Data Economy for Prosumers in a Smart Grid Ecosystem
| Title | Data Economy for Prosumers in a Smart Grid Ecosystem |
| Publication Type | Conference Paper |
| Year of Publication | 2018 |
| Authors | Bessa, Ricardo J., Rua, David, Abreu, Cláudia, Machado, Paulo, Andrade, José R., Pinto, Rui, Gonçalves, Carla, Reis, Marisa |
| Conference Name | Proceedings of the Ninth International Conference on Future Energy Systems |
| Publisher | ACM |
| Conference Location | New York, NY, USA |
| ISBN Number | 978-1-4503-5767-8 |
| Keywords | data analytics, demand response, Energy management, Flexibility, Human Behavior, Metrics, policy-based governance, pubcrawl, Resiliency, Smart Grid Consumeer Privacy, smart grid consumer privacy, Smart grids |
| Abstract | Smart grids technologies are enablers of new business models for domestic consumers with local flexibility (generation, loads, storage) and where access to data is a key requirement in the value stream. However, legislation on personal data privacy and protection imposes the need to develop local models for flexibility modeling and forecasting and exchange models instead of personal data. This paper describes the functional architecture of an home energy management system (HEMS) and its optimization functions. A set of data-driven models, embedded in the HEMS, are discussed for improving renewable energy forecasting skill and modeling multi-period flexibility of distributed energy resources. |
| URL | http://doi.acm.org/10.1145/3208903.3210282 |
| DOI | 10.1145/3208903.3210282 |
| Citation Key | bessa_data_2018 |