RLF and TS fuzzy model identification of indoor thermal comfort based on PMV/PPD

• Main Authors: Homod R.Z., Mohamed Sahari K.S., Almurib H.A.F., Nagi F.H.
• Other Authors: 36994633500
• Format: Article
• Published: 2023
• Subjects: Building model; Energy control; HVAC; PMV/PPD; RLF method; Thermal comfort; Air conditioning; Identification (control systems); Newton-Raphson method; Power control; Signal processing; Structural optimization; Building structure; Delay Time; Empirical calculations; Gauss-Newton methods; HVAC system; Hybrid model; Indoor thermal comfort; Modeling capabilities; Non-linear regression; Optimization procedures; Parameter variation; Predicted mean vote; Reference signals; Residential load factors; Structure identification; T S models; T-S fuzzy models; Takagi-sugeno fuzzy models; Temperature reference; Thermal inertia; Thermal sensations; White-box models; air conditioning; architectural design; fuzzy mathematics; Gaussian method; indoor air; optimization

This work presents a hybrid model to be used for effectively controlling indoor thermal comfort in a heating, ventilating and air conditioning (HVAC) system. The first modeling part is related to the building structure and its fixture. Since building models contain many nonlinearities and have large...