TY - GEN
T1 - Ecosystem-Level Biomimicry for the Built Environment
T2 - 5th International Conference on Building Energy and Environment, COBEE 2022
AU - Hinkelman, Kathryn
AU - Zuo, Wangda
AU - Wang, Jing
AU - Huang, Sen
AU - Wetter, Michael
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
PY - 2023
Y1 - 2023
N2 - This paper presents, to our knowledge, the first system-level engineering study to bio-mimic the cybernetics and flow dynamics of energy resources in natural ecosystems for the control of heterogeneous energy infrastructures in the built environment. To this end, we introduce a novel Biomimetic Pulsing State (BPS) control that functionally mimics mature ecosystems. A preliminary Modelica-based case study features a single-family residential building with electrical and HVAC subsystems. The BPS control objective is to minimize the energy exchange between the building and the grid for the purposes of future self-supporting buildings and grid stability. The building contains PV, a wind turbine, a battery storage system, and a fan coil/heat pump HVAC system served by an ambient district energy network. Evaluating the control performance (BPS vs. constant setpoint) over several renewable energy scenarios (net importer, net zero, net exporter), simulation results show how the building’s HVAC system can dynamically adjust its electrical load and temperatures to the electrical system’s net energy status in real-time with BPS control. As a net importer, the heat pump consumed 29% less energy and its peak power reduced by 15% with BPS control compared to the constant setpoint case, with the zone air temperature 1°C lower on average. As a net exporter, the heat pump effectively consumed the same energy, but the peak power increased by 34% with BPS control, while the zone air temperature was 1°C higher when renewable energy was abundant, preheating the home. BPS and constant setpoint control produced comparable results under a net zero scenario. While further evaluation is essential, BPS control may help communities meet their sustainability and resiliency targets as they transition towards fully distributed and renewable energy grids.
AB - This paper presents, to our knowledge, the first system-level engineering study to bio-mimic the cybernetics and flow dynamics of energy resources in natural ecosystems for the control of heterogeneous energy infrastructures in the built environment. To this end, we introduce a novel Biomimetic Pulsing State (BPS) control that functionally mimics mature ecosystems. A preliminary Modelica-based case study features a single-family residential building with electrical and HVAC subsystems. The BPS control objective is to minimize the energy exchange between the building and the grid for the purposes of future self-supporting buildings and grid stability. The building contains PV, a wind turbine, a battery storage system, and a fan coil/heat pump HVAC system served by an ambient district energy network. Evaluating the control performance (BPS vs. constant setpoint) over several renewable energy scenarios (net importer, net zero, net exporter), simulation results show how the building’s HVAC system can dynamically adjust its electrical load and temperatures to the electrical system’s net energy status in real-time with BPS control. As a net importer, the heat pump consumed 29% less energy and its peak power reduced by 15% with BPS control compared to the constant setpoint case, with the zone air temperature 1°C lower on average. As a net exporter, the heat pump effectively consumed the same energy, but the peak power increased by 34% with BPS control, while the zone air temperature was 1°C higher when renewable energy was abundant, preheating the home. BPS and constant setpoint control produced comparable results under a net zero scenario. While further evaluation is essential, BPS control may help communities meet their sustainability and resiliency targets as they transition towards fully distributed and renewable energy grids.
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U2 - 10.1007/978-981-19-9822-5_284
DO - 10.1007/978-981-19-9822-5_284
M3 - Conference contribution
AN - SCOPUS:85172723305
SN - 9789811998218
T3 - Environmental Science and Engineering
SP - 2663
EP - 2672
BT - Proceedings of the 5th International Conference on Building Energy and Environment
A2 - Wang, Liangzhu Leon
A2 - Ge, Hua
A2 - Ouf, Mohamed
A2 - Zhai, Zhiqiang John
A2 - Qi, Dahai
A2 - Sun, Chanjuan
A2 - Wang, Dengjia
PB - Springer Science and Business Media Deutschland GmbH
Y2 - 25 July 2022 through 29 July 2022
ER -