Keywords:
- 3D City Models
- Adaptive thermal comfort
- architecture
- Artificial intelligence
- ASHRAE database
- Automated Venetian blinds
- Automatic control
- Bayesian calibration
- benchmarks
- BIPV
- building archetypes
- building energy retrofitting
- Building simulation
- Building solar energy potential
- building stocks
- CityGML
- CitySim
- climate change
- data-driven
- Data-driven model
- Daylight Ecosystem services
- daylighting
- daylighting and electric lighting
- daylighting and electric lighting controls
- Daylighting control
- Decentralized system
- Decision Tree Learning
- deep learning
- destest
- District energy systems
- district heating
- district heating networks
- dynamic simulations
- electric lighting
- Electrochromic window
- Embedded photometric device
- Embedded photometric system
- energy
- energy balance
- energy modelling
- Energy planning
- energy simulation
- energy-hub
- engineering model
- FPGA
- global sensitivity analysis
- gradient boosting
- Green city
- HDR imaging
- health
- Heat grids
- HVAC control
- Integrated Lighting Controls
- Level of Detail
- load match
- machine learning
- Model Predictive Control (MPC)Blinds and electric lighting automated controlsDaylight and electric lighting predictive modelsControlled user experiment
- multi-objective optimization
- multi-scale
- Nature-based solutions
- Open-source software
- parameter screening
- PMV
- pydhn
- Q-learning
- RADIANCE
- Real-time lighting simulation
- reinforcement learning
- residential buildings
- REST API
- sensitivity analysis
- Simulation tools
- Smart cities
- Smart grid
- Sobol’ indices
- Sobol’ method
- solar energy in cities
- space heating
- subsidization strategies
- surrogate models
- Sustainability
- sustainable urban planning
- Temporal and spatial resolution
- Thermal comfort
- urban building energy modeling
- urban context
- urban energy modeling
- urban morphology
- urban scale energy modeling
- urban simulation
- user experiment
- Visual comfort
- visual impact
- Zero Energy Building Zero Power Building Zero-emission Building Zero Energy District Zero Power District Energy Performance of Building Framework Building Performance Assessment Dynamic Performance Assessment
Publications of Jérôme Kämpf sorted by journal and type
Publications of type Idiap-RR
2023
| Idiap Scientific Report 2022, , , , , , , , , , , , , , , , , and , Idiap-RR-05-2023 |
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Applied Energy
| A solar-based sustainable urban design: The effects of city-scale street-canyon geometry on solar access in Geneva, Switzerland, , , , , and , in: Applied Energy, 240:173-190, 2019 |
[DOI] |
| Automated Eye-sight Venetian blinds based on an embedded photometric device with real-time daylighting computing, , and , in: Applied Energy, 252, 2019 |
[DOI] [URL] |
Building and Environment
| Split-pane electrochromic window control based on an embedded photometric device with real-time daylighting computing, , , , and , in: Building and Environment, 2019 |
[DOI] |
Building Simulation
| Ranking parameters in urban energy models for various building forms and climates using sensitivity analysis, , , and , in: Building Simulation, 2022 |
[DOI] |
Energies
| Assessment of Subsidization Strategies for Multi-Objective Optimization of Energy Efficiency Measures for Building Renovation at District Scale, , , , and , in: Energies, 16(15), 2023 |
[DOI] |
Energy
| Verification of an open-source Python library for the simulation of district heating networks with complex topologies, and , in: Energy, 2023 |
[DOI] [URL] |
Energy and Buildings
| How spatio-temporal resolution impacts urban energy calibration, , , , , and , in: Energy and Buildings, 292(113175), 2023 |
[DOI] [URL] |
| Saving energy by maximising daylight and minimising the impact on occupants: an automatic lighting system approach, , , , , , , and , in: Energy and Buildings, 2022 |
[DOI] |
Energy Procedia
| Daylighting simulation for external Venetian blinds based on HDR sky luminance monitoring with matrix algebraic approach, , and , in: Energy Procedia, 158:2677-2682, 2019 |
[DOI] |
Journal of Urban Management
| Why daylight should be a priority for urban planning, , , , , , , , , , , , , and , in: Journal of Urban Management, 2024 |
[DOI] [URL] |
Solar Energy
| Performance assessment of the BTDF data compression based on wavelet transforms in daylighting simulation, , and , in: Solar Energy, 2019 |
[DOI] |
Solar Energy Advances
| Integrating daylight with general and task lighting: A longitudinal in-the-wild study in individual and open space working areas, , , , , , and , in: Solar Energy Advances, 2, 2022 |
[DOI] [URL] |
Sustainability
| Application of Urban Scale Energy Modelling and Multi-Objective Optimization Techniques for Building Energy Renovation at District Scale, , , and , in: Sustainability, 13(20), 2021 |
[DOI] [URL] |
| Evaluation of Urban Scale Building Energy-Use Models and Tools – Application for the City of Fribourg, Switzerland, , , and , in: Sustainability, 13(7), 2021 |
[DOI] [URL] |
Sustainable Cities and Society
| From Zero Energy to Zero Power Buildings: a new paradigm for a sustainable transition of the building stock, , and , in: Sustainable Cities and Society, 2023 |
[DOI] [URL] |
| Designing and assessing solar energy neighborhoods from visual impact, , , , , and , in: Sustainable Cities and Society, 2021 |
[DOI] [URL] |
| Fusing TensorFlow with building energy simulation for intelligent energy management in smart cities, , , and , in: Sustainable Cities and Society, 2018 |
[DOI] |
Total Environment Research Themes
| Development and comparison of adaptive data-driven models for thermal comfort assessment and control, , , , , and , in: Total Environment Research Themes, 8, 2023 |
[DOI] [URL] |
Urban Climate
| Parametric study of URBAN morphology on building solar energy potential in Singapore context, , , , and , in: Urban Climate, 33(100624), 2020 |
[DOI] [URL] |
SHC Task 63: Solar Neighborhood Planning, Subtask C: Solar Planning Tools (2022)
| Identification of existing tools and workflows for solar neighborhood planning, , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: SHC Task 63: Solar Neighborhood Planning, Subtask C: Solar Planning Tools, IEA, 2022 |
[DOI] |
Journal of Physics: Conference Series (2023)
| A benchmark for the simulation of meshed district heating networks based on anonymised monitoring data, and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2023 |
[DOI] [URL] |
Proceedings of Building Simulation 2023: 18th Conference of IBPSA (2023)
| A Machine Learning Model for the Prediction of Building Hourly Heating Demand from CityGML Files: Training Workflow and Deployment as an API, , and , in: Proceedings of Building Simulation 2023: 18th Conference of IBPSA, pages 2932 - 2939, 2023 |
[DOI] [URL] |
6th International IEEE Conference AND Workshop in Óbuda on Electrical and Power Engineering (2023)
| Data-driven Urban Building Energy Modeling with Machine Learning in Satom (CH), , and , in: 6th International IEEE Conference AND Workshop in Obuda on Electrical and Power Engineering, 2023 |
Journal of Physics: Conference Series (2023)
| Energy assessment of a district by integrating solar thermal in district heating network: a dynamic analysis approach, , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2023 |
[DOI] [URL] |
| Enhancing user acceptance in automated systems with human-centric lighting: the role of visual comfort, personality, and preference, , , , , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2023 |
[DOI] [URL] |
| Potential for district heating networks from waste heat: an assessment tool and its application to sewage treatment plants in the Canton of Zurich, and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2023 |
[DOI] [URL] |
Proceedings of Building Simulation 2023: 18th Conference of IBPSA (2023)
| Verification of PyDHN - a Python library for the thermo-hydraulic simulation of district heating networks - through the DESTEST, , and , in: Proceedings of Building Simulation 2023: 18th Conference of IBPSA, IBPSA, IBPSA, 2023 |
[DOI] [URL] |
Proceedings of ISES and IEA SHC International Conference on Solar Energy for Buildings and Industry (2022)
| An exploratory interplay between daylight, general and task lighting for visual comfort and electricity savings in a personal office space, , , , , , and , in: Proceedings of ISES and IEA SHC International Conference on Solar Energy for Buildings and Industry, Kassel, Germany, 2022 |
- (2022)
| DHgeN: Automated Generation of District Heating Network Layouts for Feasibility Studies, and , in: -, 2022 |
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ICREC 2022 Conference Proceedings (2022)
| Towards energy hubs: an innovative Geographic Information System based approach for cluster definition, , , and , in: ICREC 2022 Conference Proceedings, 2022 |
Proceedings of SWC 2021: ISES Solar World Congress (2021)
| A Comparative Study Of Simulation Tools To Model The Solar Irradiation On Building Façades, , , , , , , , , , , , , , , and , in: Proceedings of SWC 2021: ISES Solar World Congress, ISES, 2021 |
[DOI] [URL] |
Journal of Physics: Conference Series (2021)
| A machine-learning model for the prediction of aggregated building heating demand from pan-European land-use maps, , and , in: Journal of Physics: Conference Series, 2021 |
[DOI] |
| District heating network modelling for future integration of solar thermal energy, , , and , in: Journal of Physics: Conference Series, pages 012089, IOP Publishing, 2021 |
[DOI] |
| Implementation of machine learning techniques for the quasi real-time blind and electric lighting optimization in a controlled experimental facility, , , , , and , in: Journal of Physics: Conference Series, IOP Publishing, 2021 |
[DOI] [URL] |
Proceedings of Building Simulation 2021 (2021)
| Machine learning techniques for the daylight and electric lighting performance predictions, , and , in: Proceedings of Building Simulation 2021, 2021 |
Proceedings of the 5th IBPSA-England Conference on Building Simulation and Optimization (Virtual) (2020)
| An Integrated and strategic evaluation of automatic blind controls to achieve energy and occupant's comfort objectives, and , in: Proceedings of the 5th IBPSA-England Conference on Building Simulation and Optimization (Virtual), Loughborough, UK, 2020 |
[URL] |
Journal of Physics: Conference Series (2019)
| A morphological based PV generation and energy consumption predictive model for Singapore neighbourhood, and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
| A smart luminaire in an office environment: impact on light distribution, user interactions and comfort, , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
Proceedings of 4th Building Simulation Applications Conference - BSA 2019 (2019)
| Building energy models with Morphological urban-scale parameters: a case study in Turin, , , , , and , in: Proceedings of 4th Building Simulation Applications Conference - BSA 2019, 2019 |
[URL] |
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (2019)
| CityLearn v1.0: An OpenAI Gym Environment for Demand Response with Deep Reinforcement Learning, , , and , in: Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, New-York, USA, pages 356-357, ACM, 2019 |
[DOI] |
Journal of Physics: Conference Series (2019)
| CO2 experimental measurements towards the development of a predictive framework using user actions in smart buildings, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
| Daylight regulated by automated external Venetian blinds based on HDR sky luminance mapping in winter, , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
| Multi-agent reinforcement learning for adaptive demand response in smart cities, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
| Retrofitting, district heating and energy storage: neighborhood energy planning, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
Proceedings of Building Simulation 2019: 16th Conference of IBPSA (2019)
| The Simulation of Mean Radiant Temperature in Outdoor Conditions: A Review of Architectural Tools Calculation Assumptions, , , and , in: Proceedings of Building Simulation 2019: 16th Conference of IBPSA, 2019 |
Journal of Physics: Conference Series (2019)
| Understanding the performance gap: a machine learning approach on residential buildings in Turin, Italy, , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
Publications of type Phdthesis
2023
| Data-driven urban building energy modeling in Satom (CH): The energy savings potential and use of available renewable energy sources., , and , Politecnico di Torino, 2023 |
[URL] |
2019