<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE ep-patent-document PUBLIC "-//EPO//EP PATENT DOCUMENT 1.4//EN" "ep-patent-document-v1-4.dtd">
<ep-patent-document id="EP13151257A1" file="EP13151257NWA1.xml" lang="en" country="EP" doc-number="2754981" kind="A1" date-publ="20140716" status="n" dtd-version="ep-patent-document-v1-4">
<SDOBI lang="en"><B000><eptags><B001EP>ATBECHDEDKESFRGBGRITLILUNLSEMCPTIESILTLVFIROMKCYALTRBGCZEEHUPLSKBAHRIS..MTNORSMESM..................</B001EP><B005EP>J</B005EP><B007EP>DIM360 Ver 2.41 (21 Oct 2013) -  1100000/0</B007EP></eptags></B000><B100><B110>2754981</B110><B120><B121>EUROPEAN PATENT APPLICATION</B121></B120><B130>A1</B130><B140><date>20140716</date></B140><B190>EP</B190></B100><B200><B210>13151257.6</B210><B220><date>20130115</date></B220><B240><B241><date>20130115</date></B241></B240><B250>en</B250><B251EP>en</B251EP><B260>en</B260></B200><B400><B405><date>20140716</date><bnum>201429</bnum></B405><B430><date>20140716</date><bnum>201429</bnum></B430></B400><B500><B510EP><classification-ipcr sequence="1"><text>F25B  47/00        20060101AFI20130524BHEP        </text></classification-ipcr><classification-ipcr sequence="2"><text>F25D  21/06        20060101ALI20130524BHEP        </text></classification-ipcr></B510EP><B540><B541>de</B541><B542>Verfahren zur Steuerung der Entfrostung eines Verdampfers in einer Kühlanwendung und Kühlanwendung mit einem derartigen Verfahren</B542><B541>en</B541><B542>A method for controlling the defrost of an evaporator in a refrigeration appliance and refrigeration appliance using such method</B542><B541>fr</B541><B542>Procédé permettant de commander le dégivrage d'un évaporateur dans un appareil frigorifique et appareil frigorifique utilisant ce procédé</B542></B540></B500><B700><B710><B711><snm>Whirpool Corporation</snm><iid>101220366</iid><irf>WHI 201302 EP</irf><adr><str>2000 M 63</str><city>Benton Harbor MI 49022</city><ctry>US</ctry></adr></B711></B710><B720><B721><snm>Vanelli, Matteo Luciano</snm><adr><str>Whirlpool Europe s.r.l., Patent Dept.
V.le G. Borghi 27</str><city>21025 Comerio</city><ctry>IT</ctry></adr></B721><B721><snm>Guatta, Davide</snm><adr><str>Whirlpool Europe s.r.l., Patent Dept.
V.le G. Borghi 27</str><city>21025 Comerio</city><ctry>IT</ctry></adr></B721><B721><snm>Del Bello, Francesco</snm><adr><str>Whirlpool Europe s.r.l., Patent Dept.
V.le G. Borghi 27</str><city>21025 Comerio</city><ctry>IT</ctry></adr></B721><B721><snm>Ziermaier, Jutta</snm><adr><str>Whirlpool Europe s.r.l., Patent Dept.
V.le G. Borghi 27</str><city>21025 Comerio</city><ctry>IT</ctry></adr></B721><B721><snm>D'Auria, Mariagrazia</snm><adr><str>Whirlpool Europe s.r.l., Patent Dept.
V.le G. Borghi 27</str><city>21025 Comerio</city><ctry>IT</ctry></adr></B721><B721><snm>Sicher, Paolo</snm><adr><str>Whirlpool Europe s.r.l., Patent Dept.
V.le G. Borghi 27</str><city>21025 Comerio</city><ctry>IT</ctry></adr></B721></B720><B740><B741><snm>Guerci, Alessandro</snm><iid>100030564</iid><adr><str>Whirlpool Europe S.r.l. 
Patent Department 
Viale G. Borghi 27</str><city>21025 Comerio (VA)</city><ctry>IT</ctry></adr></B741></B740></B700><B800><B840><ctry>AL</ctry><ctry>AT</ctry><ctry>BE</ctry><ctry>BG</ctry><ctry>CH</ctry><ctry>CY</ctry><ctry>CZ</ctry><ctry>DE</ctry><ctry>DK</ctry><ctry>EE</ctry><ctry>ES</ctry><ctry>FI</ctry><ctry>FR</ctry><ctry>GB</ctry><ctry>GR</ctry><ctry>HR</ctry><ctry>HU</ctry><ctry>IE</ctry><ctry>IS</ctry><ctry>IT</ctry><ctry>LI</ctry><ctry>LT</ctry><ctry>LU</ctry><ctry>LV</ctry><ctry>MC</ctry><ctry>MK</ctry><ctry>MT</ctry><ctry>NL</ctry><ctry>NO</ctry><ctry>PL</ctry><ctry>PT</ctry><ctry>RO</ctry><ctry>RS</ctry><ctry>SE</ctry><ctry>SI</ctry><ctry>SK</ctry><ctry>SM</ctry><ctry>TR</ctry></B840><B844EP><B845EP><ctry>BA</ctry></B845EP><B845EP><ctry>ME</ctry></B845EP></B844EP></B800></SDOBI>
<abstract id="abst" lang="en">
<p id="pa01" num="0001">A method for controlling the defrost of an evaporator in a refrigeration appliance provided with a temperature sensor used for detecting temperature inside a cell of the appliance comprises measuring the evaporator temperature, applying an algorithm which, on the basis of the temperature inside the cell and the temperature of the evaporator, simulates the thermodynamic behavior of the cell, and detecting a change in any of the parameters of the above algorithm which is indicative of a need to defrost.</p>
</abstract>
<description id="desc" lang="en"><!-- EPO <DP n="1"> -->
<p id="p0001" num="0001">The present invention relates to a method for controlling defrost of an evaporator in a refrigeration appliance comprising a temperature sensor used for measuring the temperature inside a cell of the appliance.</p>
<p id="p0002" num="0002">A method of the above kind is disclosed by <patcit id="pcit0001" dnum="EP1619456A"><text>EP 1619456</text></patcit> where, starting from said measured temperature, a model is used in order to estimate the evaporator temperature. The evaporation temperature by itself doesn't provide a way to establish if a defrost is required.</p>
<p id="p0003" num="0003"><patcit id="pcit0002" dnum="EP1450230A"><text>EP1450230</text></patcit> discloses a method for controlling the temperature inside a cavity in which a computation is based on empirical values determined from the thermal behavior of the cavity. According to this method a first and a second temperature are detected, the second temperature being detected on or in the proximity of the evaporator. This method doesn't provide a way to establish if a defrost is required.</p>
<p id="p0004" num="0004">It is an object of the present invention to provide a method to evaluate in a reliable and accurate way the need to perform a defrost in a refrigerator appliance, estimating the amount of frost accumulated over the heat exchanger.</p>
<p id="p0005" num="0005">Such object is reached thanks to the features listed in the appended claims.</p>
<p id="p0006" num="0006">According to the invention, thermal heat exchange coefficients of a model can be related to the ice collected over the evaporators. In other words, in the following preferred model the parameters k<sub>1</sub>,k<sub>2</sub>,k<sub>3</sub>.are generally constant: <maths id="math0001" num=""><math display="block"><msub><mi mathvariant="normal">k</mi><mn mathvariant="normal">1</mn></msub><mo>⁢</mo><mfrac><msub><mi>dT</mi><mi>Cavity</mi></msub><mi>dt</mi></mfrac><mo>+</mo><msub><mi mathvariant="normal">T</mi><mi>Cavity</mi></msub><mo>=</mo><msub><mi mathvariant="normal">k</mi><mn mathvariant="normal">2</mn></msub><mo>⋅</mo><msub><mi mathvariant="normal">T</mi><mi>HeatExchanger</mi></msub><mo>+</mo><msub><mi mathvariant="normal">k</mi><mn mathvariant="normal">3</mn></msub></math><img id="ib0001" file="imgb0001.tif" wi="78" he="22" img-content="math" img-format="tif"/></maths></p>
<p id="p0007" num="0007">In the above model or algorithm T<sub>Cavity</sub> is the temperature detected by the temperature sensor in the cell, while T<sub>HeatExchan ger</sub> is the temperature detected on or in the proximity of the evaporator.</p>
<p id="p0008" num="0008">Another recursive algorithm is used to detect k<sub>1</sub>,k<sub>2</sub>,k<sub>3</sub> as, for example, Least Square, Kalman, etc. We introduce k̂<sub>1</sub>(t),k̂<sub>2</sub>(t),k̂<sub>3</sub>(t) to identify the estimations of the k<sub>1</sub>,k<sub>2</sub>,k<sub>3</sub>. The estimations are time-dependent, updated each time new measured values T<sub>Cavity</sub> , T<sub>HeatExchan ger</sub> are available.<!-- EPO <DP n="2"> --></p>
<p id="p0009" num="0009">The general criteria are:
<ul id="ul0001" list-style="bullet" compact="compact">
<li><i>The estimated parameters are constant if no ice formation occurs.</i></li>
<li><i>The estimated parameters changes if the ice formation occurs.</i></li>
</ul></p>
<p id="p0010" num="0010"><i>For example:</i>
<ul id="ul0002" list-style="none" compact="compact">
<li>• <maths id="math0002" num=""><math display="inline"><mfrac><mrow><mi mathvariant="normal">d</mi><mo>⁢</mo><msub><mover><mi mathvariant="normal">k</mi><mo>^</mo></mover><mi mathvariant="normal">i</mi></msub><mfenced><mi mathvariant="normal">t</mi></mfenced></mrow><mi>dt</mi></mfrac><mo>≈</mo><mn mathvariant="normal">0</mn></math><img id="ib0002" file="imgb0002.tif" wi="20" he="15" img-content="math" img-format="tif" inline="yes"/></maths> i =1,2,3 ⇒ <i>No Ice → No DeFrost</i> dt</li>
<li>• <maths id="math0003" num=""><math display="inline"><mfrac><mrow><mi mathvariant="normal">d</mi><mo>⁢</mo><msub><mover><mi mathvariant="normal">k</mi><mo>^</mo></mover><mi mathvariant="normal">i</mi></msub><mfenced><mi mathvariant="normal">t</mi></mfenced></mrow><mi>dt</mi></mfrac><mo>≠</mo><mn mathvariant="normal">0</mn></math><img id="ib0003" file="imgb0003.tif" wi="19" he="16" img-content="math" img-format="tif" inline="yes"/></maths> i = 1,2,3 ⇒ <i>lce</i> → <i>DeFrost</i> dt</li>
</ul></p>
<p id="p0011" num="0011">While these parameters are constant over time, no defrost is required. If ice is present on the evaporator, then the heat exchange coefficient decreases: so time by time the frost collects over the evaporator, the estimated k̂<sub>1</sub>(t),k̂<sub>2</sub>(t),k̂<sub>3</sub>(t) values change (in particular, k̂<sub>2</sub>(t) decreases significantly). Once frost begins accumulating over the heat exchanger, its performance starts decreasing and the values of the three over mentioned parameters experience a significant change. Since frost formation cause the variation of the parameters, comparing their values to a pre-determined reference (i.e. their initial values after the previous defrost or at appliance start-up, when the heat exchanger is supposed to be completely ice-free) does provide the information of performance degradation.</p>
<p id="p0012" num="0012">Once the difference between the parameters and their reference value is higher than a threshold value, the request of a defrosting action is sent to the temperature control system.</p>
<p id="p0013" num="0013">Further advantages and features of the method according to the invention will become clear from the following detailed description, with reference to the attached drawing which shows schematically how the estimation algorithm is applied according to the present invention.<!-- EPO <DP n="3"> --></p>
<p id="p0014" num="0014">The first step of the method according to the invention is to build a thermo dynamical/electrical model of the system. Then the model equations are used and combined in order to obtain an equation with one or more unknown values, whereas the other terms are assumed to be known or already estimated. An estimation algorithm is then used to estimate the unknown values. Every kind of estimation algorithm can be used, depending upon robustness requirements, linearity, stationary behavior, computational power required and so on. The applicant has used in his tests an estimation algorithm based on Least Square, but any estimation algorithm is fine (e.g. Kalman algorithms)</p>
<p id="p0015" num="0015">The method according to the invention may be applied to any refrigerating appliances, irrespective of the type of cooling circuit which is dedicated to remove heat from the cavity (i.e.: vapor compressor circuit with any type of compressor, magnetic refrigerator, Stirling cycles, thermoelectric cooling devices, etc.). Only condition required is that at least two temperature probes shall be present, one located on (or close to) the evaporator and one located within the refrigerated compartment. If power measurements are available, as well as control request representing the amount of heat instantaneously removed from the refrigerated compartment (directly, as a cooling capacity request, or indirectly, as a speed request to the compressor), their measure can be added to the model, refining the estimation precision.</p>
</description>
<claims id="claims01" lang="en"><!-- EPO <DP n="4"> -->
<claim id="c-en-0001" num="0001">
<claim-text>Method for controlling the defrost of an evaporator in a refrigeration appliance comprising a temperature sensor used for detecting temperature inside a cell of the appliance, <b>characterized in that</b> it comprises measuring the evaporator temperature, applying an algorithm which, on the basis of the temperature inside the cell and the temperature of the evaporator, simulates the thermodynamic behavior of the cell, and detecting a change in any of the parameters of the above algorithm which is indicative of a need to defrost.</claim-text></claim>
<claim id="c-en-0002" num="0002">
<claim-text>Method according to claim 1, wherein the algorithm is as follows: <maths id="math0004" num=""><math display="block"><msub><mi mathvariant="normal">k</mi><mn mathvariant="normal">1</mn></msub><mo>⁢</mo><mfrac><msub><mi>dT</mi><mi>Cavity</mi></msub><mi>dt</mi></mfrac><mo>+</mo><msub><mi mathvariant="normal">T</mi><mi>Cavity</mi></msub><mo>=</mo><msub><mi mathvariant="normal">k</mi><mn mathvariant="normal">2</mn></msub><mo>⋅</mo><msub><mi mathvariant="normal">T</mi><mi>HeatExchanger</mi></msub><mo>+</mo><msub><mi mathvariant="normal">k</mi><mn mathvariant="normal">3</mn></msub></math><img id="ib0004" file="imgb0004.tif" wi="74" he="15" img-content="math" img-format="tif"/></maths><br/>
where T<sub>Cavity</sub> is the temperature detected by the temperature sensor in the cell, T<sub>HeatExchan ger</sub> is the temperature detected on or in the proximity of the evaporator and k<sub>1</sub>,k<sub>2</sub>,k<sub>3</sub> are the parameters of the algorithm.</claim-text></claim>
<claim id="c-en-0003" num="0003">
<claim-text>Method according to claim 1 or 2, wherein said parameters are estimated with any auxiliary known estimation algorithms, preferably Least Square or Kalman filters algorithms.</claim-text></claim>
<claim id="c-en-0004" num="0004">
<claim-text>Refrigeration appliance having at least a cell with an evaporator, a first temperature sensor for detecting the temperature inside the cell , a second temperature sensor for detecting the temperature of the evaporator, and a control circuit for driving actuators of the refrigeration appliance, <b>characterized in that</b> the control circuit is adapted to evaluate the timing for defrosting the evaporator on the basis of an algorithm which simulates the thermodynamic behavior of the cell, any detected change in any of the parameters (k<sub>1</sub>,k<sub>2</sub>,k<sub>3</sub>) of the above algorithm being indicative of a need to defrost.</claim-text></claim>
<claim id="c-en-0005" num="0005">
<claim-text>Refrigeration appliance according to claim 4, wherein the algorithm is as follows: <maths id="math0005" num=""><math display="block"><msub><mi mathvariant="normal">k</mi><mn mathvariant="normal">1</mn></msub><mo>⁢</mo><mfrac><msub><mi>dT</mi><mi>Cavity</mi></msub><mi>dt</mi></mfrac><mo>+</mo><msub><mi mathvariant="normal">T</mi><mi>Cavity</mi></msub><mo>=</mo><msub><mi mathvariant="normal">k</mi><mn mathvariant="normal">2</mn></msub><mo>⋅</mo><msub><mi mathvariant="normal">T</mi><mi>HeatExchanger</mi></msub><mo>+</mo><msub><mi mathvariant="normal">k</mi><mn mathvariant="normal">3</mn></msub></math><img id="ib0005" file="imgb0005.tif" wi="126" he="17" img-content="math" img-format="tif"/></maths><br/>
<!-- EPO <DP n="5"> -->where T<sub>Cavity</sub> is the temperature detected by the temperature sensor in the cell, T<sub>HeatExchan ger</sub> is the temperature detected on or in the proximity of the evaporator and k<sub>1</sub>,k<sub>2</sub>,k<sub>3</sub> are the parameters of the algorithm.</claim-text></claim>
<claim id="c-en-0006" num="0006">
<claim-text>Refrigeration appliance according to claim 4 or 5, wherein said parameters are estimated with any auxiliary estimation algorithms, preferably Least Square or Kalman filters algorithm.</claim-text></claim>
</claims>
<drawings id="draw" lang="en"><!-- EPO <DP n="6"> -->
<figure id="f0001" num=","><img id="if0001" file="imgf0001.tif" wi="63" he="152" img-content="drawing" img-format="tif"/></figure>
</drawings>
<search-report-data id="srep" lang="en" srep-office="EP" date-produced=""><doc-page id="srep0001" file="srep0001.tif" wi="161" he="233" type="tif"/><doc-page id="srep0002" file="srep0002.tif" wi="156" he="233" type="tif"/></search-report-data><search-report-data date-produced="20130523" id="srepxml" lang="en" srep-office="EP" srep-type="ep-sr" status="n"><!--
 The search report data in XML is provided for the users' convenience only. It might differ from the search report of the PDF document, which contains the officially published data. The EPO disclaims any liability for incorrect or incomplete data in the XML for search reports.
 -->

<srep-info><file-reference-id>WHI 201302 EP</file-reference-id><application-reference><document-id><country>EP</country><doc-number>13151257.6</doc-number></document-id></application-reference><applicant-name><name>Whirpool Corporation</name></applicant-name><srep-established srep-established="yes"/><srep-invention-title title-approval="yes"/><srep-abstract abs-approval="yes"/><srep-figure-to-publish figinfo="none"/><srep-info-admin><srep-office><addressbook><text>DH</text></addressbook></srep-office><date-search-report-mailed><date>20130531</date></date-search-report-mailed></srep-info-admin></srep-info><srep-for-pub><srep-fields-searched><minimum-documentation><classifications-ipcr><classification-ipcr><text>F25B</text></classification-ipcr><classification-ipcr><text>F25D</text></classification-ipcr></classifications-ipcr></minimum-documentation></srep-fields-searched><srep-citations><citation id="sr-cit0001"><patcit dnum="US2002088238A1" id="sr-pcit0001" url="http://v3.espacenet.com/textdoc?DB=EPODOC&amp;IDX=US2002088238&amp;CY=ep"><document-id><country>US</country><doc-number>2002088238</doc-number><kind>A1</kind><name>HOLMES JOHN S [US] ET AL</name><date>20020711</date></document-id></patcit><category>X</category><rel-claims>1,3,4,6</rel-claims><rel-passage><passage>* paragraphs [0001],  [0084] *</passage></rel-passage></citation><citation id="sr-cit0002"><patcit dnum="US6131400A" id="sr-pcit0002" url="http://v3.espacenet.com/textdoc?DB=EPODOC&amp;IDX=US6131400&amp;CY=ep"><document-id><country>US</country><doc-number>6131400</doc-number><kind>A</kind><name>SEOK JIN-OH [KR] ET AL</name><date>20001017</date></document-id></patcit><category>A</category><rel-claims>1-6</rel-claims><rel-passage><passage>* column 4, line 66 - column 5, line 9; figures 1-3 *</passage></rel-passage></citation><citation id="sr-cit0003"><nplcit id="sr-ncit0001" npl-type="s"><article><author><name>BORGES B N ET AL</name></author><atl>Transient simulation of household refrigerators: A semi-empirical quasi-steady approach</atl><serial><sertitle>APPLIED ENERGY, ELSEVIER SCIENCE PUBLISHERS, GB</sertitle><pubdate>20110301</pubdate><vid>88</vid><ino>3</ino><doi>10.1016/J.APENERGY.2010.09.019</doi><issn>0306-2619</issn></serial><location><pp><ppf>748</ppf><ppl>754</ppl></pp></location><refno>XP027473129</refno></article></nplcit><category>A</category><rel-claims>1-6</rel-claims><rel-passage><passage>* abstract *</passage><passage>* Concluding Remarks;paragraph [005.] *</passage><passage>* Mathematical Model;paragraph [002.] *</passage></rel-passage></citation></srep-citations><srep-admin><examiners><primary-examiner><name>Melo Sousa, Filipe</name></primary-examiner></examiners><srep-office><addressbook><text>The Hague</text></addressbook></srep-office><date-search-completed><date>20130523</date></date-search-completed></srep-admin><!--							The annex lists the patent family members relating to the patent documents cited in the above mentioned European search report.							The members are as contained in the European Patent Office EDP file on							The European Patent Office is in no way liable for these particulars which are merely given for the purpose of information.							For more details about this annex : see Official Journal of the European Patent Office, No 12/82						--><srep-patent-family><patent-family><priority-application><document-id><country>US</country><doc-number>2002088238</doc-number><kind>A1</kind><date>20020711</date></document-id></priority-application><family-member><document-id><country>CA</country><doc-number>2365747</doc-number><kind>A1</kind><date>20020705</date></document-id></family-member><family-member><document-id><country>MX</country><doc-number>PA02000088</doc-number><kind>A</kind><date>20020911</date></document-id></family-member><family-member><document-id><country>US</country><doc-number>2002088238</doc-number><kind>A1</kind><date>20020711</date></document-id></family-member></patent-family><patent-family><priority-application><document-id><country>US</country><doc-number>6131400</doc-number><kind>A</kind><date>20001017</date></document-id></priority-application><family-member><document-id><country>CN</country><doc-number>1247969</doc-number><kind>A</kind><date>20000322</date></document-id></family-member><family-member><document-id><country>IT</country><doc-number>MI992378</doc-number><kind>A1</kind><date>20010515</date></document-id></family-member><family-member><document-id><country>JP</country><doc-number>3112905</doc-number><kind>B2</kind><date>20001127</date></document-id></family-member><family-member><document-id><country>JP</country><doc-number>2000105044</doc-number><kind>A</kind><date>20000411</date></document-id></family-member><family-member><document-id><country>KR</country><doc-number>20000019914</doc-number><kind>A</kind><date>20000415</date></document-id></family-member><family-member><document-id><country>US</country><doc-number>6131400</doc-number><kind>A</kind><date>20001017</date></document-id></family-member></patent-family></srep-patent-family></srep-for-pub></search-report-data>
<ep-reference-list id="ref-list">
<heading id="ref-h0001"><b>REFERENCES CITED IN THE DESCRIPTION</b></heading>
<p id="ref-p0001" num=""><i>This list of references cited by the applicant is for the reader's convenience only. It does not form part of the European patent document. Even though great care has been taken in compiling the references, errors or omissions cannot be excluded and the EPO disclaims all liability in this regard.</i></p>
<heading id="ref-h0002"><b>Patent documents cited in the description</b></heading>
<p id="ref-p0002" num="">
<ul id="ref-ul0001" list-style="bullet">
<li><patcit id="ref-pcit0001" dnum="EP1619456A"><document-id><country>EP</country><doc-number>1619456</doc-number><kind>A</kind></document-id></patcit><crossref idref="pcit0001">[0002]</crossref></li>
<li><patcit id="ref-pcit0002" dnum="EP1450230A"><document-id><country>EP</country><doc-number>1450230</doc-number><kind>A</kind></document-id></patcit><crossref idref="pcit0002">[0003]</crossref></li>
</ul></p>
</ep-reference-list>
</ep-patent-document>
