Dynamic programming and Munkres algorithm for optimal photovoltaic arrays reconfiguration
[Display omitted] •Optimal design for PV plant.•Switching matrix design.•Switching operations balancing.•Comparison between reconfiguration algorithms. In this paper, an original formulation of the control problem for optimal PV array reconfiguration, following a Total Cross Tied layout, is proposed...
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| Published in: | Solar energy Vol. 122; pp. 347 - 358 |
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| Main Authors: | , , , , , , |
| Format: | Journal Article |
| Language: | English |
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01-12-2015
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| Abstract | [Display omitted]
•Optimal design for PV plant.•Switching matrix design.•Switching operations balancing.•Comparison between reconfiguration algorithms.
In this paper, an original formulation of the control problem for optimal PV array reconfiguration, following a Total Cross Tied layout, is proposed. The formulation follows the well-known subset sum problem, which is a special case of the knapsack problem. The reconfiguration is a measure devoted to mitigate the mismatch effect and maximize the output power of small photovoltaic plants under non-homogeneous working conditions. Therefore, reconfiguration means changing the connections of the solar panels adaptively by a dynamic switching matrix. The control system implements an easy dynamic programming algorithm to change the switches layout.
The use of the Munkres assignment method in a post-processing module makes the algorithm able to obtain the optimum configuration for which it is possible to balance and minimize the aging of the switches within the switching matrix. |
|---|---|
| AbstractList | [Display omitted]
•Optimal design for PV plant.•Switching matrix design.•Switching operations balancing.•Comparison between reconfiguration algorithms.
In this paper, an original formulation of the control problem for optimal PV array reconfiguration, following a Total Cross Tied layout, is proposed. The formulation follows the well-known subset sum problem, which is a special case of the knapsack problem. The reconfiguration is a measure devoted to mitigate the mismatch effect and maximize the output power of small photovoltaic plants under non-homogeneous working conditions. Therefore, reconfiguration means changing the connections of the solar panels adaptively by a dynamic switching matrix. The control system implements an easy dynamic programming algorithm to change the switches layout.
The use of the Munkres assignment method in a post-processing module makes the algorithm able to obtain the optimum configuration for which it is possible to balance and minimize the aging of the switches within the switching matrix. In this paper, an original formulation of the control problem for optimal PV array reconfiguration, following a Total Cross Tied layout, is proposed. The formulation follows the well-known subset sum problem, which is a special case of the knapsack problem. The reconfiguration is a measure devoted to mitigate the mismatch effect and maximize the output power of small photovoltaic plants under non-homogeneous working conditions. Therefore, reconfiguration means changing the connections of the solar panels adaptively by a dynamic switching matrix. The control system implements an easy dynamic programming algorithm to change the switches layout. The use of the Munkres assignment method in a post-processing module makes the algorithm able to obtain the optimum configuration for which it is possible to balance and minimize the aging of the switches within the switching matrix. |
| Author | Li Vigni, Vincenzo Viola, Fabio Ngoc, Thanh Ngo Musso, Domenico Cardinale, Marzia Romano, Pietro Sanseverino, Eleonora Riva |
| Author_xml | – sequence: 1 givenname: Eleonora Riva surname: Sanseverino fullname: Sanseverino, Eleonora Riva email: eleonora.rivasanseverino@unipa.it organization: DEIM, University of Palermo, Palermo, Italy – sequence: 2 givenname: Thanh Ngo surname: Ngoc fullname: Ngoc, Thanh Ngo email: thanhnn_cntt@epu.edu.vn organization: DEIM, University of Palermo, Palermo, Italy – sequence: 3 givenname: Marzia surname: Cardinale fullname: Cardinale, Marzia email: marzia_cardinale@hotmail.it organization: DEIM, University of Palermo, Palermo, Italy – sequence: 4 givenname: Vincenzo surname: Li Vigni fullname: Li Vigni, Vincenzo email: vincenzo.livigni@unipa.it organization: DEIM, University of Palermo, Palermo, Italy – sequence: 5 givenname: Domenico surname: Musso fullname: Musso, Domenico email: domenico.musso@gmail.com organization: DEIM, University of Palermo, Palermo, Italy – sequence: 6 givenname: Pietro surname: Romano fullname: Romano, Pietro email: pietro.romano@unipa.it organization: DEIM, University of Palermo, Palermo, Italy – sequence: 7 givenname: Fabio surname: Viola fullname: Viola, Fabio email: fabio.viola@unipa.it organization: DEIM, University of Palermo, Palermo, Italy |
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| Cites_doi | 10.1109/EPE.2005.219300 10.13044/j.sdewes.2013.01.0017 10.1016/j.rser.2014.01.070 10.1016/j.solener.2014.02.031 10.1137/0105003 10.5539/mas.v3n10p32 10.1109/ICETET.2010.43 10.1109/ICSET.2008.4746963 10.1016/j.solener.2013.05.028 10.1109/T-ED.1971.17231 10.1109/TPEL.2012.2221481 10.1109/TIE.2008.924169 10.1016/0379-6787(82)90026-6 10.1109/TIE.2009.2024664 10.1016/j.solener.2013.11.026 10.1109/JPHOTOV.2012.2185040 10.1109/PES.2011.6039636 10.1109/PVSC.1996.564368 |
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•Optimal design for PV plant.•Switching matrix design.•Switching operations balancing.•Comparison between reconfiguration algorithms.
In this... In this paper, an original formulation of the control problem for optimal PV array reconfiguration, following a Total Cross Tied layout, is proposed. The... |
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| SubjectTerms | Algorithms Control systems Dynamic programming Matrix Mismatch Optimization Photovoltaic cells Photovoltaic modules Photovoltaics Reconfiguration Solar energy Solar panels Switching Working conditions |
| Title | Dynamic programming and Munkres algorithm for optimal photovoltaic arrays reconfiguration |
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