{"id":1555,"date":"2026-02-19T10:07:18","date_gmt":"2026-02-19T10:07:18","guid":{"rendered":"https:\/\/hria.utcluj.ro\/?page_id=1555"},"modified":"2026-02-19T10:07:36","modified_gmt":"2026-02-19T10:07:36","slug":"echipe-aplicatii-inteligente-in-orase-si-mediu","status":"publish","type":"page","link":"https:\/\/hria.utcluj.ro\/en\/echipe-aplicatii-inteligente-in-orase-si-mediu\/","title":{"rendered":"Echipe-Aplica\u021bii inteligente \u00een ora\u0219e \u0219i mediu"},"content":{"rendered":"
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Smart Applications in Cities and Environment<\/h2>\n<\/div>\n<\/div>\n\n\n\n
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Prof. Dr. Eng.
Tudor Cioar\u0103<\/h3>\n\n\n\n

Team Leader<\/p>\n<\/div>\n\n\n\n

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Assist. Dr. Eng.
Dan Mitrea<\/h3>\n\n\n\n

Junior expert<\/p>\n<\/div>\n\n\n\n

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Assist. Eng.
Gabriel Antonesi<\/h3>\n\n\n\n

Junior expert<\/p>\n<\/div>\n\n\n\n

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Assist. Eng.
Liana Toderean<\/h3>\n\n\n\n

Junior expert<\/p>\n<\/div>\n<\/div>\n\n\n\n

AI techniques for energy optimization of buildings integrated into smart cities and interoperability with Data Spaces (T7)<\/strong><\/strong><\/mark><\/strong><\/p>\n\n\n\n

Research challenges \/ Novelty \/ Innovation<\/strong>
\n\u2022 Development of AI techniques to predict electricity consumption and production of buildings
\n\u2022 Development of AI techniques for the coordination and optimal aggregation of flexibility
\n\u2022 Design of a demonstrator for efficient energy management of buildings in a smart city
\n\u2022 Development of prediction and aggregation services
\n\u2022 Testing and validation in a pilot<\/p>\n\n\n\n

Research results:<\/strong>
\n\u2022 Reduction of prediction error compared to current methods
\n\u2022 Increase in the amount of flexible energy used by buildings
\n\u2022 Increase in the utilization rate of green energy (if available)
\n\u2022 Reduction of buildings\u2019 carbon footprint<\/p>\n\n\n\n

Inovation:<\/strong>
\n\u2022 Development of advanced AI models (LLM, Transformer, and RL) for predicting energy consumption and production, and for aggregation
\n\u2022 The demonstrator can be replicated and extended at national and international level, facilitating the transition to sustainable smart cities.
\n\u2022 Energy Data Spaces ensure secure and interoperable data exchange, enabling near real-time coordination of flexibility.
\n\u2022 Pilot (TRL 6)<\/strong><\/p>","protected":false},"excerpt":{"rendered":"

Aplica\u021bii inteligente \u00een ora\u0219e \u0219i mediu Prof. dr. ing. Tudor Cioar\u0103 Team Leader As. dr. ing. Dan Mitrea Expert junior As. drd. ing. Gabriel Antonesi Expert junior As. drd. ing. Liana Toderean Expert junior Tehnici AI pentru optimizarea energetic\u0103 a cl\u0103dirilor integrate \u00een ora\u0219e inteligente si interoperabilitate cu Data Spaces (T7) Provoc\u0103ri \u00een cercetare \/… <\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"on","_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-1555","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/pages\/1555","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/comments?post=1555"}],"version-history":[{"count":6,"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/pages\/1555\/revisions"}],"predecessor-version":[{"id":1569,"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/pages\/1555\/revisions\/1569"}],"wp:attachment":[{"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/media?parent=1555"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}