[HTML][HTML] 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 …

[HTML][HTML] Modeling energy demand—a systematic literature review

PA Verwiebe, S Seim, S Burges, L Schulz… - Energies, 2021 - mdpi.com
In this article, a systematic literature review of 419 articles on energy demand modeling,
published between 2015 and 2020, is presented. This provides researchers with an …

[HTML][HTML] E-commerce sales revenues forecasting by means of dynamically designing, develo** and validating a directed acyclic graph (DAG) network for deep …

DM Petroșanu, A Pîrjan, G Căruţaşu, A Tăbușcă… - Electronics, 2022 - mdpi.com
As the digitalization process has become more and more important in our daily lives, during
recent decades e-commerce has greatly increased in popularity, becoming increasingly …

A review of the recent developments in integrating machine learning models with sensor devices in the smart buildings sector with a view to attaining enhanced …

DM Petroșanu, G Căruțașu, NL Căruțașu, A Pîrjan - Energies, 2019 - mdpi.com
Lately, many scientists have focused their research on subjects like smart buildings, sensor
devices, virtual sensing, buildings management, Internet of Things (IoT), artificial intelligence …

Electricity consumption forecasting based on a bidirectional long-short-term memory artificial neural network

DM Petroșanu, A Pîrjan - Sustainability, 2020 - mdpi.com
The accurate forecasting of the hourly month-ahead electricity consumption represents a
very important aspect for non-household electricity consumers and system operators, and at …

[HTML][HTML] Surviving the energy transition: development of a proposal for evaluating sustainable business models for incumbents in Germany's electricity market

O Wagner, T Adisorn, L Tholen, D Kiyar - Energies, 2020 - mdpi.com
In the light of Germany's chosen path towards the energy transition, the regulatory
framework has changed considerably. New players have succeeded in entering the market …

[HTML][HTML] Analyses of distributed generation and storage effect on the electricity consumption curve in the smart grid context

SV Oprea, A Bâra, AI Uță, A Pîrjan, G Căruțașu - Sustainability, 2018 - mdpi.com
The householders' electricity consumption is about 20–30% of the total consumption that is a
significant space for demand response. Mainly, the householders are becoming more and …

[HTML][HTML] Designing, develo** and validating a forecasting method for the month ahead hourly electricity consumption in the case of medium industrial consumers

DM Petroșanu - Processes, 2019 - mdpi.com
An accurate forecast of the electricity consumption is particularly important to both
consumers and system operators. The purpose of this study is to develop a forecasting …

[HTML][HTML] Energy management expert assistant, a new concept

M Linan-Reyes, J Garrido-Zafra, A Gil-de-Castro… - Sensors, 2021 - mdpi.com
In recent years, interest in home energy management systems (HEMS) has grown
significantly, as well as the development of Voice Assistants that substantially increase …

[HTML][HTML] Designing, develo**, and implementing a forecasting method for the produced and consumed electricity in the case of small wind farms situated on quite …

A Pîrjan, G Căruțașu, DM Petroșanu - Energies, 2018 - mdpi.com
Accurate forecasting of the produced and consumed electricity from wind farms is an
essential aspect for wind power plant operators. In this context, our research addresses …