Towards a rigorous consideration of occupant behaviours of residential households for effective electrical energy savings: An overview
There are two primary ways to save energy within a building:(1) through improving building
engineering structures and adopting efficient appliance ownership, and (2) through …
engineering structures and adopting efficient appliance ownership, and (2) through …
[PDF][PDF] Analysis of data mining techniques and its applications
FZ Maksood, G Achuthan - International Journal of Computer …, 2016 - academia.edu
The exponential increase in data over the recent years has urged for techniques to log,
process and analyze these records. Heavy data repositories with a bulk of unprocessed …
process and analyze these records. Heavy data repositories with a bulk of unprocessed …
Improving long-horizon forecasts with expectation-biased LSTM networks
State-of-the-art forecasting methods using Recurrent Neural Net-works (RNN) based on
Long-Short Term Memory (LSTM) cells have shown exceptional performance targeting short …
Long-Short Term Memory (LSTM) cells have shown exceptional performance targeting short …
Empowering Sustainability: A Consumer-Centric Analysis Based on Advanced Electricity Consumption Predictions
HN Durmus Senyapar, A Aksoz - Sustainability, 2024 - mdpi.com
This study addresses the critical challenge of accurately forecasting electricity consumption
by utilizing Exponential Smoothing and Seasonal Autoregressive Integrated Moving …
by utilizing Exponential Smoothing and Seasonal Autoregressive Integrated Moving …
Prediction of energy consumed by home appliances with the visualization of plot analysis applying different classification algorithm
This paper mainly studies about the prediction of energy consumed by appliances that have
been generally used in the house for low energy. Weather records from an adjacent station …
been generally used in the house for low energy. Weather records from an adjacent station …
Demand dispatch framework for smart distribution grids
The paper presents the new concept of demand dispatch at the distribution level, in addition
to generation dispatch. It benefits of new communication capabilities and computation …
to generation dispatch. It benefits of new communication capabilities and computation …
A comparison between NARX neural networks and symbolic regression: An application for energy consumption forecasting
R Rueda Delgado, LG Baca Ruíz… - … and Management of …, 2018 - Springer
Energy efficiency in public buildings has become a major research field, due to the impacts
of the energy consumption in terms of pollution and economic aspects. For this reason …
of the energy consumption in terms of pollution and economic aspects. For this reason …
[PDF][PDF] The Future of Natural Gas as a Transition Fuel: Forecasting natural gas-generated power in Germany and the United Kingdom. What can we expect from …
KE Erdal, S Bergsjø - 2021 - openaccess.nhh.no
This thesis intends to answer the following research question: What role will natural gas
serve in the transition to renewable energy sources in the German and British power sectors …
serve in the transition to renewable energy sources in the German and British power sectors …
[PDF][PDF] An approach towards Reactive energy management coupled with an Anticipative BEMS
Because of energy efficiency, future modern buildings are going to be more complex to
manage than existing ones. Connection with smart grids as well as local adaptations to …
manage than existing ones. Connection with smart grids as well as local adaptations to …
Prediction of Energy Consumed by Home Appliances with the Visualization of Plot Analysis Applying Different Classification Algorithm
P Podder, AA Alvi, A Mahmood - Frontiers in Intelligent Computing: Theory …, 2018 - Springer
This paper mainly studies about the prediction of energy consumed by appliances that have
been generally used in the house for low energy. Weather records from an adjacent station …
been generally used in the house for low energy. Weather records from an adjacent station …