for connecting Internet of Things (IoT) sensors to a distributed ledger (blockchain network) for long-term monitoring of energy and environmental performance.

Optimizing the Passive House Planning Package simulation tool: A bottom-up dynamic approach to reduce building performance gap

Optimizing the Passive House Planning Package simulation tool: A bottom-up dynamic approach to reduce building performance gap

Ye Kang, Nan Ma, Victor Bunster, Victor W-C Chang, Jin Zhou

Published in Energy and Buildings

The Passive House Planning Package (PHPP) simulation tool is the only authorized software in Australia for the Passivhaus (PH) certification. Despite its key role in this certification scheme, previous studies have reported significant gaps between the simulated and actual performance.

Impacts of building envelope design on indoor ozone exposures and health risks in urban environments

Impacts of building envelope design on indoor ozone exposures and health risks in urban environments

Nan Ma, Max Hakkarainen, Miaomiao Hou, Dorit Aviv, William W Braham

Published in Indoor and Built Environment

Much of human exposure to ozone takes place indoors. However, few studies have focused on human ozone exposures in normally occupied residential houses in the U.S. urban environments. Only rare studies have explored the implication of building envelope design variables on outdoor ozone penetration.

Featured publications
Adaptive behavior and different thermal experiences of real people

Adaptive behavior and different thermal experiences of real people

A Bayesian neural network approach to thermal preference prediction and classification

Nan Ma, Liang Chen, Jian Hu, Paris Perdikaris, William W. Braham

Published in Building and Environment

Various observed and unquantifiable factors affect the thermal comfort of occupants in indoor environments and can lead to high uncertainty in the prediction and classification of their thermal preferences.

Featured publications
Measuring the right factors: A review of variables and models for thermal comfort and indoor air quality

Measuring the right factors: A review of variables and models for thermal comfort and indoor air quality

Nan Ma, Dorit Aviv, Hongshan Guo, William W. Braham

Published in Renewable and Sustainable Energy Reviews

The indoor environment directly affects health and comfort as humans spend most of the day indoors. However, improperly controlled ventilation systems can expend unnecessary energy and increase health risks, while improved thermal and air quality can often result in higher energy consumption.

Featured publications
The Usability Study of a Proposed Environmental Experience Design Framework for Active Ageing

The Usability Study of a Proposed Environmental Experience Design Framework for Active Ageing

Masa Noguchi, Nan Ma, Catherine Mei Min Woo, Hing-wah Chau, and Jin Zhou

Published in MDPI Sustainability

Growing ageing population today may be necessitating building design decision makers to reconsider the indoor environmental quality (IEQ) standards in a way that accommodates senior occupants’ diverse and individual needs and demands. An experience design approach to rationalising and individualising end-user experience on how to utilise tangible products may serve to reflect user perceptions.

Design lessons from three Australian dementia support facilities

Design lessons from three Australian dementia support facilities

Hing-wah Chau, Clare Newton, Catherine Mei Min Woo, Nan Ma, Jiayi Wang, Lu Aye

Published in MDPI Buildings

There is a significant increase in the number of people with dementia, and the demand for residential support facilities is expected to increase. Providing an appropriate living environment for residents with dementia, which can cater for their specific needs is crucial.

Structuring the Environmental Experience Design Research Framework through Selected Aged Care Facility Data Analyses in Victoria

Structuring the Environmental Experience Design Research Framework through Selected Aged Care Facility Data Analyses in Victoria

Nan Ma, Hing-wah Chau, Jin Zhou, Masa Noguchi

Published in MDPI Sustainability

Humans relate to the living environment physically and psychologically. Environmental psychology has a rich developed history while experience design emerged recently in the industrial design domain. Nonetheless, these approaches have barely been merged, understood or implemented in architectural design practices. This study explored the correlation between experience design and environmental psychology.

Patent CN106593008A: Ecological recyclable large-scale building group energy system

Patent CN106593008A: Ecological recyclable large-scale building group energy system

Nan Ma and Kai She

The invention relates to an ecological recyclable large-scale building group energy system which can be applied to a plurality of building groups in cities. Each building group includes a plurality of buildings. Solar cell panels and solar heat collectors are paved on the roofs and/or walls of the buildings; storage batteries and heat-insulating water storage tanks are arranged in each building group;

Contact

Worcester Polytechnic Institute
Department of Civil, Environmental, & Architectural Engineering
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100 Institute Rd
Worcester, MA 01609

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