Natural Ventilation for Passive Cooling by Means of Optimized Control Logics. (2017)

• Record Type: Journal Article
• Authors: Rinaldi, Alessandro; Roccotelli, Michele; Mangini, Agostino Marcello; Fanti, Maria Pia; Iannone, Francesco
• Is Part Of: Procedia engineering. Volume 180(2017)
• Page Start: 841
• Page End: 850
• Publication Date: 2017
• Subjects: Natural ventilation -- Passive cooling -- Building automation -- Particle Swarm Optimization; Engineering -- Congresses; Engineering -- Periodicals; Engineering; Conference proceedings; Periodicals; 620.005
• DOI: 10.1016/j.proeng.2017.04.245
• Languages: English
• ISSNs: 1877-7058

Abstract

Abstract: Natural ventilation is one of the most efficient solutions to improve thermal comfort in buildings, particularly for passive and hybrid cooling. This paper analyses the potential of building automation systems for ventilative cooling in residential buildings. In relation to internal and external temperature, an optimized control strategy of window opening is developed to ensure adequate levels of indoor thermal comfort, reducing energy consumption for cooling. In particular, the control of ventilation is calibrated by an optimized variable set-point and a Particle Swarm Optimization (PSO) method is adopted with objective function that minimizes the thermal discomfort hours. The PSO algorithm is implemented in MATLAB and integrated with TRNSYS energy simulation software. A case study focusing on an existing Italian typical building of the'60s, situated in the Mediterranean climatic context is presented. Thermal comfort analysis, according to the adaptive thermal comfort theory (EN 15251-2007), shows that the optimized control logics for natural ventilation determines a significant reduction of overheating discomfort in reference to the case with ventilation only for indoor air quality at fixed hours. Combining the passive cooling system with an active cooling, there are also reductions in energy consumptions for cooling. The results show how the proposed optimized control logics increase the potentialities of natural ventilation strategies to the improvement of energy and thermal performance of buildings, integrating or replacing the conventional efficiency strategies.