Strategies to save energy in the context of the energy crisis: a review

M Farghali, AI Osman, IMA Mohamed, Z Chen… - Environmental …, 2023 - Springer
New technologies, systems, societal organization and policies for energy saving are
urgently needed in the context of accelerated climate change, the Ukraine conflict and the …

Forecasting energy consumption time series using machine learning techniques based on usage patterns of residential householders

JS Chou, DS Tran - Energy, 2018 - Elsevier
Energy consumption in buildings is increasing because of social development and
urbanization. Forecasting the energy consumption in buildings is essential for improving …

Assessment of deep recurrent neural network-based strategies for short-term building energy predictions

C Fan, J Wang, W Gang, S Li - Applied energy, 2019 - Elsevier
Accurate and reliable building energy predictions can bring significant benefits for energy
conservations. With the development in smart buildings, massive amounts of building …

[HTML][HTML] Big Data sources and methods for social and economic analyses

D Blazquez, J Domenech - Technological Forecasting and Social Change, 2018 - Elsevier
Abstract The Data Big Bang that the development of the ICTs has raised is providing us with
a stream of fresh and digitized data related to how people, companies and other …

A survey on hyperparameters optimization algorithms of forecasting models in smart grid

R Khalid, N Javaid - Sustainable Cities and Society, 2020 - Elsevier
Forecasting in the smart grid (SG) plays a vital role in maintaining the balance between
demand and supply of electricity, efficient energy management, better planning of energy …

Mediating effect of big data analytics on project performance of small and medium enterprises

SK Mangla, R Raut, VS Narwane, Z Zhang… - Journal of Enterprise …, 2021 - emerald.com
Purpose This study aims to investigate the mediating role of “Big Data Analytics” played
between “Project Performance” and nine factors including top management, project …

A review on energy consumption optimization techniques in IoT based smart building environments

AS Shah, H Nasir, M Fayaz, A Lajis, A Shah - Information, 2019 - mdpi.com
In recent years, due to the unnecessary wastage of electrical energy in residential buildings,
the requirement of energy optimization and user comfort has gained vital importance. In the …

What is energy internet? Concepts, technologies, and future directions

HM Hussain, A Narayanan, PHJ Nardelli, Y Yang - Ieee Access, 2020 - ieeexplore.ieee.org
The climate change crisis, exacerbated by the global dependency of fossil fuels, has brought
significant challenges. In the medium to long term, extensive renewable-energy-based …

Big data analytics in chemical engineering

L Chiang, B Lu, I Castillo - Annual review of chemical and …, 2017 - annualreviews.org
Big data analytics is the journey to turn data into insights for more informed business and
operational decisions. As the chemical engineering community is collecting more data …

Nature-inspired metaheuristic ensemble model for forecasting energy consumption in residential buildings

DH Tran, DL Luong, JS Chou - Energy, 2020 - Elsevier
As the global economy expands, both residential and commercial buildings consume an
increasing proportion of the total energy that is used by buildings. Energy simulation and …