Ivan Korolija
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View article: Implications of window opening assumptions in English overheating regulation on assessing residential heat resilience under uncertain climate
Implications of window opening assumptions in English overheating regulation on assessing residential heat resilience under uncertain climate Open
View article: Health impact and building performance coupling: a virtual testbed for health-centric building system operation
Health impact and building performance coupling: a virtual testbed for health-centric building system operation Open
View article: The potential of live data streams in a building’s digital twin to impact its energy consumption
The potential of live data streams in a building’s digital twin to impact its energy consumption Open
View article: MuFlex: A Scalable, Physics-based Platform for Multi-Building Flexibility Analysis and Coordination
MuFlex: A Scalable, Physics-based Platform for Multi-Building Flexibility Analysis and Coordination Open
With the increasing penetration of renewable generation on the power grid, maintaining system balance requires coordinated demand flexibility from aggregations of buildings. Reinforcement learning (RL) has been widely explored for building…
View article: HVAC-informed Thermal Zoning for BIM2BEM Transformation
HVAC-informed Thermal Zoning for BIM2BEM Transformation Open
View article: BIM-based semantic enrichment and knowledge graph generation via geometric relation checking
BIM-based semantic enrichment and knowledge graph generation via geometric relation checking Open
View article: Optimising building stock retrofits for urban-scale action planning: improving the feasibility without losing information
Optimising building stock retrofits for urban-scale action planning: improving the feasibility without losing information Open
View article: Performance analysis of heat recovery in CO2 refrigeration systems for heating electrification in supermarkets
Performance analysis of heat recovery in CO2 refrigeration systems for heating electrification in supermarkets Open
View article: Investigating building stock energy and occupancy modelling approaches for district-level heating and cooling energy demands estimation in a university campus
Investigating building stock energy and occupancy modelling approaches for district-level heating and cooling energy demands estimation in a university campus Open
View article: Coordinated Optimization of Carbon-Electricity-Gas Trading in Multi-Vector Energy Systems across Buildings
Coordinated Optimization of Carbon-Electricity-Gas Trading in Multi-Vector Energy Systems across Buildings Open
High building power demand contributes significantly to carbon emissions and places considerable stress on power grid energy supply. While control and optimization methods in buildings can effectively reduce energy consumption and reshape …
View article: Ifc-to-Brick: Scalable Discovery of Smart Building Metadata in Design-Stage Models
Ifc-to-Brick: Scalable Discovery of Smart Building Metadata in Design-Stage Models Open
View article: Coordinated Optimization of Carbon-Electricity-Gas Trading in Multi-Vector Energy Systems across Buildings
Coordinated Optimization of Carbon-Electricity-Gas Trading in Multi-Vector Energy Systems across Buildings Open
High building power demand contributes significantly to carbon emissions and places considerable stress on power grid energy supply. While control and optimization methods in buildings can effectively reduce energy consumption and reshape …
View article: Muflex: A Scalable, Physics-Based Platform for Multi-Building Flexibility Analysis and Coordination
Muflex: A Scalable, Physics-Based Platform for Multi-Building Flexibility Analysis and Coordination Open
View article: Muflex: A Scalable, Physics-Based Platform for Multi-Building Flexibility Analysis and Coordination
Muflex: A Scalable, Physics-Based Platform for Multi-Building Flexibility Analysis and Coordination Open
View article: Energy Behavioural Diversity In UK Purpose-built Student Accommodation
Energy Behavioural Diversity In UK Purpose-built Student Accommodation Open
View article: Percentage-based thermal zoning approach for enhanced stock-level building energy performance modelling
Percentage-based thermal zoning approach for enhanced stock-level building energy performance modelling Open
View article: A knowledge graph-based framework to automate the generation of building energy models using geometric relation checking and HVAC topology establishment
A knowledge graph-based framework to automate the generation of building energy models using geometric relation checking and HVAC topology establishment Open
View article: Review of Digital Twins–enabled applications for demand response
Review of Digital Twins–enabled applications for demand response Open
Digital Twins (DT), as one of the emerging trends in digitalisation, have attracted a large amount of research in the past few years due to its ability to provide more accurate models and better predictions for various energy-related appli…
View article: High-fidelity model development of CO2 booster refrigeration systems in supermarkets using field measurements
High-fidelity model development of CO2 booster refrigeration systems in supermarkets using field measurements Open
View article: Review of non-domestic building stock modelling studies under socio-technical system framework
Review of non-domestic building stock modelling studies under socio-technical system framework Open
The construction industry contributes to approximately 30% of global energy consumption and carbon dioxide emissions, necessitating urgent measures to mitigate carbon emissions and address climate problems. This study focuses on the undere…
View article: Automatic HVAC Topology Generation Using BIM Geometry Checking and Knowledge Graph Technologies
Automatic HVAC Topology Generation Using BIM Geometry Checking and Knowledge Graph Technologies Open
Developing digital twins of buildings can enhance the design process and streamline operational management. This study presents an automated framework designed to establish HVAC topologies of buildings using IFC-BIM data inputs. It achieve…
View article: School building-stock climate resilience: evaluating London’s school stock overheating performance
School building-stock climate resilience: evaluating London’s school stock overheating performance Open
View article: Reinforcement learning in building controls: A comparative study of algorithms considering model availability and policy representation
Reinforcement learning in building controls: A comparative study of algorithms considering model availability and policy representation Open
Reinforcement Learning (RL) has presented considerable potential as an advanced control technique in building controls to enable buildings operating more energy-efficient. As various types of RL algorithms have been studied on their perfor…
View article: Characterisation of hotel stock for climate change mitigation in England and Wales
Characterisation of hotel stock for climate change mitigation in England and Wales Open
The hotel sector, which accounts for 1% of global carbon emissions, remains an under-researched sector of the non-domestic building stock.This study focuses on the characterisation of the hotel stock in England and Wales, targeting the dat…
View article: The Real World is Messy: Developing a More Granular Approach to Representing Complex Neighbourhoods in Urban Scale Building Energy Models
The Real World is Messy: Developing a More Granular Approach to Representing Complex Neighbourhoods in Urban Scale Building Energy Models Open
View article: Investigating Building Stock Energy and Occupancy Modelling Approaches for District-Level Heating and Cooling Energy Demands Estimation
Investigating Building Stock Energy and Occupancy Modelling Approaches for District-Level Heating and Cooling Energy Demands Estimation Open
View article: Quantifying overheating risk in English schools: A spatially coherent climate risk assessment
Quantifying overheating risk in English schools: A spatially coherent climate risk assessment Open
Climate adaptation decision making can be informed by a quantification of current and future climate risk. This is important for understanding which populations and/or infrastructures are most at risk in order to prioritise adaptation acti…
View article: Development of a Climate Classification System for the Application of Passive Design Strategies Across the Globe Using Building Performance Data
Development of a Climate Classification System for the Application of Passive Design Strategies Across the Globe Using Building Performance Data Open
View article: Unintended consequences of English school stock energy-efficient retrofit on cognitive performance of children under climate change
Unintended consequences of English school stock energy-efficient retrofit on cognitive performance of children under climate change Open
School building stock retrofit forms a key part of UK's commitment to net-zero carbon target by 2050. However, with a changing climate, the retrofit of school buildings may have unintended consequences on indoor thermal environments and co…
View article: SeeQ: A Programming Model for Portable Data-Driven Building Applications
SeeQ: A Programming Model for Portable Data-Driven Building Applications Open
This paper introduces SeeQ, a programming model and an abstraction framework that facilitates the development of portable data-driven building applications. Data-driven approaches can provide insights into building operations and guide dec…