AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives
In theory, building automation and management systems (BAMSs) can provide all the
components and functionalities required for analyzing and operating buildings. However, in …
components and functionalities required for analyzing and operating buildings. However, in …
[HTML][HTML] Building energy simulation and its application for building performance optimization: A review of methods, tools, and case studies
As one of the most important and advanced technology for carbon-mitigation in the building
sector, building performance simulation (BPS) has played an increasingly important role …
sector, building performance simulation (BPS) has played an increasingly important role …
Prediction of energy production level in large pv plants through auto-encoder based neural-network (auto-nn) with restricted boltzmann feature extraction
G Ramesh, J Logeshwaran, T Kiruthiga, J Lloret - Future Internet, 2023 - mdpi.com
In general, reliable PV generation prediction is required to increase complete control quality
and avoid potential damage. Accurate forecasting of direct solar radiation trends in PV …
and avoid potential damage. Accurate forecasting of direct solar radiation trends in PV …
A review and reflection on open datasets of city-level building energy use and their applications
Data related to building energy use fuels the research and applications on building energy
efficiency, which is an essential measure to address global energy and environmental …
efficiency, which is an essential measure to address global energy and environmental …
[HTML][HTML] Powering nodes of wireless sensor networks with energy harvesters for intelligent buildings: A review
Intelligent buildings play a fundamental role in achieving efficient energy management in the
building sector in many countries worldwide. Improving energy consumption within a …
building sector in many countries worldwide. Improving energy consumption within a …
Towards developing a systematic knowledge trend for building energy consumption prediction
The rapid depletion of natural sources of energy, coupled with increasing global population
has triggered the emergence of various techniques and strategies for building energy …
has triggered the emergence of various techniques and strategies for building energy …
Classification, experimental assessment, modeling methods and evaluation metrics of Trombe walls
Solar energy building applications are attracting increasing attention from researchers,
engineers, businessmen and officials due to their significant benefits in sustainable …
engineers, businessmen and officials due to their significant benefits in sustainable …
Energy performance of a rural residential building with PCM-silica aerogel sunspace in severe cold regions
Abstract Heating, Ventilation and Air Conditioning (HVAC) systems are the important
component of building energy consumption (EnC), especially in the severe cold area …
component of building energy consumption (EnC), especially in the severe cold area …
A comprehensive evaluation of the most suitable HVAC system for an industrial building by using a hybrid building energy simulation and multi criteria decision …
Great demand for energy and growing trend in the use of energy-efficient HVAC systems
force researchers to focus on the importance of choosing the most appropriate HVAC system …
force researchers to focus on the importance of choosing the most appropriate HVAC system …
Data mining approach for improving the optimal control of HVAC systems: An event-driven strategy
Heating, ventilation and air conditioning (HVAC) systems contribute to a major portion of
energy consumption in buildings. Real-time optimal control is an efficient tool to improve the …
energy consumption in buildings. Real-time optimal control is an efficient tool to improve the …