A survey on hyperparameters optimization algorithms of forecasting models in smart grid
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 …
demand and supply of electricity, efficient energy management, better planning of energy …
What is energy internet? Concepts, technologies, and future directions
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 …
significant challenges. In the medium to long term, extensive renewable-energy-based …
Nature-inspired metaheuristic ensemble model for forecasting energy consumption in residential buildings
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 …
increasing proportion of the total energy that is used by buildings. Energy simulation and …
Impacts on environmental quality and required environmental regulation adjustments: A perspective of directed technical change driven by big data
J Yang, X Li, S Huang - Journal of Cleaner Production, 2020 - Elsevier
Big data applications, from its inception have experienced unprecedented changes in
technological revolution and development. The need of the hour is to use big data to break …
technological revolution and development. The need of the hour is to use big data to break …
A qualitative study on the United States internet of energy: a step towards computational sustainability
The burgeoning growth of Big Data not only matures and improves the data management
efficiency and useful information extraction techniques, but also motivates the computational …
efficiency and useful information extraction techniques, but also motivates the computational …
Lean management framework for healthcare facilities integrating BIM, BEPS and big data analytics
An increase in the usage of information and communication technologies (ICT) and the
Internet of Things (IoT) in Facility Management (FM) induces a huge data stack. Even though …
Internet of Things (IoT) in Facility Management (FM) induces a huge data stack. Even though …
Hierarchical temporal memory-based one-pass learning for real-time anomaly detection and simultaneous data prediction in smart grids
A neuro-cognitive inspired architecture based on the Hierarchical Temporal Memory (HTM)
is proposed for anomaly detection and simultaneous data prediction in real-time for smart …
is proposed for anomaly detection and simultaneous data prediction in real-time for smart …
Adaptive algorithm for optimal real‐time pricing in cognitive radio enabled smart grid network
Integration of multiple communication technologies in a smart grid (SG) enables employing
cognitive radio (CR) technology for improving reliability and security with low latency by …
cognitive radio (CR) technology for improving reliability and security with low latency by …
Efficient allocation of harvested energy at the edge by building a tangible micro-grid—the texas case
N Kouvelas, RV Prasad - IEEE Transactions on Green …, 2020 - ieeexplore.ieee.org
The electricity grid, using Information and Communication Technology, is transformed into
Smart Grid (SG), which is highly efficient and responsive, promoting two-way energy and …
Smart Grid (SG), which is highly efficient and responsive, promoting two-way energy and …
BMI: A Behavior Measurement Indicator for Fuel Poverty Using Aggregated Load Readings from Smart Meters
P Fergus, C Chalmers - arXiv preprint arXiv:2002.12899, 2020 - arxiv.org
Fuel poverty affects between 50 and 125 million households in Europe and is a significant
issue for both developed and developing countries globally. This means that fuel poor …
issue for both developed and developing countries globally. This means that fuel poor …