Adela Bara
ABSTRACT
This paper presents an informatics solution that aims to assist energy suppliers in setting up their bids on wholesale electricity markets. The solution is developed into a cloud computing platform as an online dashboard, including the following components: consumption optimization and forecasting, generation forecasting, advanced data analytics, and decision rules. These components require a complex data integration model that gathers data from different sources such as: smart meters and appliances, SCADA systems and wholesale electricity market.
- Directive 2008/28/EC of the European Parliament and of the Council of 11 March 2008 amending Directive 2005/32/EC establishing a framework for the setting of eco-design requirements for energy-using products, as well as Council Directive 92/42/EEC and Directives 96/57/EC and 2000/55/EC, as regards the implementing powers conferred on the Commission;Google Scholar
- Romanian Government HG 1069/05.09.2007 regarding the approval of Romania's energy strategy for 2007-2020;Google Scholar
- L. Landberg, G. Giebel, H.Aa. Nielsen, T.S. Nielsen, H. Madsen - Short-term prediction - An overview, Wind Energy 6(3), pp.273--280, 2003;Google Scholar
- X. Wang, P. Guo, X. Huang. - A Review of Wind Power Forecasting Models, Energy Procedia, Volume 12, 2011, pp. 770--778;Google ScholarCross Ref
- ANRE Order nr. 25/2004 Comercial Code, 2004;Google Scholar
- I.Lungu, A.Bâra, G. Căruţaşu, A. Pîrjan, S.V. Oprea - Prediction intelligent system in the field of renewable energies through neural networks, Economic Computation and Economic Cybernetics Studies and Research, no. 1/2016, ISSN 0424-267X;Google Scholar
- S.V. Oprea - Informatics solutions for electricity consumption optimization, 16th IEEE International Symposium on Computational Intelligence and Informatics (CINTI 2015), 19-21 November 2015, Budapest, Hungary;Google Scholar
- S.V. Oprea, A. Bâra, G. Carutasu, A. Pirjan - Prosumers' Renewable Small-Size Generation Forecasting Analyses With ARIMA Models, ECAI 2016 - International Conference -- 8th Edition Electronics, Computers and Artificial Intelligence, 30 June -02 July, 2016, Ploiesti, ROMÂNIA;Google Scholar
- ANRE Order no 145/2014 regarding smart metering implementation;Google Scholar
- http://switchon.vic.gov.au/get-the-best-deal/compare-offers-with-victorian-energy-compare/how-to-download-an-electricity-usage-file-from-your-provider, {accessed in April 2016};Google Scholar
- http://www.aemo.com.au/Electricity/Retail-and-Metering/Metering-Services/Meter-Data-File-Format, {accessed in March 2016};Google Scholar
Recommendations
Implications of customer value perceptions for the design of electricity efficiency services in times of smart metering
Smart meters are the backbone of modern electricity metering and an important enabler of reaching energy efficiency targets. The implementation of new metering infrastructure is, however, making little progress and is often focused on technical aspects ...
Autonomous trading in modern electricity markets
The smart grid is envisioned to be a main enabler of sustainable, clean, efficient, reliable, and secure energy supply (U.S. Department of Energy, 2003). One of the milestones in the smart grid vision will be programs for customer participation in ...
Hierarchical dispatch using two-stage optimisation for electricity markets in smart grid
This paper proposes a hierarchical dispatch method for the electricity markets consisting of wholesale markets and retail markets. In the wholesale markets, the generators and the retailers decide the generation and the purchase according to the market-...
Comments