AC-DC Power Systems Optimization with Droop Control Smooth Approximation
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arXiv
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| Autores principales: | , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Acceso en línea: | |
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| _version_ | 1866929517193330688 |
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| author | Mohy-ud-din, Ghulam Heidari, Rahmat Geth, Frederik Ergun, Hakan Uddin, S M Muslem |
| author_facet | Mohy-ud-din, Ghulam Heidari, Rahmat Geth, Frederik Ergun, Hakan Uddin, S M Muslem |
| contents | This paper addresses the challenges of embedding common droop control characteristics in ac-dc power system steady-state simulation and optimization problems. We propose a smooth approximation methodology to construct differentiable functions that encode the attributes of piecewise linear droop control with saturation. We transform the nonsmooth droop curves into smooth nonlinear equality constraints, solvable with Newton methods and interior point solvers. These constraints are then added to power flow, optimal power flow, and security-constrained optimal power flow problems in ac-dc power systems. The results demonstrate significant improvements in accuracy in terms of power sharing response, voltage regulation, and system efficiency, while outperforming existing mixed-integer formulations in computational efficiency. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_18376 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | AC-DC Power Systems Optimization with Droop Control Smooth Approximation Mohy-ud-din, Ghulam Heidari, Rahmat Geth, Frederik Ergun, Hakan Uddin, S M Muslem Optimization and Control This paper addresses the challenges of embedding common droop control characteristics in ac-dc power system steady-state simulation and optimization problems. We propose a smooth approximation methodology to construct differentiable functions that encode the attributes of piecewise linear droop control with saturation. We transform the nonsmooth droop curves into smooth nonlinear equality constraints, solvable with Newton methods and interior point solvers. These constraints are then added to power flow, optimal power flow, and security-constrained optimal power flow problems in ac-dc power systems. The results demonstrate significant improvements in accuracy in terms of power sharing response, voltage regulation, and system efficiency, while outperforming existing mixed-integer formulations in computational efficiency. |
| title | AC-DC Power Systems Optimization with Droop Control Smooth Approximation |
| topic | Optimization and Control |
| url | https://arxiv.org/abs/2409.18376 |