Field programmable gate array implementation of a single-input fuzzy proportional–integral–derivative controller for DC–DC buck converters
The design and field programmable gate array implementation of a single-input fuzzy (SIF) proportional–integral–derivative (PID) control scheme applied to DC–DC buck converters are presented. The SIF logic reduces the number of fuzzy rules and therefore the hardware resource occupancy without contro...
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| Vydáno v: | IET power electronics Ročník 9; číslo 6; s. 1259 - 1266 |
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| Hlavní autoři: | , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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The Institution of Engineering and Technology
18.05.2016
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| ISSN: | 1755-4535, 1755-4543 |
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| Abstract | The design and field programmable gate array implementation of a single-input fuzzy (SIF) proportional–integral–derivative (PID) control scheme applied to DC–DC buck converters are presented. The SIF logic reduces the number of fuzzy rules and therefore the hardware resource occupancy without control property degradation compared with the double-input fuzzy (DIF) controller, which is realised by transforming the two-dimension rule tables into one-dimension rule vectors using signed distance method and genetic algorithm. The adopted signed distance method requires the two-dimension rule tables to be of Toeplitz structure, which is realised by establishing the inference rules through analysing the system response curve. The fuzzy logic regulates the PID parameters based on the conditions of the power converters. As a result, the SIF-PID controller is superior to the conventional PID controller and is similar to DIF-PID controller in terms of the control performance. The proposed controller has been validated with simulation and experimental results. |
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| AbstractList | The design and field programmable gate array implementation of a single‐input fuzzy (SIF) proportional–integral–derivative (PID) control scheme applied to DC–DC buck converters are presented. The SIF logic reduces the number of fuzzy rules and therefore the hardware resource occupancy without control property degradation compared with the double‐input fuzzy (DIF) controller, which is realised by transforming the two‐dimension rule tables into one‐dimension rule vectors using signed distance method and genetic algorithm. The adopted signed distance method requires the two‐dimension rule tables to be of Toeplitz structure, which is realised by establishing the inference rules through analysing the system response curve. The fuzzy logic regulates the PID parameters based on the conditions of the power converters. As a result, the SIF‐PID controller is superior to the conventional PID controller and is similar to DIF‐PID controller in terms of the control performance. The proposed controller has been validated with simulation and experimental results. |
| Author | Chang, Changyuan Zhou, Zhongjie Yuan, Yubo Jiang, Tianlin |
| Author_xml | – sequence: 1 givenname: Changyuan surname: Chang fullname: Chang, Changyuan email: ccyycc@seu.edu.cn organization: School of Integrated Circuits, Southeast University, Nanjing 210096, People's Republic of China – sequence: 2 givenname: Yubo surname: Yuan fullname: Yuan, Yubo organization: School of Integrated Circuits, Southeast University, Nanjing 210096, People's Republic of China – sequence: 3 givenname: Tianlin surname: Jiang fullname: Jiang, Tianlin organization: School of Integrated Circuits, Southeast University, Nanjing 210096, People's Republic of China – sequence: 4 givenname: Zhongjie surname: Zhou fullname: Zhou, Zhongjie organization: School of Integrated Circuits, Southeast University, Nanjing 210096, People's Republic of China |
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| Cites_doi | 10.1109/TIE.2011.2161250 10.1049/iet-pel.2013.0657 10.1049/iet-pel.2014.0578 10.1109/ISCAS.2011.5937681 10.1109/TPEL.2011.2160358 10.1109/TPEL.2009.2033065 10.1109/TCSI.2011.2106231 10.1049/iet-pel.2013.0266 10.1049/iet-pel.2014.0534 10.1049/iet-pel.2013.0259 10.1109/TIA.2014.2328715 10.1109/PECON.2010.5697688 10.1049/iet-pel.2014.0624 10.1049/iet-pel.2014.0680 10.1049/iet-pel.2014.0285 10.1049/iet-pel.2011.0155 10.1049/iet-pel.2012.0416 10.1109/ICGCE.2013.6823461 10.1109/TIE.2009.2016955 10.1109/TCSI.2011.2177012 10.1109/TCST.2011.2134099 10.1109/TCSII.2014.2327351 10.1109/PACIIA.2008.14 10.1049/iet-pel:20070179 10.1049/iet-pel.2014.0979 10.1109/ICIEV.2012.6317492 10.1049/iet-pel.2012.0613 |
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| Copyright | The Institution of Engineering and Technology 2021 The Authors. IET Power Electronics published by John Wiley & Sons, Ltd. on behalf of The Institution of Engineering and Technology |
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| Keywords | field programmable gate array implementation field programmable gate arrays FPGA fuzzy set theory signed distance method fuzzy control genetic algorithm hardware resource occupancy DIF controller system response curve PID control scheme dc-dc buck converters one-dimension rule vectors three-term control inference rules fuzzy rules genetic algorithms two-dimension rule tables DC-DC power convertors vectors double-input fuzzy controller SIF logic single-input fuzzy proportional-integral-derivative controller control performance Toeplitz structure |
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| Snippet | The design and field programmable gate array implementation of a single-input fuzzy (SIF) proportional–integral–derivative (PID) control scheme applied to... The design and field programmable gate array implementation of a single‐input fuzzy (SIF) proportional–integral–derivative (PID) control scheme applied to... The design and field programmable gate array implementation of a single-input fuzzy (SIF) proportional-integral-derivative (PID) control scheme applied to... |
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| SubjectTerms | Buck converters control performance Controllers dc‐dc buck converters DC‐DC power convertors DIF controller double‐input fuzzy controller field programmable gate array implementation Field programmable gate arrays FPGA Fuzzy control Fuzzy logic fuzzy rules fuzzy set theory genetic algorithm genetic algorithms hardware resource occupancy inference rules one‐dimension rule vectors PID control scheme Proportional integral derivative SIF logic signed distance method single‐input fuzzy proportional‐integral‐derivative controller system response curve Tables three‐term control Toeplitz structure Two dimensional two‐dimension rule tables vectors |
| Title | Field programmable gate array implementation of a single-input fuzzy proportional–integral–derivative controller for DC–DC buck converters |
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