Optimal control of an array of non-linear wave energy point converters
The paper deals with the optimal feedback control and sub-optimal causal feedback control of an array of wave energy point absorbers using the reactive forces from the power take-off systems on the point absorbers as control forces. The dynamic coupling of the absorbers via the radiation wave forces...
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Veröffentlicht in: | Ocean engineering 2014-09, Vol.88, p.242-254 |
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creator | Nielsen, Søren R.K. Zhou, Qiang Basu, Biswajit Sichani, Mahdi T. Kramer, Morten M. |
description | The paper deals with the optimal feedback control and sub-optimal causal feedback control of an array of wave energy point absorbers using the reactive forces from the power take-off systems on the point absorbers as control forces. The dynamic coupling of the absorbers via the radiation wave forces and control forces are taken into account. Assuming linear wave mechanics the optimal control law is shown to be a non-causal feedback controller with feedback from measurement of the displacement, velocity, and acceleration of all floaters. i.e no wave load estimation or prediction is assumed. The control law will be optimal for any 2D or 3D irregular sea-state, as well as during the transient phase. To circumvent the non-causality problem related to the optimal controller law, a causal closed loop controller is suggested based on a slightly modified optimal control law. The controller contains an undetermined symmetric positive definite gain matrix. Since, the response of the array is narrow-banded at optimal control, this matrix has been chosen as the radiation damping matrix at the peak angular frequency. The causal controller is optimal under monochromatic wave excitation and close to optimal for irregular sea-states.
•Sub-optimal causal feedback control of displacement, velocity and acceleration vectors.•Controllers force vector dependent on velocity in the stationary state.•Absorption of energy ensured at any time.•Proposed controller is shown to be optimal under mono-chromatic excitation.•The control strategy and related optimization for non-linear point absorbers are elaborated. |
doi_str_mv | 10.1016/j.oceaneng.2014.06.027 |
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•Sub-optimal causal feedback control of displacement, velocity and acceleration vectors.•Controllers force vector dependent on velocity in the stationary state.•Absorption of energy ensured at any time.•Proposed controller is shown to be optimal under mono-chromatic excitation.•The control strategy and related optimization for non-linear point absorbers are elaborated.</description><identifier>ISSN: 0029-8018</identifier><identifier>EISSN: 1873-5258</identifier><identifier>DOI: 10.1016/j.oceaneng.2014.06.027</identifier><identifier>CODEN: OCENBQ</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Applied sciences ; Array of wave energy converters ; Arrays ; Causal feedback control ; Control systems ; Control theory ; Energy ; Energy of waters: ocean thermal energy, wave and tidal energy, etc ; Exact sciences and technology ; Feedback ; Feedback control ; Irregular sea state ; Law ; Natural energy ; Nonlinear buoyancy forces ; Optimal control ; Optimal feedback control ; Optimization</subject><ispartof>Ocean engineering, 2014-09, Vol.88, p.242-254</ispartof><rights>2014 Elsevier Ltd</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c408t-71817d6598828a1e4faf71a9a1091aa2b97ada296cdcc81ca540dd4ba8a2555f3</citedby><cites>FETCH-LOGICAL-c408t-71817d6598828a1e4faf71a9a1091aa2b97ada296cdcc81ca540dd4ba8a2555f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0029801814002406$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28733917$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Nielsen, Søren R.K.</creatorcontrib><creatorcontrib>Zhou, Qiang</creatorcontrib><creatorcontrib>Basu, Biswajit</creatorcontrib><creatorcontrib>Sichani, Mahdi T.</creatorcontrib><creatorcontrib>Kramer, Morten M.</creatorcontrib><title>Optimal control of an array of non-linear wave energy point converters</title><title>Ocean engineering</title><description>The paper deals with the optimal feedback control and sub-optimal causal feedback control of an array of wave energy point absorbers using the reactive forces from the power take-off systems on the point absorbers as control forces. The dynamic coupling of the absorbers via the radiation wave forces and control forces are taken into account. Assuming linear wave mechanics the optimal control law is shown to be a non-causal feedback controller with feedback from measurement of the displacement, velocity, and acceleration of all floaters. i.e no wave load estimation or prediction is assumed. The control law will be optimal for any 2D or 3D irregular sea-state, as well as during the transient phase. To circumvent the non-causality problem related to the optimal controller law, a causal closed loop controller is suggested based on a slightly modified optimal control law. The controller contains an undetermined symmetric positive definite gain matrix. Since, the response of the array is narrow-banded at optimal control, this matrix has been chosen as the radiation damping matrix at the peak angular frequency. The causal controller is optimal under monochromatic wave excitation and close to optimal for irregular sea-states.
•Sub-optimal causal feedback control of displacement, velocity and acceleration vectors.•Controllers force vector dependent on velocity in the stationary state.•Absorption of energy ensured at any time.•Proposed controller is shown to be optimal under mono-chromatic excitation.•The control strategy and related optimization for non-linear point absorbers are elaborated.</description><subject>Applied sciences</subject><subject>Array of wave energy converters</subject><subject>Arrays</subject><subject>Causal feedback control</subject><subject>Control systems</subject><subject>Control theory</subject><subject>Energy</subject><subject>Energy of waters: ocean thermal energy, wave and tidal energy, etc</subject><subject>Exact sciences and technology</subject><subject>Feedback</subject><subject>Feedback control</subject><subject>Irregular sea state</subject><subject>Law</subject><subject>Natural energy</subject><subject>Nonlinear buoyancy forces</subject><subject>Optimal control</subject><subject>Optimal feedback control</subject><subject>Optimization</subject><issn>0029-8018</issn><issn>1873-5258</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNqNkcFu2zAMhoWhA5Zme4XBlwK72CVlW5JvHYK1HVCgl-4ssDJdKHCkTHJS5O1nI-2u24k8fD8JfhTiK0KFgOp6W0XHFDi8VBKwqUBVIPUHsUKj67KVrbkQKwDZlQbQfBKXOW8BQCmoV-L2cT_5HY2Fi2FKcSziUFAoKCU6LX2IoRx9YErFKx254MDp5VTsow_Tkjlymjjlz-LjQGPmL291LX7d_nja3JcPj3c_N98fSteAmUqNBnWv2s4YaQi5GWjQSB0hdEgknztNPclOud45g47aBvq-eSZDsm3boV6Lb-e5-xR_HzhPduez43Gc74-HbFE1skYttfoPVOpO1TXgjKoz6lLMOfFg92mWkk4WwS6O7da-O7aLYwvKzo7n4NXbDsqOxiFRcD7_Tcv5AXWHC3dz5nh2c_ScbHaeg-PeJ3aT7aP_16o_ge2VGw</recordid><startdate>20140915</startdate><enddate>20140915</enddate><creator>Nielsen, Søren R.K.</creator><creator>Zhou, Qiang</creator><creator>Basu, Biswajit</creator><creator>Sichani, Mahdi T.</creator><creator>Kramer, Morten M.</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>7TN</scope><scope>7U6</scope><scope>C1K</scope><scope>F1W</scope><scope>H96</scope><scope>L.G</scope><scope>7SU</scope><scope>8FD</scope><scope>FR3</scope><scope>H8D</scope><scope>KR7</scope><scope>L7M</scope></search><sort><creationdate>20140915</creationdate><title>Optimal control of an array of non-linear wave energy point converters</title><author>Nielsen, Søren R.K. ; Zhou, Qiang ; Basu, Biswajit ; Sichani, Mahdi T. ; Kramer, Morten M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c408t-71817d6598828a1e4faf71a9a1091aa2b97ada296cdcc81ca540dd4ba8a2555f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Applied sciences</topic><topic>Array of wave energy converters</topic><topic>Arrays</topic><topic>Causal feedback control</topic><topic>Control systems</topic><topic>Control theory</topic><topic>Energy</topic><topic>Energy of waters: ocean thermal energy, wave and tidal energy, etc</topic><topic>Exact sciences and technology</topic><topic>Feedback</topic><topic>Feedback control</topic><topic>Irregular sea state</topic><topic>Law</topic><topic>Natural energy</topic><topic>Nonlinear buoyancy forces</topic><topic>Optimal control</topic><topic>Optimal feedback control</topic><topic>Optimization</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nielsen, Søren R.K.</creatorcontrib><creatorcontrib>Zhou, Qiang</creatorcontrib><creatorcontrib>Basu, Biswajit</creatorcontrib><creatorcontrib>Sichani, Mahdi T.</creatorcontrib><creatorcontrib>Kramer, Morten M.</creatorcontrib><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>Oceanic Abstracts</collection><collection>Sustainability Science Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Environmental Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Ocean engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nielsen, Søren R.K.</au><au>Zhou, Qiang</au><au>Basu, Biswajit</au><au>Sichani, Mahdi T.</au><au>Kramer, Morten M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimal control of an array of non-linear wave energy point converters</atitle><jtitle>Ocean engineering</jtitle><date>2014-09-15</date><risdate>2014</risdate><volume>88</volume><spage>242</spage><epage>254</epage><pages>242-254</pages><issn>0029-8018</issn><eissn>1873-5258</eissn><coden>OCENBQ</coden><abstract>The paper deals with the optimal feedback control and sub-optimal causal feedback control of an array of wave energy point absorbers using the reactive forces from the power take-off systems on the point absorbers as control forces. The dynamic coupling of the absorbers via the radiation wave forces and control forces are taken into account. Assuming linear wave mechanics the optimal control law is shown to be a non-causal feedback controller with feedback from measurement of the displacement, velocity, and acceleration of all floaters. i.e no wave load estimation or prediction is assumed. The control law will be optimal for any 2D or 3D irregular sea-state, as well as during the transient phase. To circumvent the non-causality problem related to the optimal controller law, a causal closed loop controller is suggested based on a slightly modified optimal control law. The controller contains an undetermined symmetric positive definite gain matrix. Since, the response of the array is narrow-banded at optimal control, this matrix has been chosen as the radiation damping matrix at the peak angular frequency. The causal controller is optimal under monochromatic wave excitation and close to optimal for irregular sea-states.
•Sub-optimal causal feedback control of displacement, velocity and acceleration vectors.•Controllers force vector dependent on velocity in the stationary state.•Absorption of energy ensured at any time.•Proposed controller is shown to be optimal under mono-chromatic excitation.•The control strategy and related optimization for non-linear point absorbers are elaborated.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.oceaneng.2014.06.027</doi><tpages>13</tpages></addata></record> |
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subjects | Applied sciences Array of wave energy converters Arrays Causal feedback control Control systems Control theory Energy Energy of waters: ocean thermal energy, wave and tidal energy, etc Exact sciences and technology Feedback Feedback control Irregular sea state Law Natural energy Nonlinear buoyancy forces Optimal control Optimal feedback control Optimization |
title | Optimal control of an array of non-linear wave energy point converters |
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