Watt's up at home? Smart meter data analytics from a consumer-centric perspective

B Völker, A Reinhardt, A Faustine, L Pereira - Energies, 2021 - mdpi.com
The key advantage of smart meters over traditional metering devices is their ability to
transfer consumption information to remote data processing systems. Besides enabling the …

SmartD: Smart meter data analytics dashboard

A Jarrah Nezhad, TK Wijaya, M Vasirani… - Proceedings of the 5th …, 2014 - dl.acm.org
The ability of smart meters to communicate energy consumption data in (near) real-time
enables data analytics for novel applications, such as pervasive demand response …

Analysis of smart meter data for electricity consumers

G Dudek, A Gawlak, M Kornatka… - 2018 15th International …, 2018 - ieeexplore.ieee.org
Smart meter systems are being deployed to improve grid reliability and promote energy
efficiency while providing improved services to their customers. Smart metering which is …

[PDF][PDF] Benchmarking Smart Meter Data Analytics.

X Liu, L Golab, WM Golab, IF Ilyas - EDBT, 2015 - openproceedings.org
Smart electricity meters have been replacing conventional meters worldwide, enabling
automated collection of fine-grained (every 15 minutes or hourly) consumption data. A …

Smart electricity meter data intelligence for future energy systems: A survey

D Alahakoon, X Yu - IEEE transactions on industrial informatics, 2015 - ieeexplore.ieee.org
Smart meters have been deployed in many countries across the world since early 2000s.
The smart meter as a key element for the smart grid is expected to provide economic, social …

Review of smart meter data analytics: Applications, methodologies, and challenges

Y Wang, Q Chen, T Hong… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The widespread popularity of smart meters enables an immense amount of fine-grained
electricity consumption data to be collected. Meanwhile, the deregulation of the power …

The role of smart meters in enabling real-time energy services for households: The Italian case

A Pitì, G Verticale, C Rottondi, A Capone, L Lo Schiavo - Energies, 2017 - mdpi.com
The Smart Meter (SM) is an essential tool for successful balancing the demand-offer energy
curve. It allows the linking of the consumption and production measurements with the time …

Smart meter data: Balancing consumer privacy concerns with legitimate applications

E McKenna, I Richardson, M Thomson - Energy Policy, 2012 - Elsevier
Smart meters are being rolled out in large numbers throughout the world, with proponents
claiming they are a critical step in the transition to a low-carbon economy. Yet there are …

Enhancing energy efficiency in the residential sector with smart meter data analytics

K Hopf, M Sodenkamp, T Staake - Electronic Markets, 2018 - Springer
Tailored energy efficiency campaigns that make use of household-specific information can
trigger substantial energy savings in the residential sector. The information required for such …

The power of big data and data analytics for AMI data: A case study

JS Guerrero-Prado, W Alfonso-Morales… - Sensors, 2020 - mdpi.com
In recent years, there has been a transformation in the value chain of different industrial
sectors, like the electricity networks, with the appearance of smart grids. Currently, the …