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 Performance Assessment
- Building simulation
- Building solar energy potential
- building stocks
- CFD model
- CityGML
- CitySim
- CitySim Pro
- climate change
- control
- Cool coating materials
- 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
- digital twins
- District energy systems
- district heating
- district heating networks
- Dynamic Performance Assessment
- dynamic simulations
- electric lighting
- Electrochromic window
- Embedded photometric device
- Embedded photometric system
- energy
- energy balance
- energy modelling
- Energy Performance of Building Framework
- Energy planning
- energy simulation
- energy-hub
- engineering model
- FPGA
- global sensitivity analysis
- gradient boosting
- Graph Neural Networks
- Green city
- grey-box RC models
- HDR imaging
- health
- heat distribution
- Heat grids
- HVAC control
- Integrated Lighting Controls
- large-scale building facilities
- Level of Detail
- load match
- machine learning
- model predictive control (MPC)
- 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
- optimization
- parameter screening
- Pedestrian thermal comfort
- PMV
- pydhn
- Q-learning
- RADIANCE
- Real-time lighting simulation
- reinforcement learning
- residential buildings
- REST API
- sensitivity analysis
- Simulation
- Simulation tools
- Smart cities
- Smart grid
- Sobol’ indices
- Sobol’ method
- solar energy in cities
- space heating
- subsidization strategies
- Surrogate modeling
- surrogate models
- Sustainability
- sustainable urban planning
- Temporal and spatial resolution
- Thermal comfort
- thermal networks
- urban building energy modeling
- urban context
- urban energy modeling
- Urban heat environment
- urban morphology
- urban scale energy modeling
- urban simulation
- user experiment
- Visual comfort
- visual impact
- Zero Energy Building
- Zero Energy District
- Zero Power Building
- Zero Power District
- Zero-emission Building
Publications of Jérôme Kämpf sorted by journal and type
| 1 | 2 |
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
| Automated Daylighting Control System based on Sky Luminance Monitoring and Lighting Computing, , and , EPFL, 2019 |
[DOI] |
| 1 | 2 |