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      <abstractText>Rapid innovation in light emitting diode (LED) lighting products challenges lighting product manufacturers to reduce the product design cycle. Currently, LED component datasheets provided in industry are available with limited information for the digitalized design of LED products. The European project Delphi4LED developed and demonstrated methods, processes, and tools that facilitate the usage of LED components in a digital design flow, with the result that they are deployable more rapidly in LED lighting products (the so-called “Industry 4.0” approach). This approach has been demonstrated through the example of a LED-based luminaire with a multi-domain compact model (MDCM) for the LEDs. In this paper, earlier work is extended to further demonstrate and examine the developed digital design flow using the MDCM. The influence of variations in the input data, arising from variations in measured LED samples, on the final operating parameters is investigated. Additionally, the results and the required computation times are compared to those obtained with compact thermal model (CTM) using a different commercial software tool.</abstractText>
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      <referenceList>1. Delphi4LED project website, [online] Available: https://delphi4led.org.
2. G. Martin et al., "Luminaire Digital Design Flow with Multi-Domain Digital Twins of LEDs", Energies, vol. 12, no. 12, pp. 2389, Jun. 2019.
3. G. Martin et al., "FROM MEASUREMENTS TO STANDARDISED MULTI-DOMAIN COMPACT MODELS OF LEDS USING LED E-DATASHEETS", PROCEEDINGS OF the 29th Quadrennial Session of the CIE, pp. 379-386, 2019.
4. A. Poppe, G. Farkas, L. Gaál, G. Hantos, J. Hegedüs, M. Rencz, "Multi-Domain Modelling of LEDs for Supporting Virtual Prototyping of Luminaires", Energies, vol. 12, no. 10, pp. 1909, May 2019.
5. C. Marty et al., "Design flow for the development of optimized LED luminaires using multi-domain compact model simulations", 2018 24rd International Workshop on Thermal Investigations of ICs and Systems (THERMINIC), vol. 2018, no. September, pp. 1-7, 2018.
6. R. Bornoff, G. Farkas, L. Gaal, M. Rencz, A. Poppe, "LED 3D thermal model calibration against measurement", 2018 19th International Conference on Thermal Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE), pp. 1-7, 2018.
7. R. Bornoff, "Extraction of Boundary Condition Independent Dynamic Compact Thermal Models of LEDs—A Delphi4LED Methodology", Energies, vol. 12, no. 9, pp. 1628, Apr. 2019.
8. A. Poppe, "Multi-domain compact modeling of LEDs: An overview of models and experimental data", Microelectronics J., vol. 46, no. 12, pp. 1138-1151, Dec. 2015.
9. G. A. Onushkin et al., "Assessment of isothermal electro-optical-thermal measurement procedures for LEDs", 2017 23rd International Workshop on Thermal Investigations of ICs and Systems (THERMINIC), no. September, pp. 1-6, 2017.
10. T. Mérelle et al., "Modeling and Quantifying LED Variability", Proceedings of the 2018 LED Professional Symposium (LpS2018), pp. 194-206, 2018.</referenceList>
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      <label>Martin Genevieve et al. Luminaire Digital Design Flow with Delphi4LED LEDs Multi-Domain Compact Model. (2019) Megjelent: 2019 25TH INTERNATIONAL WORKSHOP ON THERMAL INVESTIGATIONS OF ICS AND SYSTEMS (THERMINIC 2019) p. 1</label><template>&lt;div class=&quot;BookChapter Publication short-list&quot;&gt; &lt;div class=&quot;authors&quot;&gt; &lt;span class=&quot;author-name&quot; &gt; Martin, Genevieve &lt;/span&gt; &lt;span class=&quot;author-type&quot;&gt; &lt;/span&gt; ; &lt;span class=&quot;author-name&quot; &gt; Yu, Joan ✉ &lt;/span&gt; &lt;span class=&quot;author-type&quot;&gt; &lt;/span&gt; ; &lt;span class=&quot;author-name&quot; &gt; Zuidema, Patrick &lt;/span&gt; &lt;span class=&quot;author-type&quot;&gt; &lt;/span&gt; ; &lt;span class=&quot;author-name&quot; &gt; van Der Schans, Marc &lt;/span&gt; &lt;span class=&quot;author-type&quot;&gt; &lt;/span&gt; &lt;/div &gt;&lt;div class=&quot;title&quot;&gt;&lt;a href=&quot;/gui2/?mode=browse&amp;params=publication;30977192&quot; mtid=&quot;30977192&quot; target=&quot;_blank&quot;&gt;Luminaire Digital Design Flow with Delphi4LED LEDs Multi-Domain Compact Model&lt;/a&gt;&lt;/div&gt; &lt;div class=&quot;InBook&quot;&gt;In: &lt;span class=&quot;booktitle&quot;&gt;&lt;a href=&quot;/gui2/?mode=browse&amp;params=publication;31577640&quot; target=&quot;_blank&quot;&gt;2019 25TH INTERNATIONAL WORKSHOP ON THERMAL INVESTIGATIONS OF ICS AND SYSTEMS (THERMINIC 2019) &lt;/a&gt;&lt;/span &gt; &lt;/div&gt;&lt;div class=&quot;pub-info&quot;&gt; &lt;span class=&quot;publishedAt&quot;&gt;New York, Amerikai Egyesült Államok : &lt;span class=&quot;publisher&quot;&gt;IEEE&lt;/span&gt; &lt;span class=&quot;year&quot;&gt;(2019)&lt;/span&gt; &lt;span class=&quot;page&quot;&gt; p. 1 Paper: S_04B-4_172_Yu , 5 p. &lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;pub-end&quot;&gt;&lt;div class=&quot;identifier-list&quot;&gt; &lt;span class=&quot;identifiers&quot;&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:black&quot; title=&quot;10.1109/THERMINIC.2019.8923741&quot; target=&quot;_blank&quot; href=&quot;https://doi.org/10.1109/THERMINIC.2019.8923741&quot;&gt; DOI &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;000534514800049&quot; target=&quot;_blank&quot; href=&quot;https://www.webofscience.com/wos/woscc/full-record/000534514800049&quot;&gt; WoS &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:black&quot; title=&quot;85078044673&quot; target=&quot;_blank&quot; href=&quot;http://www.scopus.com/record/display.url?origin=inward&amp;eid=2-s2.0-85078044673&quot;&gt; Scopus &lt;/a&gt; &lt;/span&gt; &lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;short-pub-prop-list&quot;&gt; &lt;span class=&quot;short-pub-mtid&quot;&gt; Közlemény:30977192 &lt;/span&gt; &lt;span class=&quot;status-holder&quot;&gt;&lt;span class=&quot;status-data status-APPROVED&quot;&gt; Nyilvános &lt;/span&gt;&lt;/span&gt; &lt;span class=&quot;pub-core&quot;&gt; Idéző &lt;/span&gt; &lt;span class=&quot;pub-type&quot;&gt;Könyvrészlet (Konferenciaközlemény ) &lt;/span&gt; &lt;!-- &amp;&amp; !record.category.scientific --&gt; &lt;span class=&quot;pub-category&quot;&gt;Tudományos&lt;/span&gt; &lt;/div&gt; &lt;/div&gt; &lt;/div&gt;</template><template2>&lt;div class=&quot;BookChapter Publication long-list&quot;&gt; &lt;div class=&quot;authors&quot;&gt; &lt;img title=&quot;Idézőközlemény&quot; style=&quot;float: left&quot; src=&quot;/frontend/resources/grid/publication-citation-icon.png&quot;&gt; &lt;div class=&quot;autype autype0&quot;&gt; &lt;span class=&quot;author-name&quot; &gt;Martin Genevieve &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Yu Joan ✉ &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Zuidema Patrick &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;van Der Schans Marc &lt;/span&gt; &lt;/div&gt; &lt;/div&gt; &lt;div class=&quot;title&quot;&gt;&lt;a href=&quot;/gui2/?mode=browse&amp;params=publication;30977192&quot; target=&quot;_blank&quot;&gt;Luminaire Digital Design Flow with Delphi4LED LEDs Multi-Domain Compact Model&lt;/a&gt;&lt;/div&gt; &lt;div class=&quot;InBook&quot;&gt;&lt;div class=&quot;chapter-in&quot;&gt;In:&lt;/div&gt; &lt;div class=&quot;authors&quot;&gt; &lt;/div&gt; &lt;div class=&quot;booktitle&quot;&gt;&lt;a href=&quot;/gui2/?mode=browse&amp;params=publication;31577640&quot; target=&quot;_blank&quot;&gt;2019 25TH INTERNATIONAL WORKSHOP ON THERMAL INVESTIGATIONS OF ICS AND SYSTEMS (THERMINIC 2019) &lt;/a&gt;&lt;/div&gt; &lt;div class=&quot;conference&quot;&gt; Konferencia helye, ideje: &lt;span class=&quot;location&quot;&gt;Lecco, Olaszország &lt;span class=&quot;conference-date&quot;&gt;2019.09.25. - 2019.09.27.&lt;/span&gt; &lt;/div&gt; &lt;span class=&quot;publishedAt&quot;&gt;New York: &lt;span class=&quot;publishers&quot;&gt;IEEE&lt;/span&gt;, &lt;span class=&quot;page&quot;&gt; p. 1. Paper S_04B-4_172_Yu. 5 p. &lt;/span&gt; &lt;span class=&quot;year&quot;&gt;(2019)&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;pub-footer&quot;&gt; &lt;span class=&quot;language&quot; xmlns=&quot;http://www.w3.org/1999/html&quot;&gt;Nyelv: Angol | &lt;/span&gt; &lt;span class=&quot;identifiers&quot;&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:black&quot; title=&quot;10.1109/THERMINIC.2019.8923741&quot; target=&quot;_blank&quot; href=&quot;https://doi.org/10.1109/THERMINIC.2019.8923741&quot;&gt; DOI &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;000534514800049&quot; target=&quot;_blank&quot; href=&quot;https://www.webofscience.com/wos/woscc/full-record/000534514800049&quot;&gt; WoS &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:black&quot; title=&quot;85078044673&quot; target=&quot;_blank&quot; href=&quot;http://www.scopus.com/record/display.url?origin=inward&amp;eid=2-s2.0-85078044673&quot;&gt; Scopus &lt;/a&gt; &lt;/span&gt; &lt;/span&gt; &lt;span class=&quot;bookchapter-ids&quot;&gt;Befoglaló link(ek):&lt;/span&gt; &lt;span class=&quot;identifiers&quot;&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;span class=&quot;isbnOrIssn&quot;&gt; ISBN: &lt;/span&gt; &lt;a style=&quot;color:black&quot; title=&quot;9781728120782&quot; target=&quot;_blank&quot; href=&quot;https://www.worldcat.org/search?q=isbn%3A9781728120782&quot;&gt; 9781728120782 &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:black&quot; title=&quot;https://ieeexplore.ieee.org/xpl/conhome/8911538/proceeding&quot; target=&quot;_blank&quot; href=&quot;https://ieeexplore.ieee.org/xpl/conhome/8911538/proceeding&quot;&gt; Egyéb URL &lt;/a&gt; &lt;/span&gt; &lt;/span&gt; &lt;div class=&quot;publication-citation&quot;&gt; &lt;a target=&quot;_blank&quot; href=&quot;/api/publication?cond=citations.related;eq;30977192&amp;sort=publishedYear,desc&amp;sort=title&quot;&gt; Idézett közlemények száma: 8 &lt;/a&gt; &lt;/div&gt; &lt;div class=&quot;mtid&quot;&gt;&lt;span class=&quot;long-pub-mtid&quot;&gt;Közlemény: 30977192&lt;/span&gt; | &lt;span class=&quot;status-data status-APPROVED&quot;&gt; Nyilvános &lt;/span&gt; &lt;span class=&quot;long-book-mtid&quot;&gt;Befoglaló: 31577640&lt;/span&gt; Idéző | &lt;span class=&quot;type-subtype&quot;&gt;Könyvrészlet ( Konferenciaközlemény ) &lt;/span&gt; | &lt;span class=&quot;pub-category&quot;&gt;Tudományos&lt;/span&gt; | &lt;span class=&quot;publication-sourceOfData&quot;&gt;kézi felvitel&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;funder&quot;&gt; Delphi4LED ECSEL(H2020 ECSEL 692465) Támogató: ECSEL &lt;/div&gt; &lt;div class=&quot;lastModified&quot;&gt;Utolsó módosítás: 2023.05.05. 11:16 Szatmári Erika (BME admin4) &lt;/div&gt; &lt;/div&gt; &lt;/div&gt;</template2>
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