Abstract
The adoption of intermittent renewables in the electricity grid will increasingly require loads to track available generation. This paper proposes several algorithms to schedule flexible-power loads that arrive unpredictably to a grid-connected microgrid. These are based on standard schedulers such as Shortest Remaining Processing Time (SRPT), adapted to the fact that appliances have maximum power ratings. A simple decentralized scheduler is applied to ensure that the aggregate load does not exceed the generation, and a gain control mechanism is proposed to stabilize the system. The proposed scheduler has two sources of sub-optimality: determining the values of the control signals, and their overall structures. In order to separate these two effects, we consider a full communication version as a benchmark in order to assess performance against the SRPT-based algorithms and fair sharing. This full communication "decentralized"approach approximates the performance of SRPT-based policies, suggesting that a true decentralized controller may be feasible in the future.
Original language | English |
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Title of host publication | 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE 2021) |
Editors | A B M Shawkat Ali, Kaylash Chaudhary |
Place of Publication | Piscataway NJ USA |
Publisher | IEEE, Institute of Electrical and Electronics Engineers |
Pages | 791-796 |
ISBN (Electronic) | 9781665495523 |
ISBN (Print) | 9781665495530 |
DOIs | |
Publication status | Published - 2021 |
Event | IEEE Asia-Pacific Conference on Computer Science and Data Engineering 2021 - Brisbane, Australia Duration: 8 Dec 2021 → 10 Dec 2021 Conference number: 8th https://ieee-csde.org/2021/#:~:text=2021%20Official%20Site-,This%20year%20The%208th%20IEEE%20CSDE%202021%2C%20the%20Asia%2DPacific,best%20lifestyles%20in%20the%20world. (Website) |
Conference
Conference | IEEE Asia-Pacific Conference on Computer Science and Data Engineering 2021 |
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Abbreviated title | CSDE 2021 |
Country/Territory | Australia |
City | Brisbane |
Period | 8/12/21 → 10/12/21 |
Internet address |
Keywords
- Micro-grid
- on-line scheduling