Methods of forecasting electric energy consumption: A literature review

RV Klyuev, ID Morgoev, AD Morgoeva, OA Gavrina… - Energies, 2022 - mdpi.com
Balancing the production and consumption of electricity is an urgent task. Its implementation
largely depends on the means and methods of planning electricity production. Forecasting is …

The system of models and optimization of operating modes of a catalytic reforming unit using initial fuzzy information

B Orazbayev, A Zhumadillayeva, K Orazbayeva… - Energies, 2022 - mdpi.com
The study aims to develop a system of models and a method for optimizing the operating
modes of a catalytic reforming unit using fuzzy information, which makes it possible to …

Application of a model based on rough set theory (RST) to estimate the energy efficiency of public buildings

J Piotrowska-Woroniak, T Szul - Energies, 2022 - mdpi.com
The study was carried out on a group of 85 public buildings, which differed in type of use,
construction technology and heating systems. From the collected data, a set of qualitative …

The Impact of Weather-Forecast-Based Regulation on Energy Savings for Heating in Multi-Family Buildings

J Piotrowska-Woroniak, T Szul, K Cieśliński, J Krilek - Energies, 2022 - mdpi.com
In this study, based on 19 years of research, an analysis of thermal energy consumption for
heating was carried out on a group of 22 residential multi-family buildings located in a …

Application of a thermal performance-based model to prediction energy consumption for heating of single-family residential buildings

T Szul - Energies, 2022 - mdpi.com
Energy consumption for heating of single-family residential buildings is a basic item in
energy balance and significantly affects their operating costs. Accuracy of heat consumption …

Assessment and forecast of green total factor energy efficiency in the yellow river basin—A perspective distinguishing the upper, middle and lower stream

M Ma, Q Wang - Sustainability, 2022 - mdpi.com
As the fifth-longest river globally, the Yellow River is of great importance to the world's
ecological protection. Due to its location as an essential ecological barrier and economic …

Identification and health-aware economic control of production systems: A fuzzy logic max plus algebraic approach

M Mrugalski - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
The first objective of this paper is to settle the practical problem pertaining to the modelling
and identification of the production system performance, which is defined a discrete event …

[HTML][HTML] Assessment of Municipal Waste Forecasting Methods in Poland Considering Socioeconomic Aspects

K Nęcka, T Szul, J Piotrowska-Woroniak, K Pancerz - Energies, 2024 - mdpi.com
As a public service, municipal waste management at the local and regional levels should be
carried out in an environmentally friendly and economically justified manner. Information on …

Sustainable Buildings: A Choice, or a Must for Our Future?

S Khiati, R Belarbi, A Yahia - Energies, 2023 - mdpi.com
Construction is a key sector for green growth on a global scale. Buildings are responsible for
more than 45% of final energy consumption, and more than 36% of greenhouse gas …

Energy usage prediction based on multi-system data for public buildings using machine learning methods

Y Li, Y Peng, D Zhang, Y Mai, Z Ruan… - … on Computers and …, 2021 - ieeexplore.ieee.org
The Heating, Ventilation, and Air Conditioning (HVAC) system accounts for a significant
portion of the energy consumption of the public building system, and using an efficient …