Application of forecasting strategies and techniques to natural gas consumption: A comprehensive review and comparative study
N Tian, B Shao, G Bian, H Zeng, X Li, W Zhao - Engineering Applications of …, 2024 - Elsevier
Accurate forecasting of natural gas consumption (NGC) plays an important role in energy
supply, energy trading, economic effects and environmental sustainability. NGC forecasts …
supply, energy trading, economic effects and environmental sustainability. NGC forecasts …
Peak electrical energy consumption prediction by ARIMA, LSTM, GRU, ARIMA-LSTM and ARIMA-GRU approaches
Forecasting peak electrical energy consumption is important because it allows utilities to
properly plan for the production and distribution of electrical energy. This reduces operating …
properly plan for the production and distribution of electrical energy. This reduces operating …
Hybrid time series models with exogenous variable for improved yield forecasting of major Rabi crops in India
P Pandit, A Sagar, B Ghose, P Dey, M Paul… - Scientific Reports, 2023 - nature.com
Accurate and in-time prediction of crop yield plays a crucial role in the planning,
management, and decision-making processes within the agricultural sector. In this …
management, and decision-making processes within the agricultural sector. In this …
A data-driven model to forecast multi-step ahead time series of Turkish daily electricity load
KD Ünlü - Electronics, 2022 - mdpi.com
It is critical to maintain a balance between the supply and the demand for electricity because
of its non-storable feature. For power-producing facilities and traders, an electrical load is a …
of its non-storable feature. For power-producing facilities and traders, an electrical load is a …
[HTML][HTML] A breakthrough in achieving carbon neutrality in Poland: Integration of renewable energy sources and Poland's 2040 energy policy
The Polish energy market depends upon the solid fuels which are the main cause of
greenhouse gas emissions. According to the European green deal, the EU has set a target …
greenhouse gas emissions. According to the European green deal, the EU has set a target …
pTS-LSTM: Temperature prediction for fused filament fabrication using thermal image time series
In-situ thermography for Fuse Filament Fabrication (FFF) processes reveals the dynamic
thermal behavior during printing. The data collected are thermal image time series. Their …
thermal behavior during printing. The data collected are thermal image time series. Their …
International natural gas price trends prediction with historical prices and related news
Under the idea of low carbon economy, natural gas has drawn widely attention all over the
world and becomes one of the fastest growing energies because of its clean, high calorific …
world and becomes one of the fastest growing energies because of its clean, high calorific …
Energy markets restructure beyond 2022 and its implications on Qatar LNG sales strategy: Business forecasting and trend analysis
The emergence of new suppliers and energy resources has reshaped the energy market in
terms of contractual structures and pricing systems. The market shifts were accelerated in …
terms of contractual structures and pricing systems. The market shifts were accelerated in …
Analysis of the Effectiveness of ARIMA, SARIMA, and SVR Models in Time Series Forecasting: A Case Study of Wind Farm Energy Production.
The primary objective of this study is to evaluate the accuracy of different forecasting models
for monthly wind farm electricity production. This study compares the effectiveness of three …
for monthly wind farm electricity production. This study compares the effectiveness of three …
Research on the decision-making method of coal order price and coal purchase quantity based on prediction
Y Wang, Y Wang, J Zhang, J Li, Y Wu - Computers & Industrial Engineering, 2024 - Elsevier
The imbalance of coal supply and uncertainty of demand changes have brought great
challenges to the stable supply of coal. In the actual trading process, there are problems …
challenges to the stable supply of coal. In the actual trading process, there are problems …