Thermal comfort-constrained nonlinear operational optimization of a solar-absorption-radiant cooling system
• A thermal comfort-constrained NLP-based optimal controller is developed. • The solar-absorption-radiant cooling system has a solar fraction of 0.8. • Stricter comfort constraints increase the cost and emissions by 30.96% and 37.5%. • Doubling the ventilation rate increases daily operating costs by 19%. • The solar-assisted system saves 45.9% on costs and reduces emissions by 52.5%. With the increasing demand for sustainable building solutions, especially under extreme weather conditions, there is a growing need for renewable-powered cooling systems that can minimize energy consumption and carbon emissions. Solar-absorption-radiant cooling systems offer a promising alternative to traditional air conditioning systems, but their effectiveness relies on efficient control strategies. This study investigates the optimal control of a solar-absorption-radiant cooling system for a single-story office building using non-linear programming (NLP) to minimize operating costs while maintaining thermal comfort. This is achieved by directly integrating the building model and thermal comfort calculations within the optimization procedure. By incorporating a solar collector, storage tank, assisting boiler, and absorption chiller, the system achieves a solar fraction of 0.8, minimizing daily operating costs to 2.11 USD and carbon emissions to ∼ 39.1 k g C O 2 . The system maintains an average PMV of 0.14, an operative temperature of 25.63 °C, and a coefficient of performance of 0.72. The study also explores the impact of varying thermal comfort constraints, ventilation rates, and inlet air temperatures on system performance. Stricter comfort constraints (PMV=-0.2 to 0.2) increase costs and emissions by 30.96 % and 37.5 % respectively, due to increased reliance on the natural gas boiler. Doubling the ventilation rate based on fresh outdoor air increases daily costs and emissions by 19 % and 22.6 % respectively. Conversely, utilizing a supplementary system to supply ventilation air at 25 °C significantly reduces costs and emissions by 26.2 % and 25.4 % respectively, and increases the solar fraction to 0.92. Compared to a conventional system powered solely by a natural gas boiler, the solar-powered system achieves substantial cost savings (45.9 %), reduced carbon emissions (52.5 %), and improved thermal comfort, highlighting the potential of this technology for sustainable building operations.
Authors
- Mohamad T. Araji (ORCID: https://orcid.org/0000-0002-8893-7863)
- Muhammed A. Hassan (ORCID: https://orcid.org/0000-0002-0825-5644)
- Mahmoud A. Kassem
- Ahmed E. Elbakhshwan (ORCID: https://orcid.org/0009-0009-3786-4930)
Institutions
- Cairo University (EG)
- University of Waterloo (CA)
Publication Details
- Journal
- Energy Conversion and Management
- Published
- 2024-11-04
- DOI
- https://doi.org/10.1016/j.enconman.2024.119204
- Citations
- 4
- Primary Topic
- Building Energy and Comfort Optimization
- Type
- article
- Field-Weighted Citation Impact
- 1.06