Bratislav Svetozarevic - Publications, H-index & Citations

Bratislav Svetozarevic

Ecole Polytechnique Federale de Lausanne

15H指数

56论文数

1.1K被引数

收录论文 8

发表时间

Violation-aware contextual Bayesian optimization for controller performance optimization with unmodeled constraints

JOURNAL OF PROCESS CONTROL

IF3.9

2024-06-01

OAAI

Xu, Wenjie; Jones, Colin N.; Svetozarevic, Bratislav; Laughman, Christopher R.; Chakrabarty, Ankush

Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach

APPLIED ENERGY

IF11

2024-03-01

OAAI

Xu, Wenjie; Svetozarevic, Bratislav; Di Natale, Loris; Heer, Philipp; Jones, Colin N.

Towards scalable physically consistent neural networks: An application to data-driven multi-zone thermal building models 迈向可扩展的物理一致性神经网络: 在数据驱动的多区域热建筑模型中的应用

APPLIED ENERGY

IF11

2023-06-01

OAAI

Di Natale, L.; Svetozarevic, B.; Heer, P.; Jones, C. N.

Physically Consistent Neural Networks for building thermal modeling: Theory and analysis

APPLIED ENERGY

IF11

2022-11-01

OAAI

Di Natale, L.; Svetozarevic, B.; Heer, P.; Jones, C. N.

Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: Simulations and experiments 使用深度强化学习的室温和双向电动汽车充电的数据驱动控制: 模拟和实验

APPLIED ENERGY

IF11

2022-02-01

OAAI

Svetozarevic, B.; Baumann, C.; Muntwiler, S.; Di Natale, L.; Zeilinger, M. N.; Heer, P.

A reflective adaptive solar facade for multi-building energy and comfort management 用于多建筑物能源和舒适度管理的反射自适应太阳能立面

ENERGY AND BUILDINGS

IF7.1

2018-10-01

PREAI

Powell, Daniel; Hischier, Illias; Jayathissa, Prageeth; Svetozarevic, Bratislav; Schluter, Arno

NEST HiLo: Investigating lightweight construction and adaptive energy systems

JOURNAL OF BUILDING ENGINEERING

IF7.4

2017-07-01

PREAI

Block, P.; Schlueter, A.; Veenendaal, D.; Bakker, J.; Begle, M.; Hischier, I.; Hofer, J.; Jayathissa, P.; Maxwell, I.; Echenagucia, T. Mendez; Nagy, Z.; Pigram, D.; Svetozarevic, B.; Torsing, R.; Verbeek, J.; Willmann, A.; Lydon, G. P.

Coupling energy systems with lightweight structures for a net plus energy building

APPLIED ENERGY

IF11

2017-03-01

PREAI

Lydon, G. P.; Hofer, J.; Svetozarevic, B.; Nagy, Z.; Schlueter, A.

研究方向