The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Neural network controller for Active Demand-Side Management with PV energy in the residential sector
Open accessAbstract
In this paper, we describe the development of a control system for Demand-Side Management in the residential sector with Distributed Generation. The electrical system under study incorporates local PV energy generation, an electricity storage system, connection to the grid and a home automation system. The distributed control system is composed of two modules: a scheduler and a coordinator, both implemented with neural networks. The control system enhances the local energy performance, scheduling the tasks demanded by the user and maximizing the use of local generation.
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Citations
Cites
Demand side management: benefits and challenges
Strbac, G. (2008) · Energy Policy · doi:10.1016/j.enpol.2008.09.030 · Cited by 1,702
Cited by
Erdinc, O., Paterakis, N. G., Mendes, T. D. P., Bakirtzis, A. G., & P. S. Catalao, J. (2015) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2014.2352650 · Cited by 462
Paterakis, N. G., Erdinc, O., Bakirtzis, A. G., & Catalao, J. P. S. (2015) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2015.2438534 · Cited by 429
Demand side management of photovoltaic-battery hybrid system
Wu, Z., Tazvinga, H., & Xia, X. (2015) · Applied Energy · doi:10.1016/j.apenergy.2015.03.109 · Cited by 279
Smart Home Activities: A Literature Review
Saad al-sumaiti, A., Ahmed, M. H., & Salama, M. M. A. (2014) · Electric Power Components and Systems · doi:10.1080/15325008.2013.832439 · Cited by 185
Multi-objective home energy management with battery energy storage systems
Lokeshgupta, B., & Sivasubramani, S. (2019) · Sustainable Cities and Society · doi:10.1016/j.scs.2019.101458 · Cited by 170
Metadata
- Authors
- Matallanas, E., Castillo-Cagigal, M., Gutiérrez, A., Monasterio-Huelin, F., Caamaño-Martín, E., Masa, D., & Jiménez-Leube, J.
- Venue
- Applied Energy
- Publisher
- Elsevier BV
- Published
- 2012-03
- Volume
- 91
- Issue
- 1
- Pages
- 90-97
- ISSN
- 0306-2619 (ISSN-L)
- OpenAlex
- W2033070698
- Cited by
- 221
- References
- 1
- FWCI
- 11.36
- Type
- journal article
- Language
- en
- Open access
- green
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- Matallanas, E., Castillo-Cagigal, M., Gutiérrez, A., Monasterio-Huelin, F., Caamaño-Martín, E., Masa, D., & Jiménez-Leube, J. (2012). Neural network controller for Active Demand-Side Management with PV energy in the residential sector. Applied Energy. https://doi.org/10.1016/j.apenergy.2011.09.004
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
