4.8 Article

Time-dependent solar aperture estimation of a building: Comparing grey-box and white-box approaches

Related references

Note: Only part of the references are listed.
Article Construction & Building Technology

Influence of data pre-processing and sensor dynamics on grey-box models for space-heating: Analysis using field measurements

Xingji Yu et al.

Summary: This paper investigates the application of grey-box models in actual building testing cases and finds that data pre-processing has minimal impact on deterministic models but has a noticeable influence on the performance of stochastic models.

BUILDING AND ENVIRONMENT (2022)

Article Construction & Building Technology

Data pre-processing and optimization techniques for stochastic and deterministic low-order grey-box models of residential buildings

Xingji Yu et al.

Summary: The article introduces grey-box models and their applications in characterizing the thermal properties of building envelopes, discussing the influence of data pre-processing and training data on deterministic and stochastic innovation form of grey-box models.

ENERGY AND BUILDINGS (2021)

Article Construction & Building Technology

Non-linear grey-box modelling for heat dynamics of buildings

Christian Ankerstjerne Thilker et al.

Summary: This paper presents a non-linear grey-box model based on stochastic differential equations to describe the heat dynamics of a school building in Denmark equipped with a water-based heating system. The model accurately predicts indoor air temperature, return water temperature, and heat load, laying the foundation for grey-box models of buildings using different types of water-based heating systems.

ENERGY AND BUILDINGS (2021)

Article Green & Sustainable Science & Technology

Measuring the heat transfer coefficient (HTC) in buildings: A stakeholder's survey

C. Deb et al.

Summary: This study presents the results of an international survey targeting stakeholders in the building industry from 14 European countries regarding on-site measurements of the heat transfer coefficient (HTC). The survey reveals stakeholders' high interest in measuring the HTC on-site and provides insights on aspects such as measurement duration, setup cost, and acceptable error. The assimilated understanding from the survey will help identify opportunities for a progressive assessment campaign involving on-site measurements in the building and construction industry.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2021)

Review Green & Sustainable Science & Technology

Grey-box modeling and application for building energy simulations-A critical review

Yanfei Li et al.

Summary: Grey-box modeling, as a fundamental modeling technique for building energy models, has advantages over black-box and white-box modeling, but faces challenges such as unclear theoretical limitations and assumptions, confusing naming conventions and structures, and lack of unified software solutions. Thorough evaluation of grey-box modeling is lacking, and there are difficulties in the modeling process with various theoretical and practical challenges.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2021)

Article Construction & Building Technology

Assessment of data analysis methods to identify the heat loss coefficient from on-board monitoring data

Marieline Senave et al.

ENERGY AND BUILDINGS (2020)

Article Construction & Building Technology

Thermal performance of occupied homes: A dynamic grey-box method accounting for solar gains

Frances P. Hollick et al.

ENERGY AND BUILDINGS (2020)

Article Construction & Building Technology

Automated grey box model implementation using BIM and Modelica

Ando Andriamamonjy et al.

ENERGY AND BUILDINGS (2019)

Review Green & Sustainable Science & Technology

A review of data-driven building energy consumption prediction studies

Kadir Amasyali et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)

Review Energy & Fuels

Photovoltaic integrated shading devices (PVSDs): A review

Xiang Zhang et al.

SOLAR ENERGY (2018)

Article Construction & Building Technology

Implementation and verification of the IDEAS building energy simulation library

F. Jorissen et al.

JOURNAL OF BUILDING PERFORMANCE SIMULATION (2018)

Article Construction & Building Technology

Impact of the controller model complexity on model predictive control performance for buildings

Damien Picard et al.

ENERGY AND BUILDINGS (2017)

Article Energy & Fuels

A Modelica library for the agent-based control of building energy systems

Felix Buenning et al.

APPLIED ENERGY (2017)

Article Construction & Building Technology

Toolbox for development and validation of grey-box building models for forecasting and control

Roel De Coninck et al.

JOURNAL OF BUILDING PERFORMANCE SIMULATION (2016)

Article Energy & Fuels

Multi-floor building heating models in MATLAB and Modelica environments

D. W. U. Perera et al.

APPLIED ENERGY (2016)

Article Construction & Building Technology

Cooperative fuzzy model predictive control for heating and cooling of buildings

M. Killian et al.

ENERGY AND BUILDINGS (2016)

Article Construction & Building Technology

Modeling and simulation of the heating circuit of a multi-functional building

R. Sangi et al.

ENERGY AND BUILDINGS (2016)

Article Construction & Building Technology

Comparison of characterisation methods determining the thermal resistance of building components from onsite measurements

An-Heleen Deconinck et al.

ENERGY AND BUILDINGS (2016)

Review Green & Sustainable Science & Technology

Outdoor test cells for building envelope experimental characterisation - A literature review

G. Cattarin et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2016)

Article Thermodynamics

Review of modeling methods for HVAC systems

Abdul Afram et al.

APPLIED THERMAL ENGINEERING (2014)

Article Construction & Building Technology

Quality of grey-box models and identified parameters as function of the accuracy of input and observation signals

G. Reynders et al.

ENERGY AND BUILDINGS (2014)

Article Construction & Building Technology

Development and validation of a gray box model to predict thermal behavior of occupied office buildings

Thomas Berthou et al.

ENERGY AND BUILDINGS (2014)

Article Construction & Building Technology

Modelica Buildings library

Michael Wetter et al.

JOURNAL OF BUILDING PERFORMANCE SIMULATION (2014)

Article Construction & Building Technology

Energy analysis of chilled water system configurations using simulation-based optimization

Muzaffar Ali et al.

ENERGY AND BUILDINGS (2013)

Article Construction & Building Technology

Building models for model predictive control of office buildings with concrete core activation

Maarten Sourbron et al.

JOURNAL OF BUILDING PERFORMANCE SIMULATION (2013)

Article Construction & Building Technology

The effect of a reflective underlay on the global thermal behaviour of pitched roofs

S. Roels et al.

BUILDING AND ENVIRONMENT (2011)

Article Construction & Building Technology

Identifying suitable models for the heat dynamics of buildings

Peder Bacher et al.

ENERGY AND BUILDINGS (2011)

Review Construction & Building Technology

An accurate calculation model of solar heat gain through glazed surfaces

Giuseppe Oliveti et al.

ENERGY AND BUILDINGS (2011)

Article Construction & Building Technology

A systematic procedure to study the influence of occupant behavior on building energy consumption

Zhun Yu et al.

ENERGY AND BUILDINGS (2011)

Article Construction & Building Technology

Models for describing the thermal characteristics of building components

M. J. Jimenez et al.

BUILDING AND ENVIRONMENT (2008)

Article Construction & Building Technology

Effects of wind on the transmission heat loss in duo-pitched insulated roofs: A field study

A. Janssens et al.

ENERGY AND BUILDINGS (2007)

Article Automation & Control Systems

Parameter estimation in stochastic grey-box models

NR Kristensen et al.

AUTOMATICA (2004)

Article Construction & Building Technology

The inlet temperature as a boundary condition for multiple-skin facade modelling

D Saelens et al.

ENERGY AND BUILDINGS (2004)