{"id":9856,"date":"2025-06-02T08:59:59","date_gmt":"2025-06-02T06:59:59","guid":{"rendered":"https:\/\/www.aee-intec.at\/annex-81-deliverables\/"},"modified":"2026-04-22T11:05:24","modified_gmt":"2026-04-22T09:05:24","slug":"annex-81-deliverables","status":"publish","type":"page","link":"https:\/\/www.aee-intec.at\/en\/annex-81-deliverables\/","title":{"rendered":"Annex 81 Deliverables"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"9856\" class=\"elementor elementor-9856 elementor-7450\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-556d807 e-flex e-con-boxed e-con e-parent\" data-id=\"556d807\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-08f8a72 e-flex e-con-boxed e-con e-parent\" data-id=\"08f8a72\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85e38e8 elementor-widget elementor-widget-heading\" data-id=\"85e38e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Annex 81 Endbericht<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0afa603 e-flex e-con-boxed e-con e-parent\" data-id=\"0afa603\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f345e59 e-con-full e-flex e-con e-child\" data-id=\"f345e59\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-573ad55 elementor-widget elementor-widget-image\" data-id=\"573ad55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-Final-report-01.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Annex 81\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzYyNCwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9Bbm5leC04MS1GaW5hbC1yZXBvcnQtMDEuanBnIn0%3D\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"212\" height=\"300\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-Final-report-01-212x300.jpg\" class=\"attachment-medium size-medium wp-image-7624\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-Final-report-01-212x300.jpg 212w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-Final-report-01-724x1024.jpg 724w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-Final-report-01-768x1086.jpg 768w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-Final-report-01-1087x1536.jpg 1087w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-Final-report-01.jpg 1240w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Annex 81<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-36fbd12 e-con-full e-flex e-con e-child\" data-id=\"36fbd12\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7727b42 elementor-widget elementor-widget-text-editor\" data-id=\"7727b42\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Die IEA-EBC-Initiative Annex 81 \u201eData-Driven Smart Buildings\u201c untersuchte, wie die Digitalisierung zur Verbesserung der Energieeffizienz von Nichtwohngeb\u00e4uden genutzt werden kann. Dabei wurden sowohl auf (i) Datenanalyse und Softwareanwendungen f\u00fcr k\u00fcnstliche Intelligenz (zur Verbesserung der Energieeffizienz) als auch auf (ii) die digitale (IT-)Infrastruktur, die zur Unterst\u00fctzung dieser Softwareanwendungen erforderlich ist, eingegangen. Der vorliegende Bericht fasst die Ergebnisse des Annexes zusammen.    <\/p><div class=\"yellow-btn\"><a href=\"https:\/\/publications.csiro.au\/publications\/publication\/PIcsiro:EP2025-2192\" target=\"_blank\" rel=\"noopener\">Publication Webseite<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-43ab3d1 e-flex e-con-boxed e-con e-parent\" data-id=\"43ab3d1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-277c712 elementor-widget elementor-widget-heading\" data-id=\"277c712\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Abschlussbericht Subtask A<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f5a9cc2 e-flex e-con-boxed e-con e-parent\" data-id=\"f5a9cc2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8eabe65 e-con-full e-flex e-con e-child\" data-id=\"8eabe65\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f361511 elementor-widget elementor-widget-image\" data-id=\"f361511\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD4_IEA-Annex-81-Subtask-A-Report-final-01.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Annex 81\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ3NCwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9BRDRfSUVBLUFubmV4LTgxLVN1YnRhc2stQS1SZXBvcnQtZmluYWwtMDEuanBnIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"212\" height=\"300\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD4_IEA-Annex-81-Subtask-A-Report-final-01-212x300.jpg\" class=\"attachment-medium size-medium wp-image-7474\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD4_IEA-Annex-81-Subtask-A-Report-final-01-212x300.jpg 212w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD4_IEA-Annex-81-Subtask-A-Report-final-01-724x1024.jpg 724w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD4_IEA-Annex-81-Subtask-A-Report-final-01-768x1086.jpg 768w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD4_IEA-Annex-81-Subtask-A-Report-final-01-1087x1536.jpg 1087w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD4_IEA-Annex-81-Subtask-A-Report-final-01.jpg 1240w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Annex 81<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ec03c52 e-con-full e-flex e-con e-child\" data-id=\"ec03c52\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-893e072 elementor-widget elementor-widget-text-editor\" data-id=\"893e072\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Subtask A des IEA EBC Annex 81 konzentriert sich auf einen der kritischsten Schritte bei der Implementierung von datengesteuerten intelligenten Geb\u00e4udedienstleistungen, n\u00e4mlich die Einrichtung der erforderlichen IT-Infrastruktur und Datenverwaltungsdienste in einem Geb\u00e4ude. Dieser Schritt ist die Grundlage f\u00fcr den sp\u00e4teren Einsatz von energiesparenden Softwareanwendungen. Er ist die Quelle vieler Hindernisse f\u00fcr einen energieeffizienten Geb\u00e4udebetrieb.  <\/p><p>Dieser Bericht fasst die Ergebnisse der Arbeit von Subtask A zusammen, in dem die Priorit\u00e4ten und die Technologien f\u00fcr ein modernes Datenmanagement in intelligenten energieeffizienten Geb\u00e4uden untersucht wurden.<\/p><div class=\"yellow-btn\"><a href=\"https:\/\/annex81.iea-ebc.org\/Data\/publications\/IEA%20Annex%2081%20Subtask%20A%20Report%20(final).pdf\" target=\"_blank\" rel=\"noopener\">Download PDF<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c57a665 e-flex e-con-boxed e-con e-parent\" data-id=\"c57a665\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f8bffc elementor-widget elementor-widget-heading\" data-id=\"2f8bffc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Abschlussbericht Subtask B<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0699e90 e-flex e-con-boxed e-con e-parent\" data-id=\"0699e90\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-933858e e-con-full e-flex e-con e-child\" data-id=\"933858e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d911829 elementor-widget elementor-widget-image\" data-id=\"d911829\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Subtask-B-Report-01.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Annex 81\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzYyNiwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9TdWJ0YXNrLUItUmVwb3J0LTAxLmpwZyJ9\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"212\" height=\"300\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Subtask-B-Report-01-212x300.jpg\" class=\"attachment-medium size-medium wp-image-7626\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Subtask-B-Report-01-212x300.jpg 212w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Subtask-B-Report-01-724x1024.jpg 724w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Subtask-B-Report-01-768x1086.jpg 768w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Subtask-B-Report-01-1087x1536.jpg 1087w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Subtask-B-Report-01.jpg 1240w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Annex 81<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-00bc369 e-con-full e-flex e-con e-child\" data-id=\"00bc369\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a9ba58e elementor-widget elementor-widget-text-editor\" data-id=\"a9ba58e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Model Predictive Control (MPC) verwendet ein mathematisches Modell eines Geb\u00e4udes, um das Verhalten des Geb\u00e4udes unter verschiedenen Steuerungsstrategien vorherzusagen. Dadurch kann der Regler zuk\u00fcnftige Ereignisse (z. B. Wetter, Belegung oder Preisgestaltung) proaktiv vorhersehen und die Regelungseinstellungen unter Ber\u00fccksichtigung dieser Ereignisse optimieren. MPC-Regler k\u00f6nnen den Energieverbrauch um bis zu 40 % senken. Subtask B des IEA EBC Annex 81 zielte darauf ab, ein umfassendes Verst\u00e4ndnis von MPC zu schaffen und Werkzeuge f\u00fcr Forscher und Industrie bereitzustellen, um innovative L\u00f6sungen zu entwickeln und zu vergleichen.   <\/p><p>Dieser Bericht fasst die Ergebnisse dieser Arbeiten zusammen.<\/p><div class=\"yellow-btn\"><a href=\"https:\/\/annex81.iea-ebc.org\/Data\/publications\/Subtask%20B%20Report.pdf\" target=\"_blank\" rel=\"noopener\">Download PDF<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c9d91aa e-flex e-con-boxed e-con e-parent\" data-id=\"c9d91aa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-619d5d9 elementor-widget elementor-widget-heading\" data-id=\"619d5d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Abschlussbericht Subtask C<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a75a0bf e-flex e-con-boxed e-con e-parent\" data-id=\"a75a0bf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4e0418f e-con-full e-flex e-con e-child\" data-id=\"4e0418f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-261e3b9 elementor-widget elementor-widget-image\" data-id=\"261e3b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Subtask-C-Report-01.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Annex 81\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzYyOCwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9JRUEtQW5uZXgtODEtU3VidGFzay1DLVJlcG9ydC0wMS5qcGcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"212\" height=\"300\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Subtask-C-Report-01-212x300.jpg\" class=\"attachment-medium size-medium wp-image-7628\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Subtask-C-Report-01-212x300.jpg 212w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Subtask-C-Report-01-724x1024.jpg 724w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Subtask-C-Report-01-768x1086.jpg 768w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Subtask-C-Report-01-1087x1536.jpg 1087w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Subtask-C-Report-01.jpg 1240w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Annex 81<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-553f0c7 e-con-full e-flex e-con e-child\" data-id=\"553f0c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3cfc309 elementor-widget elementor-widget-text-editor\" data-id=\"3cfc309\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Subtask C des IEA EBC Annex 81 zielte darauf ab, ein umfassendes Verst\u00e4ndnis von datengesteuerten Smart-Building-Anwendungen zu schaffen, mit besonderem Fokus auf Fehlererkennung und -diagnose (FDD) und Building-to-Grid-Anwendungen (B2G). Es wurde ein Literaturreview durchgef\u00fchrt und Smart-Building-Experten befragt, um verf\u00fcgbare Key Performance Indicators (KPIs), datengesteuerte Strategien, kritische Tools, Frameworks, Datens\u00e4tze und prim\u00e4re Markt\u00fcbernahmebarrieren f\u00fcr FDD- und B2G-Anwendungen zu bewerten. <\/p><p>Dieser Bericht fasst die Ergebnisse von Subtask C zusammen.<\/p><div class=\"yellow-btn\"><a href=\"https:\/\/annex81.iea-ebc.org\/Data\/publications\/IEA%20Annex%2081%20Subtask%20C%20Report.pdf\" target=\"_blank\" rel=\"noopener\">Download PDF<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ebf2292 e-flex e-con-boxed e-con e-parent\" data-id=\"ebf2292\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9419cb0 elementor-widget elementor-widget-heading\" data-id=\"9419cb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">State-of-the-Art-Report: Datengesteuerte intelligente Geb\u00e4ude<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-987b719 e-flex e-con-boxed e-con e-parent\" data-id=\"987b719\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4969620 e-con-full e-flex e-con e-child\" data-id=\"4969620\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b5d0de6 elementor-widget elementor-widget-image\" data-id=\"b5d0de6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-State-of-the-Art-Report-final-001-2.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Annex 81\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ1OCwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9Bbm5leC04MS1TdGF0ZS1vZi10aGUtQXJ0LVJlcG9ydC1maW5hbC0wMDEtMi5qcGcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"212\" height=\"300\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-State-of-the-Art-Report-final-001-2-212x300.jpg\" class=\"attachment-medium size-medium wp-image-7458\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-State-of-the-Art-Report-final-001-2-212x300.jpg 212w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-State-of-the-Art-Report-final-001-2-724x1024.jpg 724w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-State-of-the-Art-Report-final-001-2-768x1086.jpg 768w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-State-of-the-Art-Report-final-001-2-1087x1536.jpg 1087w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Annex-81-State-of-the-Art-Report-final-001-2.jpg 1240w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Annex 81<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-369f25c e-con-full e-flex e-con e-child\" data-id=\"369f25c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5610ec4 elementor-widget elementor-widget-text-editor\" data-id=\"5610ec4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u00dcberblick \u00fcber den aktuellen Stand der Technik in allen Bereichen von Annex 81.\n\nVer\u00f6ffentlichung: September 2023\n\n\n<div class=\"yellow-btn\"><a href=\"https:\/\/annex81.iea-ebc.org\/Data\/publications\/Annex%2081%20State-of-the-Art%20Report%20(final).pdf\" target=\"_blank\" rel=\"noopener\">Download PDF<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f31b9c1 e-flex e-con-boxed e-con e-parent\" data-id=\"f31b9c1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f009b3 elementor-widget elementor-widget-heading\" data-id=\"3f009b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Opportunities for Government Leadership on Data-Driven Smart Buildings<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1cac061 e-flex e-con-boxed e-con e-parent\" data-id=\"1cac061\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-20b7413 e-con-full e-flex e-con e-child\" data-id=\"20b7413\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4c5996e elementor-widget elementor-widget-image\" data-id=\"4c5996e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Opportunities-for-Government-Leadership-on-Data-Driven-Smart-Buildings-01.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Annex 81\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ2MCwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9PcHBvcnR1bml0aWVzLWZvci1Hb3Zlcm5tZW50LUxlYWRlcnNoaXAtb24tRGF0YS1Ecml2ZW4tU21hcnQtQnVpbGRpbmdzLTAxLmpwZyJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"212\" height=\"300\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Opportunities-for-Government-Leadership-on-Data-Driven-Smart-Buildings-01-212x300.jpg\" class=\"attachment-medium size-medium wp-image-7460\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Opportunities-for-Government-Leadership-on-Data-Driven-Smart-Buildings-01-212x300.jpg 212w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Opportunities-for-Government-Leadership-on-Data-Driven-Smart-Buildings-01-724x1024.jpg 724w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Opportunities-for-Government-Leadership-on-Data-Driven-Smart-Buildings-01-768x1086.jpg 768w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Opportunities-for-Government-Leadership-on-Data-Driven-Smart-Buildings-01-1087x1536.jpg 1087w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Opportunities-for-Government-Leadership-on-Data-Driven-Smart-Buildings-01.jpg 1240w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Annex 81<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3243cab e-con-full e-flex e-con e-child\" data-id=\"3243cab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9737e9d elementor-widget elementor-widget-text-editor\" data-id=\"9737e9d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Dieser Bericht soll Regierungen Hinweise geben, wie sie die Einf\u00fchrung der Digitalisierung in Nichtwohngeb\u00e4uden durch die Industrie unterst\u00fctzen k\u00f6nnen. Er identifiziert acht Schl\u00fcsselthemen, bei denen die Regierung helfen kann, Hindernisse der Industrie zu \u00fcberwinden. Zu diesen Themen werden spezifische Ma\u00dfnahmen identifiziert, und es werden Beispiele daf\u00fcr angef\u00fchrt, in welchen L\u00e4ndern entsprechende Ma\u00dfnahmen schon umgesetzt haben.  <\/p><div class=\"yellow-btn\"><a href=\"https:\/\/annex81.iea-ebc.org\/Data\/publications\/Opportunities%20for%20Government%20Leadership%20on%20Data-Driven%20Smart%20Buildings.pdf\" target=\"_blank\" rel=\"noopener\">Download PDF<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-974944a e-flex e-con-boxed e-con e-parent\" data-id=\"974944a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f4d5c6 elementor-widget elementor-widget-heading\" data-id=\"5f4d5c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ein Leitfaden zu Datenplattformen f\u00fcr datengesteuerte intelligente Geb\u00e4ude<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a1e8b2e e-flex e-con-boxed e-con e-parent\" data-id=\"a1e8b2e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a1ce2c7 e-con-full e-flex e-con e-child\" data-id=\"a1ce2c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f78c97e elementor-widget elementor-widget-image\" data-id=\"f78c97e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD2_A-Guide-on-Data-Platforms-for-Data-Driven-Smart-Buildings-final1-01.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Annex 81\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ2MiwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9BRDJfQS1HdWlkZS1vbi1EYXRhLVBsYXRmb3Jtcy1mb3ItRGF0YS1Ecml2ZW4tU21hcnQtQnVpbGRpbmdzLWZpbmFsMS0wMS5qcGcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"212\" height=\"300\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD2_A-Guide-on-Data-Platforms-for-Data-Driven-Smart-Buildings-final1-01-212x300.jpg\" class=\"attachment-medium size-medium wp-image-7462\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD2_A-Guide-on-Data-Platforms-for-Data-Driven-Smart-Buildings-final1-01-212x300.jpg 212w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD2_A-Guide-on-Data-Platforms-for-Data-Driven-Smart-Buildings-final1-01-724x1024.jpg 724w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD2_A-Guide-on-Data-Platforms-for-Data-Driven-Smart-Buildings-final1-01-768x1086.jpg 768w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD2_A-Guide-on-Data-Platforms-for-Data-Driven-Smart-Buildings-final1-01-1087x1536.jpg 1087w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/AD2_A-Guide-on-Data-Platforms-for-Data-Driven-Smart-Buildings-final1-01.jpg 1240w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Annex 81<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9e5d479 e-con-full e-flex e-con e-child\" data-id=\"9e5d479\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66be3e1 elementor-widget elementor-widget-text-editor\" data-id=\"66be3e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In diesem Bericht werden die technischen Merkmale moderner Datenplattformen und ihre zentrale Rolle bei der Umwandlung von Geb\u00e4uden in intelligente, datengesteuerte Einheiten untersucht. Er befasst sich mit den wichtigsten Aspekten, die f\u00fcr die erfolgreiche Einf\u00fchrung und den Einsatz dieser Plattformen in der datengesteuerten Infrastruktur eines Geb\u00e4udes erforderlich sind. <\/p><p>Dazu geh\u00f6ren Aspekte, die sich auf die digitale Bereitschaft eines Geb\u00e4udes, die Beschaffung und den Einsatz von Plattformen beziehen.<\/p><div class=\"yellow-btn\"><a href=\"https:\/\/annex81.iea-ebc.org\/Data\/publications\/A%20Guide%20on%20Data%20Platforms%20for%20Data-Driven%20Smart%20Buildings.pdf\" target=\"_blank\" rel=\"noopener\">Download PDF<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8773099 e-flex e-con-boxed e-con e-parent\" data-id=\"8773099\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21a8bd6 elementor-widget elementor-widget-heading\" data-id=\"21a8bd6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Datenbank f\u00fcr Geb\u00e4udeforschung<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b1881fe e-flex e-con-boxed e-con e-parent\" data-id=\"b1881fe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-dda0923 e-con-full e-flex e-con e-child\" data-id=\"dda0923\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-294eb55 elementor-widget elementor-widget-image-gallery\" data-id=\"294eb55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-1' class='gallery galleryid-9856 gallery-columns-2 gallery-size-large'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon portrait'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"294eb55\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ2NCwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9CaWxkMS5wbmciLCJzbGlkZXNob3ciOiIyOTRlYjU1In0%3D\" href='https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild1.png'><img loading=\"lazy\" decoding=\"async\" width=\"534\" height=\"597\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild1.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild1.png 534w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild1-268x300.png 268w\" sizes=\"(max-width: 534px) 100vw, 534px\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"294eb55\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ2NiwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9CaWxkMi5wbmciLCJzbGlkZXNob3ciOiIyOTRlYjU1In0%3D\" href='https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild2.png'><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"514\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild2.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild2.png 520w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild2-300x297.png 300w\" sizes=\"(max-width: 520px) 100vw, 520px\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"294eb55\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ2OCwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9CaWxkMy5wbmciLCJzbGlkZXNob3ciOiIyOTRlYjU1In0%3D\" href='https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild3.png'><img loading=\"lazy\" decoding=\"async\" width=\"321\" height=\"226\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild3.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild3.png 321w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild3-300x211.png 300w\" sizes=\"(max-width: 321px) 100vw, 321px\" \/><\/a>\n\t\t\t<\/div><\/figure>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a6ca4bc e-con-full e-flex e-con e-child\" data-id=\"a6ca4bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-301d381 elementor-widget elementor-widget-text-editor\" data-id=\"301d381\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Es wurde eine Datenbank f\u00fcr Geb\u00e4udedaten eingerichtet. Dort ist eine Reihe von Datens\u00e4tzen verf\u00fcgbar, die f\u00fcr die Entwicklung von Geb\u00e4udedienstleistungen verwendet werden k\u00f6nnen. Es ist auch m\u00f6glich, eigene Datens\u00e4tze hochzuladen.  <\/p><div class=\"yellow-btn\"><a href=\"https:\/\/buds-lab-building-data-directory-meta-directory-s0imdd.streamlit.app\/\" target=\"_blank\" rel=\"noopener\">Link zur Datenbank<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0f68a20 e-flex e-con-boxed e-con e-parent\" data-id=\"0f68a20\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a8748f1 elementor-widget elementor-widget-heading\" data-id=\"a8748f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">A Data Sharing Guideline for Buildings and HVAC Systems<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cee8145 e-flex e-con-boxed e-con e-parent\" data-id=\"cee8145\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6f6e77d e-con-full e-flex e-con e-child\" data-id=\"6f6e77d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-905d3e6 elementor-widget elementor-widget-image\" data-id=\"905d3e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Activity-A1-A-Data-Sharing-Guideline-for-Buildings-and-HVAC-Systems-final2-01.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Annex 81\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ3MCwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9JRUEtQW5uZXgtODEtQWN0aXZpdHktQTEtQS1EYXRhLVNoYXJpbmctR3VpZGVsaW5lLWZvci1CdWlsZGluZ3MtYW5kLUhWQUMtU3lzdGVtcy1maW5hbDItMDEuanBnIn0%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"212\" height=\"300\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Activity-A1-A-Data-Sharing-Guideline-for-Buildings-and-HVAC-Systems-final2-01-212x300.jpg\" class=\"attachment-medium size-medium wp-image-7470\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Activity-A1-A-Data-Sharing-Guideline-for-Buildings-and-HVAC-Systems-final2-01-212x300.jpg 212w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Activity-A1-A-Data-Sharing-Guideline-for-Buildings-and-HVAC-Systems-final2-01-724x1024.jpg 724w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Activity-A1-A-Data-Sharing-Guideline-for-Buildings-and-HVAC-Systems-final2-01-768x1086.jpg 768w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Activity-A1-A-Data-Sharing-Guideline-for-Buildings-and-HVAC-Systems-final2-01-1087x1536.jpg 1087w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Activity-A1-A-Data-Sharing-Guideline-for-Buildings-and-HVAC-Systems-final2-01.jpg 1240w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Annex 81<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8bba88e e-con-full e-flex e-con e-child\" data-id=\"8bba88e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a71a8f7 elementor-widget elementor-widget-text-editor\" data-id=\"a71a8f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Die Vorteile der Digitalisierung h\u00e4ngen davon ab, dass der Zugang zu relevanten Daten kosteneffizient, vertrauensw\u00fcrdig und flexibel ist und mit den Verpflichtungen zur Wahrung der Privatsph\u00e4re und der gewerblichen Rechte in Einklang steht.<\/p><p>Unter Anwendung der FAIR-Datengrunds\u00e4tze werden in diesem Leitfaden Konzepte und Begriffe er\u00f6rtert, die f\u00fcr die Datenqualit\u00e4t, das Datenmanagement und die Datenverwaltung von Bedeutung sind. Er soll Geb\u00e4udeeigent\u00fcmern und politischen Entscheidungstr\u00e4gern dabei helfen, einen besseren Zugang zu und eine bessere Kontrolle \u00fcber ihre Daten zu erlangen, um M\u00e4rkte zu erschlie\u00dfen und wettbewerbsf\u00e4hige intelligente Geb\u00e4udedienste zu beziehen. <\/p><div class=\"yellow-btn\"><a href=\"https:\/\/annex81.iea-ebc.org\/Data\/publications\/IEA%20Annex%2081%20Activity%20A1%20-%20A%20Data%20Sharing%20Guideline%20for%20Buildings%20and%20HVAC%20Systems%20(final)2.pdf\" target=\"_blank\" rel=\"noopener\">Download PDF<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1e21078 e-flex e-con-boxed e-con e-parent\" data-id=\"1e21078\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54a9ee7 elementor-widget elementor-widget-heading\" data-id=\"54a9ee7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Survey of metadata schemas for data-driven smart buildings<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-63ada5e e-flex e-con-boxed e-con e-parent\" data-id=\"63ada5e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d382b8d e-con-full e-flex e-con e-child\" data-id=\"d382b8d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1960475 elementor-widget elementor-widget-image\" data-id=\"1960475\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Survey-of-Metadata-Schemas-01.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Annex 81\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ3MiwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9JRUEtQW5uZXgtODEtU3VydmV5LW9mLU1ldGFkYXRhLVNjaGVtYXMtMDEuanBnIn0%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"212\" height=\"300\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Survey-of-Metadata-Schemas-01-212x300.jpg\" class=\"attachment-medium size-medium wp-image-7472\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Survey-of-Metadata-Schemas-01-212x300.jpg 212w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Survey-of-Metadata-Schemas-01-724x1024.jpg 724w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Survey-of-Metadata-Schemas-01-768x1086.jpg 768w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Survey-of-Metadata-Schemas-01-1087x1536.jpg 1087w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/IEA-Annex-81-Survey-of-Metadata-Schemas-01.jpg 1240w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Annex 81<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8a58f88 e-con-full e-flex e-con e-child\" data-id=\"8a58f88\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-96c3920 elementor-widget elementor-widget-text-editor\" data-id=\"96c3920\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Es wird eine \u00dcbersicht \u00fcber Metadatenschemata f\u00fcr datengesteuerte Geb\u00e4ude vorgestellt. Ziel dieses Dokuments ist es, einen Einblick und Klarheit in die Gesamtstruktur sowie in die Kompromisse und Argumente zu geben, die hinter jedem der wichtigsten Metadatenschemata f\u00fcr datengesteuerte intelligente Geb\u00e4ude stehen. Dazu geh\u00f6rt auch der Kontext, wie diese Metadatenschemata in der Praxis angewendet werden.  <\/p><p>Die Zielgruppe dieses Papiers sind Geb\u00e4udeeigent\u00fcmer, Auftraggeber, Systemintegratoren und Softwareentwickler, die sich in einer Entscheidungsposition befinden, wenn es darum geht, einen Metadatenstandard f\u00fcr die Analyse zu w\u00e4hlen oder zu fordern.<\/p><div class=\"yellow-btn\"><a href=\"https:\/\/annex81.iea-ebc.org\/Data\/publications\/Survey%20of%20meta-data%20schemas%20(final)1.pdf\" target=\"_blank\" rel=\"noopener\">Download PDF<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e4820e7 e-flex e-con-boxed e-con e-parent\" data-id=\"e4820e7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-24f5813 elementor-widget elementor-widget-heading\" data-id=\"24f5813\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">LBNL Fault Detection and Diagnostics Data Sets<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9dd780b e-flex e-con-boxed e-con e-parent\" data-id=\"9dd780b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a72029a e-con-full e-flex e-con e-child\" data-id=\"a72029a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e906dda elementor-widget elementor-widget-image\" data-id=\"e906dda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild4.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 U.S. DOE \/ Berkeley Lab\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ3NiwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9CaWxkNC5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"589\" height=\"351\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild4.png\" class=\"attachment-large size-large wp-image-7476\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild4.png 589w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild4-300x179.png 300w\" sizes=\"(max-width: 589px) 100vw, 589px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 U.S. DOE \/ Berkeley Lab<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3001fef e-con-full e-flex e-con e-child\" data-id=\"3001fef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4272813 elementor-widget elementor-widget-text-editor\" data-id=\"4272813\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Das DOE und das Berkeley Lab aus den USA haben sich und mit internationalen Forschungsinstitutionen zusammengetan, um den weltweit gr\u00f6\u00dften Satz von gekennzeichneten Zeitseriendaten zu sammeln, zu validieren und zu ver\u00f6ffentlichen, die kommerzielle HLK-Systeme in fehlerhaftem und fehlerfreiem Zustand darstellen.<\/p><p>Die Datens\u00e4tze umfassen derzeit Dachger\u00e4te, Einkanal-L\u00fcftungsger\u00e4te, Zweikanal-L\u00fcftungsger\u00e4te, Boxen mit variablem Luftvolumen, Gebl\u00e4sekonvektoren, K\u00fchlanlagen und Kesselanlagen. Jeder Datensatz enth\u00e4lt zwischen 20 und mehr als 100 Datenpunkte, die in modernen Geb\u00e4uden \u00fcblicherweise \u00fcberwacht werden. Diese Betriebsdaten werden mit Ground-Truth-Informationen gepaart, die angeben, welche Fehler in welchen Zeitr\u00e4umen auftreten.  <\/p><div class=\"yellow-btn\"><a href=\"https:\/\/faultdetection.lbl.gov\/\" target=\"_blank\" rel=\"noopener\">Webseite<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5f760d3 e-flex e-con-boxed e-con e-parent\" data-id=\"5f760d3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8c41386 elementor-widget elementor-widget-heading\" data-id=\"8c41386\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">A review of data-driven fault detection and diagnostics for building HVAC systems<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3473f63 e-flex e-con-boxed e-con e-parent\" data-id=\"3473f63\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-36044a4 e-con-full e-flex e-con e-child\" data-id=\"36044a4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-093fd61 elementor-widget elementor-widget-image\" data-id=\"093fd61\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild5.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Applied Energy\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ3OCwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9CaWxkNS5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"284\" height=\"300\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild5-284x300.png\" class=\"attachment-medium size-medium wp-image-7478\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild5-284x300.png 284w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild5.png 372w\" sizes=\"(max-width: 284px) 100vw, 284px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Applied Energy<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-434cacf e-con-full e-flex e-con e-child\" data-id=\"434cacf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4d63ff elementor-widget elementor-widget-text-editor\" data-id=\"b4d63ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In diesem Journal Paper werden zun\u00e4chst in der Literatur beschriebene datengesteuerte Methoden er\u00f6rtert, die in jedem Schritt eines FDD-Prozesses eingesetzt werden. Anschlie\u00dfend werden die Anwendungen datengesteuerter FDD in verschiedenen HLK-Systemen\/Komponenten und die \u00fcblicherweise f\u00fcr die FDD-Entwicklung verwendeten Datenquellen besprochen, gefolgt von einer Zusammenfassung typischer Metriken zur Bewertung von FDD-Methoden. Abschlie\u00dfend kommt diese Literatur\u00fcbersicht zu dem Schluss, dass datengesteuerte FDD-Methoden trotz der vielversprechenden Leistungen, \u00fcber die in der Literatur berichtet wird, immer noch mit vielen Herausforderungen konfrontiert sind, z. B. Einsatz in realen Geb\u00e4uden, Leistungsbewertung und Benchmarking, Skalierbarkeit und \u00dcbertragbarkeit, Interpretierbarkeit, Cybersicherheit und Datenschutz, Benutzererfahrung usw. Die Bew\u00e4ltigung dieser Herausforderungen ist entscheidend f\u00fcr eine breite Einf\u00fchrung von datengesteuerter FDD in der Praxis.  <\/p><p>Zhelun Chen, Zheng O\u2019Neill, Jin Wen, Ojas Pradhan, Tao Yang, Xing Lu, Guanjing Lin, Shohei Miyata, Seungjae Lee, Chou Shen, Roberto Chiosa, Marco Savino Piscitelli, Alfonso Capozzoli, Franz Hengel, Alexander K\u00fchrer, Marco Pritoni, Wei Liu, John Clau\u00df, Yimin Chen, Terry Herr,<\/p><div class=\"yellow-btn\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S030626192300394X?via%3Dihub\" target=\"_blank\" rel=\"noopener\">Publication Webseite<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3bab71e e-flex e-con-boxed e-con e-parent\" data-id=\"3bab71e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b5c7799 elementor-widget elementor-widget-heading\" data-id=\"b5c7799\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data-driven key performance indicators and datasets for building energy flexibility: A review and perspectives<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5ac7206 e-flex e-con-boxed e-con e-parent\" data-id=\"5ac7206\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0da6c2e e-con-full e-flex e-con e-child\" data-id=\"0da6c2e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-624afa6 elementor-widget elementor-widget-image\" data-id=\"624afa6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild6.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Applied Energy\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ4MCwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9CaWxkNi5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"276\" height=\"300\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild6-276x300.png\" class=\"attachment-medium size-medium wp-image-7480\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild6-276x300.png 276w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Bild6.png 430w\" sizes=\"(max-width: 276px) 100vw, 276px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Applied Energy<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0ba986c e-con-full e-flex e-con e-child\" data-id=\"0ba986c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-620a561 elementor-widget elementor-widget-text-editor\" data-id=\"620a561\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Dieses Journal Paper bietet einen ganzheitlichen \u00dcberblick \u00fcber (1) datengesteuerte Energieflexibilit\u00e4ts-Kennzahlen (KPIs) f\u00fcr Geb\u00e4ude in der Betriebsphase und (2) offene Datens\u00e4tze, die f\u00fcr die Pr\u00fcfung von Energieflexibilit\u00e4ts-KPIs verwendet werden k\u00f6nnen. Die \u00dcbersicht identifiziert insgesamt 48 datengesteuerte Energieflexibilit\u00e4ts-KPIs aus 87 aktuellen und relevanten Ver\u00f6ffentlichungen. <\/p><p>Han Li, Hicham Johra, Flavia de Andrade Pereira, Tianzhen Hong, J\u00e9r\u00f4me Le Dr\u00e9au, Anthony Maturo, Mingjun Wei, Yapan Liu, Ali Saberi-Derakhtenjani, Zoltan Nagy, Anna Marszal-Pomianowska, Donal Finn, Shohei Miyata, Kathryn Kaspar, Kingsley Nweye, Zheng O&#8217;Neill, Fabiano Pallonetto, Bing Dong<\/p><div class=\"yellow-btn\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0306261923005810?via%3Dihub\" target=\"_blank\" rel=\"noopener\">Publication Webseite<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0e5d59f e-flex e-con-boxed e-con e-parent\" data-id=\"0e5d59f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4fd5eea elementor-widget elementor-widget-heading\" data-id=\"4fd5eea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Fallstudien<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb4ff17 e-flex e-con-boxed e-con e-parent\" data-id=\"eb4ff17\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d99642a e-con-full e-flex e-con e-child\" data-id=\"d99642a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a405532 elementor-widget elementor-widget-image\" data-id=\"a405532\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Screenshot-2025-06-02-095540.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"\u00a9 Data-Driven Smart Buildings\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzQ4NCwidXJsIjoiaHR0cHM6XC9cL3d3dy5hZWUtaW50ZWMuYXRcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjVcLzA2XC9TY3JlZW5zaG90LTIwMjUtMDYtMDItMDk1NTQwLnBuZyJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"329\" src=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Screenshot-2025-06-02-095540-1024x421.png\" class=\"attachment-large size-large wp-image-7484\" alt=\"\" srcset=\"https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Screenshot-2025-06-02-095540-1024x421.png 1024w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Screenshot-2025-06-02-095540-300x123.png 300w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Screenshot-2025-06-02-095540-768x316.png 768w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Screenshot-2025-06-02-095540-1536x632.png 1536w, https:\/\/www.aee-intec.at\/wp-content\/uploads\/2025\/06\/Screenshot-2025-06-02-095540.png 1808w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 Data-Driven Smart Buildings<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-291ed8a e-con-full e-flex e-con e-child\" data-id=\"291ed8a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d01ed8b elementor-widget elementor-widget-text-editor\" data-id=\"d01ed8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Die im Annex 81 gesammelten Fallstudien wurden auf einer eigenen Website zur Verf\u00fcgung gestellt. Dort k\u00f6nnen die Fallstudien nach verschiedenen Kriterien wie Weltregion, verwendete Technologie oder Typ des Geb\u00e4udes gefiltert werden. F\u00fcr jede Fallstudie kann ein Informationsblatt heruntergeladen werden. Bei manchen Fallstudien sind auch Messdaten verf\u00fcgbar.   <\/p><div class=\"yellow-btn\"><a href=\"https:\/\/datasmartbuildings.org\/\" target=\"_blank\" rel=\"noopener\">Fallstudien<\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Annex 81 Endbericht \u00a9 Annex 81 Die IEA-EBC-Initiative Annex 81 \u201eData-Driven Smart Buildings\u201c untersuchte, wie die Digitalisierung zur Verbesserung der Energieeffizienz von Nichtwohngeb\u00e4uden genutzt werden kann. Dabei wurden sowohl auf (i) Datenanalyse und Softwareanwendungen f\u00fcr k\u00fcnstliche Intelligenz (zur Verbesserung der Energieeffizienz) als auch auf (ii) die digitale (IT-)Infrastruktur, die zur Unterst\u00fctzung dieser Softwareanwendungen erforderlich ist, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-9856","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Annex 81 Deliverables - AEE INTEC<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.aee-intec.at\/en\/annex-81-deliverables\/\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.aee-intec.at\\\/en\\\/annex-81-deliverables\\\/\",\"url\":\"https:\\\/\\\/www.aee-intec.at\\\/en\\\/annex-81-deliverables\\\/\",\"name\":\"Annex 81 Deliverables - 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