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 portfolio energy model calibration
- Building simulation
- Building solar energy potential
- building stocks
- CFD model
- CityGML
- CitySim
- CitySim Pro
- climate change
- CMA-ES/HDE
- 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
- single-building energy model calibration
- 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
- UBEM calibration
- urban building energy modeling
- urban building energy modelling
- 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 first author
| 1 | 2 |
V
| 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] |
| Fusing TensorFlow with building energy simulation for intelligent energy management in smart cities, , , and , in: Sustainable Cities and Society, 2018 |
[DOI] |
| Why daylight should be a priority for urban planning, , , , , , , , , , , , , and , in: Journal of Urban Management, 2024 |
[DOI] [URL] |
V
| Retrofitting, district heating and energy storage: neighborhood energy planning, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
W
| Automated Eye-sight Venetian blinds based on an embedded photometric device with real-time daylighting computing, , and , in: Applied Energy, 252, 2019 |
[DOI] [URL] |
| Automated Daylighting Control System based on Sky Luminance Monitoring and Lighting Computing, , and , EPFL, 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] |
| Performance assessment of the BTDF data compression based on wavelet transforms in daylighting simulation, , and , in: Solar Energy, 2019 |
[DOI] |
| 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] |
| Split-pane electrochromic window control based on an embedded photometric device with real-time daylighting computing, , , , and , in: Building and Environment, 2019 |
[DOI] |
| 1 | 2 |