Aggregation architecture for data reduction and privacy in advanced metering infrastructure
Title | Aggregation architecture for data reduction and privacy in advanced metering infrastructure |
Publication Type | Conference Paper |
Year of Publication | 2017 |
Authors | Foreman, J. C., Pacheco, F. E. |
Conference Name | 2017 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) |
ISBN Number | 978-1-5386-3312-0 |
Keywords | advanced metering infrastructure, Aggregation, aggregation architecture, aggregators, anonymized summary data, Architecture, Big Data, consumer privacy, data privacy, data reduction, electricity conservation, Estimation, Floods, Human Behavior, human factors, international interest, Measurement, power grids, privacy, pubcrawl, resilience, Resiliency, Scalability, smart grid consumer privacy, Smart Grid Privacy, smart meters, smart power grids, temporary data buffering, utility grid analysis |
Abstract | Advanced Metering Infrastructure (AMI) have rapidly become a topic of international interest as governments have sponsored their deployment for the purposes of utility service reliability and efficiency, e.g., water and electricity conservation. Two problems plague such deployments. First is the protection of consumer privacy. Second is the problem of huge amounts of data from such deployments. A new architecture is proposed to address these problems through the use of Aggregators, which incorporate temporary data buffering and the modularization of utility grid analysis. These Aggregators are used to deliver anonymized summary data to the central utility while preserving billing and automated connection services. |
URL | http://ieeexplore.ieee.org/document/8126704/ |
DOI | 10.1109/ISGT-LA.2017.8126704 |
Citation Key | foreman_aggregation_2017 |
- Human Factors
- utility grid analysis
- temporary data buffering
- smart power grids
- smart meters
- Smart Grid Privacy
- smart grid consumer privacy
- Scalability
- Resiliency
- resilience
- pubcrawl
- privacy
- power grids
- Measurement
- international interest
- advanced metering infrastructure
- Human behavior
- Floods
- estimation
- electricity conservation
- data reduction
- data privacy
- consumer privacy
- Big Data
- architecture
- anonymized summary data
- aggregators
- aggregation architecture
- Aggregation