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Characterization of heat-pump, PV and battery demonstrator technologies using a coherent energy assessment
Allan, J., Georges, G., Heer, P., Budiman, D., & Croce, L. (2019). Characterization of heat-pump, PV and battery demonstrator technologies using a coherent energy assessment. In J. L. Scartezzini & B. Smith (Eds.), Journal of physics: conference series: Vol. 1343. CISBAT 2019 international conference on climate resilient cities - energy efficiency & renewables in the digital era (p. 012105 (6 pp.). https://doi.org/10.1088/1742-6596/1343/1/012105
Performance gaps between energy system planning and operation: a study exploring the impacts of model fidelity and dispatch strategy
Beaud, M., Cai, H., Perera, A. T. D., & Heer, P. (2023). Performance gaps between energy system planning and operation: a study exploring the impacts of model fidelity and dispatch strategy. In Journal of physics: conference series: Vol. 2600. Energy performance modelling (p. 032016 (6 pp.). https://doi.org/10.1088/1742-6596/2600/3/032016
Degradation-aware data-enabled predictive control of energy hubs
Behrunani, V., Zagorowska, M., Hudoba de Badyn, M., Ricca, F., Heer, P., & Lygeros, J. (2023). Degradation-aware data-enabled predictive control of energy hubs. In Journal of physics: conference series: Vol. 2600. Predictive & adaptive control (p. 072006 (6 pp.). https://doi.org/10.1088/1742-6596/2600/7/072006
Experimental validation for distributed control of energy hubs
Behrunani, V., Heer, P., & Lygeros, J. (2023). Experimental validation for distributed control of energy hubs. In Journal of physics: conference series: Vol. 2600. Predictive & adaptive control (p. 072004 (7 pp.). https://doi.org/10.1088/1742-6596/2600/7/072004
Data-driven modeling of heat pumps and thermal storage units for MPC
Brandes, M., Cai, H., Vivian, J., Croci, L., Heer, P., & Smith, R. (2023). Data-driven modeling of heat pumps and thermal storage units for MPC. In Journal of physics: conference series: Vol. 2600. Energy performance modelling (p. 032008 (6 pp.). https://doi.org/10.1088/1742-6596/2600/3/032008
Sensitivity analysis of data-driven building energy demand forecasts
Bünning, F., Heer, P., Smith, R. S., & Lygeros, J. (2019). Sensitivity analysis of data-driven building energy demand forecasts. In J. L. Scartezzini & B. Smith (Eds.), Journal of physics: conference series: Vol. 1343. CISBAT 2019 international conference on climate resilient cities - energy efficiency & renewables in the digital era (p. 012062 (6 pp.). https://doi.org/10.1088/1742-6596/1343/1/012062
Experiment strategy for evaluating advanced building energy management system
Cai, H., Khayatian, F., & Heer, P. (2021). Experiment strategy for evaluating advanced building energy management system. In J. L. Scartezzini & B. Smith (Eds.), Journal of physics: conference series: Vol. 2042. CISBAT 2021 carbon neutral cities - energy efficiency & renewables in the digital era (p. 012030 (6 pp.). https://doi.org/10.1088/1742-6596/2042/1/012030
Experimental implementation of a context-aware prosumer
Cai, H., & Heer, P. (2021). Experimental implementation of a context-aware prosumer. In J. L. Scartezzini & B. Smith (Eds.), Journal of physics: conference series: Vol. 2042. CISBAT 2021 carbon neutral cities - energy efficiency & renewables in the digital era (p. 012068 (6 pp.). https://doi.org/10.1088/1742-6596/2042/1/012068
Deep Reinforcement Learning for room temperature control: a black-box pipeline from data to policies
Di Natale, L., Svetozarevic, B., Heer, P., & Jones, C. N. (2021). Deep Reinforcement Learning for room temperature control: a black-box pipeline from data to policies. In J. L. Scartezzini & B. Smith (Eds.), Journal of physics: conference series: Vol. 2042. CISBAT 2021 carbon neutral cities - energy efficiency & renewables in the digital era (p. 012004 (6 pp.). https://doi.org/10.1088/1742-6596/2042/1/012004
Multi-objective optimization of a power-to-hydrogen system for mobility via two-stage stochastic programming
Fochesato, M., Heer, P., & Lygeros, J. (2021). Multi-objective optimization of a power-to-hydrogen system for mobility via two-stage stochastic programming. In J. L. Scartezzini & B. Smith (Eds.), Journal of physics: conference series: Vol. 2042. CISBAT 2021 carbon neutral cities - energy efficiency & renewables in the digital era (p. 012034 (6 pp.). https://doi.org/10.1088/1742-6596/2042/1/012034
Benchmarking of data predictive control in a real-life apartment during heating season
Huber, B., Felix, B., Antoon, D., Heer, P., Aboudonia, A., & Lygeros, J. (2021). Benchmarking of data predictive control in a real-life apartment during heating season. In J. L. Scartezzini & B. Smith (Eds.), Journal of physics: conference series: Vol. 2042. CISBAT 2021 carbon neutral cities - energy efficiency & renewables in the digital era (p. 012024 (6 pp.). https://doi.org/10.1088/1742-6596/2042/1/012024
Machine learning-based modeling and controller tuning of a heat pump
Khosravi, M., Schmid, N., Eichler, A., Heer, P., & Smith, R. S. (2019). Machine learning-based modeling and controller tuning of a heat pump. In J. L. Scartezzini & B. Smith (Eds.), Journal of physics: conference series: Vol. 1343. CISBAT 2019 international conference on climate resilient cities - energy efficiency & renewables in the digital era (p. 012065 (6 p.). https://doi.org/10.1088/1742-6596/1343/1/012065
Flexibility assessment of power-hydrogen-power (P2H2P) system in multi-energy districts
Koirala, B. P., Cai, H., de Koning, J., Heer, P., & Orehounig, K. (2023). Flexibility assessment of power-hydrogen-power (P2H2P) system in multi-energy districts. In Journal of physics: conference series: Vol. 2600. Predictive & adaptive control (p. 072007 (6 pp.). https://doi.org/10.1088/1742-6596/2600/7/072007
Flexibility implications of optimal PV design: building vs. community scale
Li, Q., Vulic, N., Cai, H., & Heer, P. (2023). Flexibility implications of optimal PV design: building vs. community scale. In Journal of physics: conference series: Vol. 2600. Optimization at building & urban scale (p. 082002 (7 pp.). https://doi.org/10.1088/1742-6596/2600/8/082002
Making an air-source heat pump smart-grid ready
Thorsteinsson, S., Cai, H., Bendtsen, J. D., Heer, P., & Vivian, J. (2023). Making an air-source heat pump smart-grid ready. In Journal of physics: conference series: Vol. 2600. Load shifting & smart grid (p. 052006 (6 pp.). https://doi.org/10.1088/1742-6596/2600/5/052006
Effect of climate on the optimal sizing and operation of seasonal ice storage systems
Vivian, J., Heer, P., & Fiorentini, M. (2023). Effect of climate on the optimal sizing and operation of seasonal ice storage systems. In Journal of physics: conference series: Vol. 2600. Optimization at building & urban scale (p. 082021 (6 pp.). https://doi.org/10.1088/1742-6596/2600/8/082021