Optimization based higher order sliding mode controller for efficiency improvement of a wave energy converter
This paper deals with the efficiency maximization of a wave energy converter (WEC). The WEC is an oscillating water column (OWC) device and drives a permanent magnet synchronous generator (PMSG) through a bidirectional flow impulse-turbine. The converter faces challenges such as large peak-to-averag...
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Veröffentlicht in: | Energy (Oxford) 2019-11, Vol.187, p.116111, Article 116111 |
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description | This paper deals with the efficiency maximization of a wave energy converter (WEC). The WEC is an oscillating water column (OWC) device and drives a permanent magnet synchronous generator (PMSG) through a bidirectional flow impulse-turbine. The converter faces challenges such as large peak-to-average power ratio, low overall efficiency, and inefficient energy absorption for regular and irregular sea states. In this context, a higher order sliding mode controller (HOSMC) was proposed, and its gains were optimized to control through the best efficiency point tracking (BEPT) of the turbine. The flow through the turbine-passage was simulated by the computational fluid dynamics (CFD) technique, and the BEPT characteristics were obtained. An adaptive inertia-weight particle-swarm algorithm and a grouped grey-wolf algorithm were used for optimization. The Optimized HOSMC reduced chattering, minimized the reaching time and improved the mean efficiency by about 67% compared to the uncontrolled cases. In addition, the relative improvement of the mean efficiency was at least 4.8% compared to conventional controllers. The controller reduced the peak-to-average power ratio of at least 35.6% relative to the uncontrolled case of the turbine under different sea states.
•A HOSMC was proposed for OWC-WEC for turbine efficiency maximization.•The adaptive gains of HOSMC were selected using GGWO algorithm.•HOSMC gain adaptation reduced chattering problem.•The HOSMC maximized the efficiency of about 67% relative to uncontrolled case.•The HOSMC minimized the peak-to-average ratio (about 34.6%). |
doi_str_mv | 10.1016/j.energy.2019.116111 |
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•A HOSMC was proposed for OWC-WEC for turbine efficiency maximization.•The adaptive gains of HOSMC were selected using GGWO algorithm.•HOSMC gain adaptation reduced chattering problem.•The HOSMC maximized the efficiency of about 67% relative to uncontrolled case.•The HOSMC minimized the peak-to-average ratio (about 34.6%).</description><identifier>ISSN: 0360-5442</identifier><identifier>EISSN: 1873-6785</identifier><identifier>DOI: 10.1016/j.energy.2019.116111</identifier><language>eng</language><publisher>Oxford: Elsevier Ltd</publisher><subject>Adaptive algorithms ; Algorithms ; Bi-directional impulse turbine ; Computational fluid dynamics ; Computer applications ; Computer simulation ; Controllers ; Converters ; Efficiency ; Energy ; Energy absorption ; Energy conversion efficiency ; Fluid dynamics ; Grouped grey-wolf optimization ; Higher order sliding mode controller ; Hydrodynamics ; Optimization ; Oscillating water column ; Permanent magnet synchronous generator ; Permanent magnets ; Sea states ; Sliding mode control ; Turbines ; Water circulation ; Water column ; Wave energy ; Wave power</subject><ispartof>Energy (Oxford), 2019-11, Vol.187, p.116111, Article 116111</ispartof><rights>2019 Elsevier Ltd</rights><rights>Copyright Elsevier BV Nov 15, 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c334t-44328cce054499c50d976f27d45021f4510e1f71df767af0ecd8f3d709ff26603</citedby><cites>FETCH-LOGICAL-c334t-44328cce054499c50d976f27d45021f4510e1f71df767af0ecd8f3d709ff26603</cites><orcidid>0000-0002-8877-4101 ; 0000-0002-0343-2234</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0360544219318067$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids></links><search><creatorcontrib>Suchithra, R.</creatorcontrib><creatorcontrib>Ezhilsabareesh, K.</creatorcontrib><creatorcontrib>Samad, Abdus</creatorcontrib><title>Optimization based higher order sliding mode controller for efficiency improvement of a wave energy converter</title><title>Energy (Oxford)</title><description>This paper deals with the efficiency maximization of a wave energy converter (WEC). The WEC is an oscillating water column (OWC) device and drives a permanent magnet synchronous generator (PMSG) through a bidirectional flow impulse-turbine. The converter faces challenges such as large peak-to-average power ratio, low overall efficiency, and inefficient energy absorption for regular and irregular sea states. In this context, a higher order sliding mode controller (HOSMC) was proposed, and its gains were optimized to control through the best efficiency point tracking (BEPT) of the turbine. The flow through the turbine-passage was simulated by the computational fluid dynamics (CFD) technique, and the BEPT characteristics were obtained. An adaptive inertia-weight particle-swarm algorithm and a grouped grey-wolf algorithm were used for optimization. The Optimized HOSMC reduced chattering, minimized the reaching time and improved the mean efficiency by about 67% compared to the uncontrolled cases. In addition, the relative improvement of the mean efficiency was at least 4.8% compared to conventional controllers. The controller reduced the peak-to-average power ratio of at least 35.6% relative to the uncontrolled case of the turbine under different sea states.
•A HOSMC was proposed for OWC-WEC for turbine efficiency maximization.•The adaptive gains of HOSMC were selected using GGWO algorithm.•HOSMC gain adaptation reduced chattering problem.•The HOSMC maximized the efficiency of about 67% relative to uncontrolled case.•The HOSMC minimized the peak-to-average ratio (about 34.6%).</description><subject>Adaptive algorithms</subject><subject>Algorithms</subject><subject>Bi-directional impulse turbine</subject><subject>Computational fluid dynamics</subject><subject>Computer applications</subject><subject>Computer simulation</subject><subject>Controllers</subject><subject>Converters</subject><subject>Efficiency</subject><subject>Energy</subject><subject>Energy absorption</subject><subject>Energy conversion efficiency</subject><subject>Fluid dynamics</subject><subject>Grouped grey-wolf optimization</subject><subject>Higher order sliding mode controller</subject><subject>Hydrodynamics</subject><subject>Optimization</subject><subject>Oscillating water column</subject><subject>Permanent magnet synchronous generator</subject><subject>Permanent magnets</subject><subject>Sea states</subject><subject>Sliding mode control</subject><subject>Turbines</subject><subject>Water circulation</subject><subject>Water column</subject><subject>Wave energy</subject><subject>Wave power</subject><issn>0360-5442</issn><issn>1873-6785</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp9UMtOwzAQtBBIlMcfcLDEOWGdOHZyQUIVL6lSL3C2gr1uHSVxsdOg8vWkhDOXXWk1MzszhNwwSBkwcdek2GPYHNIMWJUyJhhjJ2TBSpknQpbFKVlALiApOM_OyUWMDQAUZVUtSLfeDa5z3_XgfE8_6oiGbt1mi4H6YKYZW2dcv6GdN0i174fg23a6Wx8oWuu0w14fqOt2wY_YYT9Qb2lNv-oR6WzrSBsxDBiuyJmt24jXf_uSvD89vi1fktX6-XX5sEp0nvMh4TzPSq0RJsNVpQswlRQ2k4YXkDHLCwbIrGTGSiFrC6hNaXMjobI2EwLyS3I7606mPvcYB9X4feinlyrLmYRMVFxMKD6jdPAxBrRqF1xXh4NioI7FqkbNCdSxWDUXO9HuZxpOCUaHQcXfEtC4gHpQxrv_BX4AkVGEqw</recordid><startdate>20191115</startdate><enddate>20191115</enddate><creator>Suchithra, R.</creator><creator>Ezhilsabareesh, K.</creator><creator>Samad, Abdus</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7ST</scope><scope>7TB</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0002-8877-4101</orcidid><orcidid>https://orcid.org/0000-0002-0343-2234</orcidid></search><sort><creationdate>20191115</creationdate><title>Optimization based higher order sliding mode controller for efficiency improvement of a wave energy converter</title><author>Suchithra, R. ; Ezhilsabareesh, K. ; Samad, Abdus</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c334t-44328cce054499c50d976f27d45021f4510e1f71df767af0ecd8f3d709ff26603</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adaptive algorithms</topic><topic>Algorithms</topic><topic>Bi-directional impulse turbine</topic><topic>Computational fluid dynamics</topic><topic>Computer applications</topic><topic>Computer simulation</topic><topic>Controllers</topic><topic>Converters</topic><topic>Efficiency</topic><topic>Energy</topic><topic>Energy absorption</topic><topic>Energy conversion efficiency</topic><topic>Fluid dynamics</topic><topic>Grouped grey-wolf optimization</topic><topic>Higher order sliding mode controller</topic><topic>Hydrodynamics</topic><topic>Optimization</topic><topic>Oscillating water column</topic><topic>Permanent magnet synchronous generator</topic><topic>Permanent magnets</topic><topic>Sea states</topic><topic>Sliding mode control</topic><topic>Turbines</topic><topic>Water circulation</topic><topic>Water column</topic><topic>Wave energy</topic><topic>Wave power</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Suchithra, R.</creatorcontrib><creatorcontrib>Ezhilsabareesh, K.</creatorcontrib><creatorcontrib>Samad, Abdus</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Environment Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Environment Abstracts</collection><jtitle>Energy (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Suchithra, R.</au><au>Ezhilsabareesh, K.</au><au>Samad, Abdus</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimization based higher order sliding mode controller for efficiency improvement of a wave energy converter</atitle><jtitle>Energy (Oxford)</jtitle><date>2019-11-15</date><risdate>2019</risdate><volume>187</volume><spage>116111</spage><pages>116111-</pages><artnum>116111</artnum><issn>0360-5442</issn><eissn>1873-6785</eissn><abstract>This paper deals with the efficiency maximization of a wave energy converter (WEC). The WEC is an oscillating water column (OWC) device and drives a permanent magnet synchronous generator (PMSG) through a bidirectional flow impulse-turbine. The converter faces challenges such as large peak-to-average power ratio, low overall efficiency, and inefficient energy absorption for regular and irregular sea states. In this context, a higher order sliding mode controller (HOSMC) was proposed, and its gains were optimized to control through the best efficiency point tracking (BEPT) of the turbine. The flow through the turbine-passage was simulated by the computational fluid dynamics (CFD) technique, and the BEPT characteristics were obtained. An adaptive inertia-weight particle-swarm algorithm and a grouped grey-wolf algorithm were used for optimization. The Optimized HOSMC reduced chattering, minimized the reaching time and improved the mean efficiency by about 67% compared to the uncontrolled cases. In addition, the relative improvement of the mean efficiency was at least 4.8% compared to conventional controllers. The controller reduced the peak-to-average power ratio of at least 35.6% relative to the uncontrolled case of the turbine under different sea states.
•A HOSMC was proposed for OWC-WEC for turbine efficiency maximization.•The adaptive gains of HOSMC were selected using GGWO algorithm.•HOSMC gain adaptation reduced chattering problem.•The HOSMC maximized the efficiency of about 67% relative to uncontrolled case.•The HOSMC minimized the peak-to-average ratio (about 34.6%).</abstract><cop>Oxford</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.energy.2019.116111</doi><orcidid>https://orcid.org/0000-0002-8877-4101</orcidid><orcidid>https://orcid.org/0000-0002-0343-2234</orcidid></addata></record> |
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subjects | Adaptive algorithms Algorithms Bi-directional impulse turbine Computational fluid dynamics Computer applications Computer simulation Controllers Converters Efficiency Energy Energy absorption Energy conversion efficiency Fluid dynamics Grouped grey-wolf optimization Higher order sliding mode controller Hydrodynamics Optimization Oscillating water column Permanent magnet synchronous generator Permanent magnets Sea states Sliding mode control Turbines Water circulation Water column Wave energy Wave power |
title | Optimization based higher order sliding mode controller for efficiency improvement of a wave energy converter |
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