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style="--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-margin-top-medium:100px;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-margin-top-small:70px;--awb-spacing-right-small:1.92%;--awb-margin-bottom-small:0px;--awb-spacing-left-small:1.92%;"><div class="fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column"><div class="fusion-title title fusion-title-1 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two"><h2 class="fusion-title-heading title-heading-center" style="margin:0;">Publications</h2></div></div></div></div></div> </section> <main id="main" class="clearfix width-100"> <div class="fusion-row" style="max-width:100%;"> <section id="content" class="full-width"> <div id="post-134" class="post-134 page type-page status-publish hentry"> <span class="entry-title rich-snippet-hidden">Publications</span><span class="vcard rich-snippet-hidden"><span class="fn"><a href="https://www.iflex-project.eu/author/louise/" title="Posts by Louise B. Riley" rel="author">Louise B. Riley</a></span></span><span class="updated rich-snippet-hidden">2024-04-29T10:38:35+01:00</span> <div class="post-content"> <div class="fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling" style="--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-right:60px;--awb-padding-left:60px;--awb-flex-wrap:wrap;" ><div class="fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap" style="max-width:1560px;margin-left: calc(-4% / 2 );margin-right: calc(-4% / 2 );"><div class="fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column" style="--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;"><div class="fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column"><div class="fusion-text fusion-text-1" style="--awb-text-transform:none;"><h3>Scientific journal and conference publications</h3> </div></div></div></div></div><div class="fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling" style="--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-right:60px;--awb-padding-left:60px;--awb-flex-wrap:wrap;" ><div class="fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap" style="max-width:1560px;margin-left: calc(-4% / 2 );margin-right: calc(-4% / 2 );"><div class="fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column" style="--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;"><div class="fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column"><div class="fusion-text fusion-text-2" style="--awb-text-transform:none;"><p><em><a href="https://ieeexplore.ieee.org/document/9359735" target="_blank" rel="noopener"><strong>Intelligent Consumer Flexibility Management With Neural Network-Based Planning and Control</strong></a> </em>for IEEE Access, vol. 9, 2021,<br /> doi: 10.1109/ACCESS.2021.3060871</p> <p><strong><em><a href="https://www.mdpi.com/2571-9394/3/2/19" target="_blank" rel="noopener">Building Heat Demand Forecasting by Training a Common Machine Learning Model with Physics-Based Simulator</a></em> </strong>for Forecasting 2021, 3, doi: https://doi.org/10.3390/forecast3020019</p> <p><strong><a href="https://www.mdpi.com/2673-4931/11/1/14" target="_blank" rel="noopener"><em>Enabling Technologies for Wide-Scale Implementation of Energy Communities’ Projects</em></a> </strong>for MDPI journals, Environmental Sciences Proceedings, Volume 11, Issue 1, 2021, doi: https://doi.org/10.3390/environsciproc2021011014</p> <p><strong><a href="https://ieeexplore.ieee.org/document/9961040" target="_blank" rel="noopener"><em>An Optimization Framework for Effective Flexibility Management for Prosumers</em></a> </strong>for IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 2022, doi: 10.1109/SmartGridComm52983.2022.9961040. <a href="https://zenodo.org/records/10118132" target="_blank" rel="noopener">Open Access</a></p> <p><a href="https://ieeexplore.ieee.org/document/9961041" target="_blank" rel="noopener"><em><strong>Flexibility Management for Residential Users Under Participation Uncertainty</strong></em></a> for IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Singapore, 2022, doi: 10.1109/SmartGridComm52983.2022.9961041. <a href="https://zenodo.org/records/10117878" target="_blank" rel="noopener">Open Access</a></p> <p><a href="https://ieeexplore.ieee.org/document/10333883" target="_blank" rel="noopener"><em><strong>A Fair Selection Strategy for Residential Demand Response Participants</strong></em></a>, accepted for SmartGridComm’23, 31.10-03-11.2023. <a href="https://dx.doi.org/10.26240/heal.ntua.26117" target="_blank" rel="noopener">Open Access</a></p> <p><strong><em><a href="https://www.mdpi.com/1996-1073/17/1/21" target="_blank" rel="noopener">Win–Win Coordination between RES and DR Aggregators for Mitigating Energy Imbalances under Flexibility Uncertainty</a></em></strong> for MDPI Energies, 2024, 17(1), 21, doi: https://doi.org/10.3390/en17010021</p> <p><strong><em><a href="https://www.sciencedirect.com/science/article/pii/S1755008424000310?via%3Dihub" target="_blank" rel="noopener">Flexibility services for household consumers in Finland: Requirements and provided properties</a></em></strong>, for Renewable Energy Focus 49 (2024) 100567, doi: https://doi.org/10.1016/j.ref.2024.100567</p> <p><a href="https://open-research-europe.ec.europa.eu/articles/3-1/v2" target="_blank" rel="noopener"><strong><em>Lessons learnt during the workshop “Empowerment of citizens: fostering user engagement for innovative demand response for effective flexibility”</em></strong></a>[version 2; peer review: 3 approved with reservations]. Open Res Europe 2024, 3:1 , proceeding Sustainable Places 2022</p> <p><em>Estimating Household’s Physical Parameters Using Neural Ordinary Differential Equations</em>, for MIPRO Conference on Smart Industries and Digital Ecosystems 2024, Opatija, Croatia, MIPRO proceedings 2024, IEEE Xplore (to be published).</p> </div></div></div></div></div><div class="fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling" style="--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-right:60px;--awb-padding-left:60px;--awb-flex-wrap:wrap;" ><div class="fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap" style="max-width:1560px;margin-left: calc(-4% / 2 );margin-right: calc(-4% / 2 );"><div class="fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column" style="--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;"><div class="fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column"><div class="fusion-text fusion-text-3" style="--awb-text-transform:none;"><h3>Other research publications</h3> </div></div></div></div></div><div class="fusion-fullwidth fullwidth-box fusion-builder-row-6 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling" style="--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-right:60px;--awb-padding-left:60px;--awb-flex-wrap:wrap;" ><div class="fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap" style="max-width:1560px;margin-left: calc(-4% / 2 );margin-right: calc(-4% / 2 );"><div class="fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-flex-column" style="--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;"><div class="fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column"><div class="fusion-text fusion-text-4"><p><strong><a href="https://urn.fi/URN:NBN:fi-fe2021120859641" target="_blank" rel="noopener"><em>The impact of the iFLEX software service on demand response development in apartment buildings</em></a></strong>, Master Thesis by Jemina Leino (2021).</p> </div><div class="fusion-text fusion-text-5"><p><em><strong><a href="https://op.europa.eu/en/publication-detail/-/publication/54d9c702-dc9c-11ec-a534-01aa75ed71a1/language-en" target="_blank" rel="noopener">Flexibility for resilience – How can flexibility support power grids resilience?</a></strong></em>, European Commission, Directorate-General for Energy, Oleinikova, I., Iliceto, A., Hillberg, E., Publications Office of the European Union, 2022, https://data.europa.eu/doi/10.2833/676635</p> </div><div class="fusion-text fusion-text-6"><p><strong><em><a href="https://urn.fi/URN:NBN:fi:aalto-202301291760" target="_blank" rel="noopener">Utilizing buildings to balance energy networks</a></em></strong>, Master Thesis by Siiri Lapila (2023).</p> </div><div class="fusion-text fusion-text-7" style="--awb-text-transform:none;"><p><strong><a href="https://op.europa.eu/s/xy4d" target="_blank" rel="noopener"><em>Exploration of citizen engagement methodologies in European R&I projects</em></a></strong>, Publications Office of the European Union, 2023, <a href="https://data.europa.eu/doi/10.2833/536458" target="_blank" rel="noopener">https://data.europa.eu/doi/10.2833/536458</a></p> </div><div class="fusion-text fusion-text-8" style="--awb-text-transform:none;"><p><a href="https://data.europa.eu/doi/10.2833/78191" target="_blank" rel="noopener"><strong><em>Exploration of citizen engagement methodologies in European R&I projects 3.0</em></strong></a>, Publications Office of the European Union, 2023, https://data.europa.eu/doi/10.2833/78191</p> </div><div class="fusion-text fusion-text-9"><p><em>IoT Based Thermal Model Identification Using Neural Differential Equations</em>, Master Thesis by Davud Topalović (planned for 2024).</p> </div></div></div></div></div> </div> </div> </section> </div>  </main>  <div class="fusion-footer"> <footer class="fusion-footer-widget-area fusion-widget-area"> <div class="fusion-row"> <div class="fusion-columns fusion-columns-3 fusion-widget-area"> <div class="fusion-column col-lg-4 col-md-4 col-sm-4"> <section id="custom_html-2" class="widget_text fusion-footer-widget-column widget widget_custom_html" style="border-style: solid;border-color:transparent;border-width:0px;"><div class="textwidget custom-html-widget">The iFLEX project, <i>Intelligent Assistants for Flexibility Management</i>, receives funding from the European Union’s <a href="https://ec.europa.eu/programmes/horizon2020/en/what-horizon-2020" target="_blank">Horizon 2020 research and innovation programme</a> under <a href="https://cordis.europa.eu/project/id/957670" target="_blank">grant agreement no 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