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Functions of fuzzy logic based controllers used in smart building

Ali M. Baniyounes, Yazeed Yasin Ghadi, Eyad Radwan, Khalid Al-Olimat

2022International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering12 citationsDOIOpen Access PDF

Abstract

<span>The main aim of this study is to support design and development processes of advanced fuzzy-logic-based controller for smart buildings e.g., heating, ventilation and air conditioning, heating, ventilation and air conditioning (HVAC) and indoor lighting control systems. Moreover, the proposed methodology can be used to assess systems energy and environmental performances, also compare energy usages of fuzzy control systems with the performances of conventional on/off and proportional integral derivative controller (PID). The main objective and purpose of using fuzzy-logic-based model and control is to precisely control indoor thermal comfort e.g., temperature, humidity, air quality, air velocity, thermal comfort, and energy balance. Moreover, this article present and highlight mathematical models of indoor temperature and humidity transfer matrix, uncertainties of users’ comfort preference set-points and a fuzzy algorithm.</span>

Topics & Concepts

HVACAir conditioningThermal comfortFuzzy logicController (irrigation)Computer scienceIndoor air qualityVentilation (architecture)PID controllerControl theory (sociology)Control engineeringFuzzy control systemTemperature controlAutomotive engineeringEnvironmental scienceControl (management)EngineeringArtificial intelligenceMeteorologyMechanical engineeringBiologyAgronomyEnvironmental engineeringPhysicsBuilding Energy and Comfort Optimization
Functions of fuzzy logic based controllers used in smart building | Litcius