A Predictive Operation Controller for an Electro-Thermal Microgrid Utilizing Variable Flow Temperatures
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arXiv
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| Autori principali: | , , |
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| Natura: | Preprint |
| Pubblicazione: |
2022
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| _version_ | 1866917627605024768 |
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| author | Rose, Max Hans, Christian A. Schiffer, Johannes |
| author_facet | Rose, Max Hans, Christian A. Schiffer, Johannes |
| contents | We propose an optimal operation control strategy for an electro-thermal microgrid. Compared to existing work, our approach increases flexibility by operating the thermal network with variable flow temperatures and in that way explicitly exploits its inherent storage capacities. To this end, the microgrid is represented by a multi-layer network composed of an electrical and a thermal layer. We show that the system behavior can be represented by a discrete-time state model derived from DC power flow approximations and 1d incompressible Euler equations. Both layers are interconnected via heat pumps. By combining this model with desired operating objectives and constraints, we obtain a constrained convex optimization problem. This is used to derive a model predictive control scheme for the optimal operation of electro-thermal microgrids. The performance of the proposed operation control algorithm is demonstrated in a numerical case study. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2212_07078 |
| institution | arXiv |
| publishDate | 2022 |
| record_format | arxiv |
| spellingShingle | A Predictive Operation Controller for an Electro-Thermal Microgrid Utilizing Variable Flow Temperatures Rose, Max Hans, Christian A. Schiffer, Johannes Systems and Control We propose an optimal operation control strategy for an electro-thermal microgrid. Compared to existing work, our approach increases flexibility by operating the thermal network with variable flow temperatures and in that way explicitly exploits its inherent storage capacities. To this end, the microgrid is represented by a multi-layer network composed of an electrical and a thermal layer. We show that the system behavior can be represented by a discrete-time state model derived from DC power flow approximations and 1d incompressible Euler equations. Both layers are interconnected via heat pumps. By combining this model with desired operating objectives and constraints, we obtain a constrained convex optimization problem. This is used to derive a model predictive control scheme for the optimal operation of electro-thermal microgrids. The performance of the proposed operation control algorithm is demonstrated in a numerical case study. |
| title | A Predictive Operation Controller for an Electro-Thermal Microgrid Utilizing Variable Flow Temperatures |
| topic | Systems and Control |
| url | https://arxiv.org/abs/2212.07078 |