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 …

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 …

Envisioning Romania's Path to Sustainable Development: A Prognostic Approach

AN Ciucu-Durnoi, MS Florescu, C Delcea - Sustainability, 2023 - mdpi.com
The objectives of sustainable development aim to find a balance between economic, social,
and ecological plans through which to reduce the use of the planet's resources without …

E-commerce sales revenues forecasting by means of dynamically designing, developing and validating a directed acyclic graph (DAG) network for deep learning

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 …

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 …

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 …

Forecasting Sustainable Development Indicators in Romania: A Study in the European Context

AN Ciucu, C Ioanăș, M Iordan, C Delcea - Sustainability, 2024 - mdpi.com
Sustainable development is a very important and highly debated concept worldwide, with
almost all states around the globe recognizing the importance of supporting a balancing of …

Use of neural network based prediction algorithms for powering up smart portable accessories

Z Qadir, E Ever, C Batunlu - Neural Processing Letters, 2021 - Springer
Emerging Trends in the use of smart portable accessories, particularly within the context of
the Internet of Things (IoT), where smart sensor devices are employed for data gathering …

Designing, developing 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 …

[PDF][PDF] Modeling Energy Demand—A Systematic Literature Review. Energies 2021, 14, 7859

PA Verwiebe, S Seim, S Burges, L Schulz… - 2021 - depositonce.tu-berlin.de
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 …