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Ekaterina Petrova

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

7

DOWNLOADS

501

TOTAL CITATIONS

2

Scholarly Papers (7)

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1.

A Semantic Approach to Portable Data-Driven Model Predictive Control Systems Design in Smart Buildings

Number of pages: 45 Posted: 06 Mar 2025
Lasitha Chamari, S. Walker, Ekaterina Petrova and Pieter Pauwels
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 115 (617,542)

Abstract:

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Brick Ontology, energy flexibility, Microservices, Resource Description Framework, Semantic Web, Service-Oriented Architecture

2.

Enabling Scalable Mpc Design for Building Hvac Systems Using Semantic Data Modelling

Number of pages: 29 Posted: 25 Jun 2024
Lu Wan, Ferdinand Rossa, Torsten Welfonder, Ekaterina Petrova and Pieter Pauwels
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 100 (694,528)

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Model Predictive Control, Semantic Web, ontologies, Building Information Modelling, control, HVAC

3.

Enabling Reuse of Construction and Demolition Waste with Data Spaces: Potentials and Limitations in the Transition to Circularity

Number of pages: 28 Posted: 03 Oct 2025
Krista van Zandwijk, Alex Donkers, Floor Alkemade, Ekaterina Petrova and Pieter Pauwels
affiliation not provided to SSRN, affiliation not provided to SSRN, Eindhoven University of Technology (TUE), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 78 (844,901)
Citation 1

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Multi-level Perspective, Technological Transitions, Data Space, Circular Economy, Material Reuse, Construction and Demolition Waste

4.

An Ontology-Driven Framework for Digital Transformation and Performance Assessment of Building Materials

Number of pages: 27 Posted: 23 Sep 2024
Julia Katharina Kaltenegger, Kirstine Meyer Frandsen and Ekaterina Petrova
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 64 (924,743)

Abstract:

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Material Information ModellingBuilding Information ModellingMaterial ClassificationSemantic WebOntologies

5.

Energy Demand Optimisation in Pv- and Ev-Integrated Buildings: A Supervisory Controller Based on Mpc

Number of pages: 61 Posted: 01 May 2025
Lasitha Chamari, S. Walker, Ekaterina Petrova and Pieter Pauwels
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 62 (961,006)

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Demand Side Management, Electric Vehicle Charging, Grid Congestion, Microgrid, Model predictive control, Service-Oriented Architecture

6.

Energy demand optimisation in PV- and EV-integrated buildings: A supervisory controller based on MPC

Number of pages: 97 Posted: 04 Oct 2025
Lasitha Chamari, S. Walker, Ekaterina Petrova and Pieter Pauwels
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 47 (1,109,210)
Citation 1

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Demand Side Management, Electric vehicle charging, Grid Congestion, Microgrid, Model predictive control, Service-Oriented Architecture

7.

Multimodal prediction and probabilistic semantic graph-based reasoning for determining material properties in existing buildings

Number of pages: 29 Posted: 18 Apr 2026
Julia Katharina Kaltenegger, Ekaterina Petrova, André Borrmann and Pieter Pauwels
affiliation not provided to SSRN, affiliation not provided to SSRN, Technische Universität München (TUM) and affiliation not provided to SSRN
Downloads 35 (1,399,036)

Abstract:

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Semantic graph enrichment, Multimodal prediction, Probabilistic reasoning, Building materials, Neuro-symbolic AI