Two neural-metaheuristic techniques based on vortex search and backtracking search algorithms for predicting the heating load of residential buildings
Sign Up to like & getrecommendations! Published in 2020 at "Engineering with Computers"
DOI: 10.1007/s00366-020-01074-z
Abstract: Analyzing the thermal load is a significant task for energy-efficient buildings. Intelligent models have shown high reliability for predicting the heating load of different buildings. But computational shortcomings like local minima have yet remained a… read more here.
Keywords: search; vortex search; algorithms; heating load ... See more keywords
Application of shape-stabilized phase-change material sheets as thermal energy storage to reduce heating load in Japanese climate
Sign Up to like & getrecommendations! Published in 2017 at "Building and Environment"
DOI: 10.1016/j.buildenv.2017.08.038
Abstract: Abstract A shape-stabilized phase-change material (SSPCM) was installed on the floor, walls, and ceiling of various buildings, and its effects on indoor room temperature stabilization and heating load reduction were examined using experiments and simulations.… read more here.
Keywords: storage; phase change; stabilized phase; heating load ... See more keywords
Stack-driven infiltration and heating load differences by floor in high-rise residential buildings
Sign Up to like & getrecommendations! Published in 2019 at "Building and Environment"
DOI: 10.1016/j.buildenv.2019.05.006
Abstract: Abstract The vertical airflow is generated in high-rise buildings due to the stack effect caused by temperature differences between the inside and the outside of the building. The stack effect causes various problems such as… read more here.
Keywords: infiltration; load; high rise; rise residential ... See more keywords
Applicability of phase change material according to climate zones as defined in ASHRAE standard 169-2013
Sign Up to like & getrecommendations! Published in 2021 at "Building and Environment"
DOI: 10.1016/j.buildenv.2021.107771
Abstract: Abstract The improvement of the heating load reduction effect through indoor temperature stabilization and the possibility of applying phase change materials (PCMs) in various climates were examined. The indoor temperature and heat flow of each… read more here.
Keywords: load reduction; heating load; phase change;
A high-temporal resolution residential building occupancy model to generate high-temporal resolution heating load profiles of occupancy-integrated archetypes
Sign Up to like & getrecommendations! Published in 2020 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2019.109577
Abstract: Abstract A strong correlation exists between occupant behaviour and space heating energy use. In particular, the occupancy status (e.g., daytime absence) is known to have a significant influence on residential heating load profiles, as well… read more here.
Keywords: temporal resolution; high temporal; model; heating load ... See more keywords
Predicting hourly heating load in a district heating system based on a hybrid CNN-LSTM model
Sign Up to like & getrecommendations! Published in 2021 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2021.110998
Abstract: Abstract Heat loads change dynamically with meteorological conditions and user demand, and the related accurate prediction algorithms are conducive to the realization of optimized automatic control and green heating. However, a traditional load forecasting algorithm… read more here.
Keywords: district heating; heating system; cnn lstm; model ... See more keywords