[HTML][HTML] Automatic model calibration for coupled HVAC and building dynamics using Modelica and Bayesian optimization

V Martinez-Viol, EM Urbano, M Delgado-Prieto… - Building and …, 2022 - Elsevier
In recent years, increasing the energy efficiency of the building has become one of the
objectives of facility managers. In this sense, monitoring-based commissioning and …

[HTML][HTML] Calibration of a hybrid model for HVAC systems for fault data generation

V Martinez-Viol, F Arellano-Espitia… - Journal of Building …, 2024 - Elsevier
The application of automated fault detection and diagnosis algorithms has proven to be an
effective way to increase the energy efficiency of buildings. While data-driven strategies …

Defining the calibration process for building thermal performance simulation during the warm season: a case study of a single-family log house

M Možina, L Pajek, PD Nadarajah… - Advances in Building …, 2024 - Taylor & Francis
The study aimed to develop a holistic, evidence-based calibration strategy and define a
hybrid step-by-step methodology for building thermal simulations during the warm season …

Multi-level identification performance for RC-based control-oriented model of the UK office archetype

G Chen, I Korolija, D Rovas - 2023 - discovery.ucl.ac.uk
Resistance-capacitance-based grey-box models are widely adopted as one of the modelling
solutions in model-predictive controls. These models have been evaluated to determine the …

Defining the Calibration Process for Building Thermal Performance Simulation During the Hot Season: A Case Study of a Single-Family Log House

M Možina, L Pajek, NP Diliban, MK Singh… - Available at SSRN … - papers.ssrn.com
The study aimed to define a transparent, step-by-step evidence-based approach to the
calibration process for thermal simulations of buildings during the hot season. The hybrid …

Defining the Calibration Process for Building Thermal Performance Simulation: A Case Study of a Single-Family Log House

M Možina, L Pajek, NP Diliban, MK Singh… - Available at SSRN … - papers.ssrn.com
The study aimed to define a transparent, step-by-step approach to the calibration process for
thermal simulations of buildings. The aim was addressed by calibrating the thermal …