Deferrable loads in an energy market: Coordination under congestion constraints
We consider a scenario where price-responsive energy consumers are allowed to optimize their individual utilities via mechanisms of load-shifting in a distribution network subject to capacity constraints. The uncoordinated selfish behavior of the consumers would lead, in general, to requests that co...
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| Format: | Article |
| Language: | en_US |
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Institute of Electrical and Electronics Engineers (IEEE)
2015
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| Online Access: | http://hdl.handle.net/1721.1/99949 https://orcid.org/0000-0002-7935-1385 https://orcid.org/0000-0002-1470-2148 |
| _version_ | 1826192532566966272 |
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| author | Materassi, Donatello Bolognani, Saverio Roozbehani, Mardavij Dahleh, Munther A. |
| author2 | MIT Institute for Data, Systems, and Society |
| author_facet | MIT Institute for Data, Systems, and Society Materassi, Donatello Bolognani, Saverio Roozbehani, Mardavij Dahleh, Munther A. |
| author_sort | Materassi, Donatello |
| collection | MIT |
| description | We consider a scenario where price-responsive energy consumers are allowed to optimize their individual utilities via mechanisms of load-shifting in a distribution network subject to capacity constraints. The uncoordinated selfish behavior of the consumers would lead, in general, to requests that could not be served by the distribution network because of such constraints. Thus, a centralized or hierarchically coordination mechanism is required. We derive algorithms and methods to determine in real-time the largest set of consumers' decisions that are compatible with the physical constraints of the network and capable of avoiding congestion phenomena in the future. These methods are shown to be applicable to the design of coordination mechanisms with the aim of providing a large number of degrees of freedom to the users while guaranteeing the integrity of the system. |
| first_indexed | 2024-09-23T09:19:25Z |
| format | Article |
| id | mit-1721.1/99949 |
| institution | Massachusetts Institute of Technology |
| language | en_US |
| last_indexed | 2024-09-23T09:19:25Z |
| publishDate | 2015 |
| publisher | Institute of Electrical and Electronics Engineers (IEEE) |
| record_format | dspace |
| spelling | mit-1721.1/999492022-09-30T14:13:22Z Deferrable loads in an energy market: Coordination under congestion constraints Materassi, Donatello Bolognani, Saverio Roozbehani, Mardavij Dahleh, Munther A. MIT Institute for Data, Systems, and Society Massachusetts Institute of Technology. Laboratory for Information and Decision Systems Materassi, Donatello Bolognani, Saverio Roozbehani, Mardavij Dahleh, Munther A. We consider a scenario where price-responsive energy consumers are allowed to optimize their individual utilities via mechanisms of load-shifting in a distribution network subject to capacity constraints. The uncoordinated selfish behavior of the consumers would lead, in general, to requests that could not be served by the distribution network because of such constraints. Thus, a centralized or hierarchically coordination mechanism is required. We derive algorithms and methods to determine in real-time the largest set of consumers' decisions that are compatible with the physical constraints of the network and capable of avoiding congestion phenomena in the future. These methods are shown to be applicable to the design of coordination mechanisms with the aim of providing a large number of degrees of freedom to the users while guaranteeing the integrity of the system. Charles Stark Draper Laboratory (URAD Project) Siemens Corporation National Science Foundation (U.S.) (CPS-1135843) 2015-11-20T15:17:34Z 2015-11-20T15:17:34Z 2014-06 Article http://purl.org/eprint/type/ConferencePaper 978-1-4799-5901-3 978-1-4799-5900-6 http://hdl.handle.net/1721.1/99949 Materassi, Donatello, Saverio Bolognani, Mardavij Roozbehani, and Munther A. Dahleh. “Deferrable Loads in an Energy Market: Coordination Under Congestion Constraints.” 22nd Mediterranean Conference on Control and Automation (June 2014). https://orcid.org/0000-0002-7935-1385 https://orcid.org/0000-0002-1470-2148 en_US http://dx.doi.org/10.1109/MED.2014.6961443 Proceedings of the 22nd Mediterranean Conference on Control and Automation Creative Commons Attribution-Noncommercial-Share Alike http://creativecommons.org/licenses/by-nc-sa/4.0/ application/pdf Institute of Electrical and Electronics Engineers (IEEE) MIT web domain |
| spellingShingle | Materassi, Donatello Bolognani, Saverio Roozbehani, Mardavij Dahleh, Munther A. Deferrable loads in an energy market: Coordination under congestion constraints |
| title | Deferrable loads in an energy market: Coordination under congestion constraints |
| title_full | Deferrable loads in an energy market: Coordination under congestion constraints |
| title_fullStr | Deferrable loads in an energy market: Coordination under congestion constraints |
| title_full_unstemmed | Deferrable loads in an energy market: Coordination under congestion constraints |
| title_short | Deferrable loads in an energy market: Coordination under congestion constraints |
| title_sort | deferrable loads in an energy market coordination under congestion constraints |
| url | http://hdl.handle.net/1721.1/99949 https://orcid.org/0000-0002-7935-1385 https://orcid.org/0000-0002-1470-2148 |
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