Abstract–Prediction of energy consumption in buildings is the process that allows estimating
the amount of energy consumed in a specific future period. Typically, a predicted energy …

With the development of urbanization, buildings have become a major source of energy
consumption. This research uses a data-driven approach to achieve accurate building …

This study evaluates the effectiveness of the long and short-term (LSTM) implementation
with a particular emphasis on assessing the impact of transfer learning techniques in …

Building energy modeling is pivotal in achieving sustainable energy goals throughout a
building's design and operation. However, discrepancies often arise between actual energy …

Currently, building energy consumption prediction models are usually based on a large
amount of historical operational data in high demands of building operating hours and …

Two transitions, green and digital, are changing the operations and strategies of industrial
systems. At the same time, businesses are challenged to be globally competitive. Europe …

The significant energy consumption associated with the built environment demands
comprehensive energy prediction modelling. Leveraging their ability to capture intricate …

Accurately predicting building air-conditioning energy consumption is particularly important
for energy management. However, for small datasets, there is a lack of simple and effective …

Building energy assessment models are considered to be one of the most informative
methods in building energy efficiency design, and most of the current building energy …

Supply chain management involves managing the entire manufacturing process, from
purchasing supplies to delivering the final product. Demand forecasting helps businesses …