Shaping aggregated load profiles based on optimized local scheduling of home appliances
| Autor: | Nicola Schulz, Christoph Hunziker, Holger Wache |
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| Rok vydání: | 2017 |
| Předmět: |
Mathematical optimization
General Computer Science Electrical load Computer science Energy management 020209 energy 020208 electrical & electronic engineering Real-time computing 02 engineering and technology Load profile Scheduling (computing) Demand response Proof of concept Scalability 0202 electrical engineering electronic engineering information engineering Integer programming |
| Zdroj: | Computer Science - Research and Development. 33:61-70 |
| ISSN: | 1865-2042 1865-2034 |
| Popis: | We present a new method to control an aggregated electric load profile by exploiting the flexibilities provided by residential homes. The method is based on a common energy price combined with inclining block rates, broadcasted to all households allowing them to minimize their energy provisioning cost. The distributed home energy management systems receive the price signal and use mixed integer linear programming for optimal scheduling of load, storage, and generation devices. The method provides excellent scalability as well as autonomy for home owners and avoids load synchronization effects. As proof of concept, an optimization algorithm for determining a day-ahead price is applied in two case studies. An excellent conformance between a given reference load profile and the resulting aggregated load profile of all households is demonstrated. |
| Databáze: | OpenAIRE |
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