Frequency Regulation With Thermostatically Controlled Loads: Aggregation of Dynamics and Synchronization
Thermostatically controlled loads (TCLs) can provide ancillary services to the power network by aiding existing frequency-control mechanisms. TCLs are, however, characterized by an intrinsic limit cycle behavior, which raises the risk that these could synchronize when coupled with the frequency dyna...
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Veröffentlicht in: | IEEE transactions on automatic control 2022-10, Vol.67 (10), p.5602-5609 |
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description | Thermostatically controlled loads (TCLs) can provide ancillary services to the power network by aiding existing frequency-control mechanisms. TCLs are, however, characterized by an intrinsic limit cycle behavior, which raises the risk that these could synchronize when coupled with the frequency dynamics of the power grid, i.e., simultaneously switch, inducing persistent and possibly catastrophic power oscillations. To address this problem, schemes with a randomized response time in their control policy have been proposed in the literature. However, such schemes introduce delays in the response of TCLs to frequency feedback that may limit their ability to provide fast support at urgencies. In this article, we present a deterministic control mechanism for TCLs such that those switch when prescribed frequency thresholds are exceeded in order to provide ancillary services to the power network. For the considered scheme, we provide analytic conditions, which ensure that synchronization is avoided. In particular, we show that as the number of loads tends to infinity, there exist arbitrarily long time intervals where the frequency deviations are arbitrarily small. Our analytical results are verified with simulations on the Northeast Power Coordinating Council 140-bus system, which demonstrate that the proposed scheme offers improved frequency response compared with existing implementations. |
doi_str_mv | 10.1109/TAC.2021.3122374 |
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TCLs are, however, characterized by an intrinsic limit cycle behavior, which raises the risk that these could synchronize when coupled with the frequency dynamics of the power grid, i.e., simultaneously switch, inducing persistent and possibly catastrophic power oscillations. To address this problem, schemes with a randomized response time in their control policy have been proposed in the literature. However, such schemes introduce delays in the response of TCLs to frequency feedback that may limit their ability to provide fast support at urgencies. In this article, we present a deterministic control mechanism for TCLs such that those switch when prescribed frequency thresholds are exceeded in order to provide ancillary services to the power network. For the considered scheme, we provide analytic conditions, which ensure that synchronization is avoided. In particular, we show that as the number of loads tends to infinity, there exist arbitrarily long time intervals where the frequency deviations are arbitrarily small. Our analytical results are verified with simulations on the Northeast Power Coordinating Council 140-bus system, which demonstrate that the proposed scheme offers improved frequency response compared with existing implementations.</description><identifier>ISSN: 0018-9286</identifier><identifier>EISSN: 1558-2523</identifier><identifier>DOI: 10.1109/TAC.2021.3122374</identifier><identifier>CODEN: IETAA9</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Aggregates ; Ancillary services ; demand side management ; Frequency control ; Frequency deviation ; Frequency response ; Frequency synchronization ; Load modeling ; power system control ; Power system dynamics ; Response time ; Smart Grids ; Switches ; Synchronism ; Synchronization ; thermostatically controlled loads</subject><ispartof>IEEE transactions on automatic control, 2022-10, Vol.67 (10), p.5602-5609</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c333t-22c88be624b4fc7ef043e52515bdec701a90550ebf6889c4323fa6434f2c7b63</citedby><cites>FETCH-LOGICAL-c333t-22c88be624b4fc7ef043e52515bdec701a90550ebf6889c4323fa6434f2c7b63</cites><orcidid>0000-0001-5078-7065 ; 0000-0002-7739-949X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9585377$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9585377$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Kasis, Andreas</creatorcontrib><creatorcontrib>Lestas, Ioannis</creatorcontrib><title>Frequency Regulation With Thermostatically Controlled Loads: Aggregation of Dynamics and Synchronization</title><title>IEEE transactions on automatic control</title><addtitle>TAC</addtitle><description>Thermostatically controlled loads (TCLs) can provide ancillary services to the power network by aiding existing frequency-control mechanisms. TCLs are, however, characterized by an intrinsic limit cycle behavior, which raises the risk that these could synchronize when coupled with the frequency dynamics of the power grid, i.e., simultaneously switch, inducing persistent and possibly catastrophic power oscillations. To address this problem, schemes with a randomized response time in their control policy have been proposed in the literature. However, such schemes introduce delays in the response of TCLs to frequency feedback that may limit their ability to provide fast support at urgencies. In this article, we present a deterministic control mechanism for TCLs such that those switch when prescribed frequency thresholds are exceeded in order to provide ancillary services to the power network. For the considered scheme, we provide analytic conditions, which ensure that synchronization is avoided. In particular, we show that as the number of loads tends to infinity, there exist arbitrarily long time intervals where the frequency deviations are arbitrarily small. Our analytical results are verified with simulations on the Northeast Power Coordinating Council 140-bus system, which demonstrate that the proposed scheme offers improved frequency response compared with existing implementations.</description><subject>Aggregates</subject><subject>Ancillary services</subject><subject>demand side management</subject><subject>Frequency control</subject><subject>Frequency deviation</subject><subject>Frequency response</subject><subject>Frequency synchronization</subject><subject>Load modeling</subject><subject>power system control</subject><subject>Power system dynamics</subject><subject>Response time</subject><subject>Smart Grids</subject><subject>Switches</subject><subject>Synchronism</subject><subject>Synchronization</subject><subject>thermostatically controlled loads</subject><issn>0018-9286</issn><issn>1558-2523</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kM9LwzAUx4MoOKd3wUvAc2d-Nqm3MZ0KA0ELHkOaJm1H18ykO9S_3s4OT4_33vf7vrwPALcYLTBG2UO-XC0IInhBMSFUsDMww5zLhHBCz8EMISyTjMj0ElzFuB3blDE8A_U62O-D7cwAP2x1aHXf-A5-NX0N89qGnY_9ODK6bQe48l0ffNvaEm68LuMjXFZVsNXk8Q4-DZ3eNSZC3ZXwc-hMHXzX_Pztr8GF0220N6c6B_n6OV-9Jpv3l7fVcpMYSmmfEGKkLGxKWMGcEdYhRi0nHPOitEYgrDPEObKFS6XMDKOEOp0yyhwxokjpHNxPZ_fBj3_FXm39IXRjoiICS5FxJtCoQpPKBB9jsE7tQ7PTYVAYqSNONeJUR5zqhHO03E2Wxlr7L8-45FQI-guz7XIU</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Kasis, Andreas</creator><creator>Lestas, Ioannis</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0001-5078-7065</orcidid><orcidid>https://orcid.org/0000-0002-7739-949X</orcidid></search><sort><creationdate>20221001</creationdate><title>Frequency Regulation With Thermostatically Controlled Loads: Aggregation of Dynamics and Synchronization</title><author>Kasis, Andreas ; Lestas, Ioannis</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c333t-22c88be624b4fc7ef043e52515bdec701a90550ebf6889c4323fa6434f2c7b63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Aggregates</topic><topic>Ancillary services</topic><topic>demand side management</topic><topic>Frequency control</topic><topic>Frequency deviation</topic><topic>Frequency response</topic><topic>Frequency synchronization</topic><topic>Load modeling</topic><topic>power system control</topic><topic>Power system dynamics</topic><topic>Response time</topic><topic>Smart Grids</topic><topic>Switches</topic><topic>Synchronism</topic><topic>Synchronization</topic><topic>thermostatically controlled loads</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kasis, Andreas</creatorcontrib><creatorcontrib>Lestas, Ioannis</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>IEEE transactions on automatic control</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Kasis, Andreas</au><au>Lestas, Ioannis</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Frequency Regulation With Thermostatically Controlled Loads: Aggregation of Dynamics and Synchronization</atitle><jtitle>IEEE transactions on automatic control</jtitle><stitle>TAC</stitle><date>2022-10-01</date><risdate>2022</risdate><volume>67</volume><issue>10</issue><spage>5602</spage><epage>5609</epage><pages>5602-5609</pages><issn>0018-9286</issn><eissn>1558-2523</eissn><coden>IETAA9</coden><abstract>Thermostatically controlled loads (TCLs) can provide ancillary services to the power network by aiding existing frequency-control mechanisms. TCLs are, however, characterized by an intrinsic limit cycle behavior, which raises the risk that these could synchronize when coupled with the frequency dynamics of the power grid, i.e., simultaneously switch, inducing persistent and possibly catastrophic power oscillations. To address this problem, schemes with a randomized response time in their control policy have been proposed in the literature. However, such schemes introduce delays in the response of TCLs to frequency feedback that may limit their ability to provide fast support at urgencies. In this article, we present a deterministic control mechanism for TCLs such that those switch when prescribed frequency thresholds are exceeded in order to provide ancillary services to the power network. For the considered scheme, we provide analytic conditions, which ensure that synchronization is avoided. In particular, we show that as the number of loads tends to infinity, there exist arbitrarily long time intervals where the frequency deviations are arbitrarily small. Our analytical results are verified with simulations on the Northeast Power Coordinating Council 140-bus system, which demonstrate that the proposed scheme offers improved frequency response compared with existing implementations.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TAC.2021.3122374</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0001-5078-7065</orcidid><orcidid>https://orcid.org/0000-0002-7739-949X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aggregates Ancillary services demand side management Frequency control Frequency deviation Frequency response Frequency synchronization Load modeling power system control Power system dynamics Response time Smart Grids Switches Synchronism Synchronization thermostatically controlled loads |
title | Frequency Regulation With Thermostatically Controlled Loads: Aggregation of Dynamics and Synchronization |
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