Draguna Vrabie - Publications, H-index & Citations

Draguna Vrabie

pacific northwest national laboratory

28H指数

190论文数

9.2K被引数

收录论文 22

发表时间

Physics vs structure: A systematic benchmark of learning strategies for multi-zone building thermal dynamics 物理与结构：多区建筑热动力学学习策略的系统基准

Energy and Buildings

IF7.1

2026-04-12

PREAI

Soumya Vasisht; Cary Faulkner; Elad Michael; Aaron Tuor; Ján Drgoňa; Draguna Vrabie

Physics-informed machine learning for building performance simulation-A review of a nascent field 物理信息机器学习在建筑性能模拟中的应用——一项新兴领域的综述

Advances in Applied Energy

IF13.8

2025-05-14

OAAI

Zixin Jiang; Xuezheng Wang; Han Li; Tianzhen Hong; Fengqi You; Ján Drgoňa; Draguna Vrabie; Bing Dong

Learning Constrained Parametric Differentiable Predictive Control Policies With Guarantees

ieee transactions on cybernetics

IF8.7

2024-06-01

OAAI

Drgona, Jan; Tuor, Aaron; Vrabie, Draguna

Ten questions concerning reinforcement learning for building energy management 关于建筑能源管理中强化学习的十个问题

BUILDING AND ENVIRONMENT

IF7.6

2023-08-01

OAAI

Nagy, Zoltan; Henze, Gregor; Dey, Sourav; Arroyo, Javier; Helsen, Lieve; Zhang, Xiangyu; Chen, Bingqing; Amasyali, Kadir; Kurte, Kuldeep; Zamzam, Ahmed; Zandi, Helia; Drgona, Jan; Quintana, Matias; McCullogh, Steven; Park, June Young; Li, Han; Hong, Tianzhen; Brandi, Silvio; Pinto, Giuseppe; Capozzoli, Alfonso; Vrabie, Draguna; Berges, Mario; Nweye, Kingsley; Marzullo, Thibault; Bernstein, Andrey

Simulation-based assessment of ASHRAE Guideline 36, considering energy performance, indoor air quality, and control stability 基于模拟的ASHRAE准则36评估，考虑能源性能、室内空气质量和控制稳定性

BUILDING AND ENVIRONMENT

IF7.6

2023-07-01

OAAI

Faulkner, Cary A.; Lutes, Robert; Huang, Sen; Zuo, Wangda; Vrabie, Draguna L.

System modeling for grid-interactive efficient building applications 网格交互式高效建筑应用的系统建模

JOURNAL OF BUILDING ENGINEERING

IF7.4

2023-06-01

PREAI

Ye, Yunyang; Faulkner, Cary A.; Xu, Rong; Huang, Sen; Liu, Yuan; Vrabie, Draguna L.; Zhang, Jian; Zuo, Wangda

Codesign for Extreme Heterogeneity: Integrating Custom Hardware With Commodity Computing Technology to Support Next-Generation HPC Converged Workloads

IEEE INTERNET COMPUTING

IF4.4

2023-01-01

OAAI

Ang, James A.; Barker, Kevin J.; Vrabie, Draguna L.; Kestor, Gokcen

Differentiable predictive control: Deep learning alternative to explicit model predictive control for unknown nonlinear systems 可微预测控制: 未知非线性系统的显式模型预测控制的深度学习替代

JOURNAL OF PROCESS CONTROL

IF3.9

2022-08-01

OAAI

Drgona, Jan; Kis, Karol; Tuor, Aaron; Vrabie, Draguna; Klauco, Martin

Sparse Control Synthesis for Uncertain Responsive Loads With Stochastic Stability Guarantees 具有随机稳定性保证的不确定响应负载的稀疏控制综合

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2022-01-01

OAAI

Nandanoori, Sai Pushpak; Kundu, Soumya; Lian, Jianming; Vaidya, Umesh; Vrabie, Draguna; Kalsi, Karanjit

Occupant preference-aware load scheduling for resilient communities

ENERGY AND BUILDINGS

IF7.1

2021-12-01

OAAI

Wang, Jing; Huang, Sen; Zuo, Wangda; Vrabie, Draguna

Modelica-based system modeling for studying control-related faults in chiller plants and boiler plants serving large office buildings 基于Modelica的系统建模，用于研究服务于大型办公楼的制冷厂和锅炉厂中与控制相关的故障

JOURNAL OF BUILDING ENGINEERING

IF7.4

2021-12-01

OAAI

Huang, Sen; Zuo, Wangda; Vrabie, Draguna; Xu, Rong

Sensor impacts on building and HVAC controls: A critical review for building energy performance

ADVANCES IN APPLIED ENERGY

IF13.8

2021-11-01

OAAI

Bae, Yeonjin; Bhattacharya, Saptarshi; Cui, Borui; Lee, Seungjae; Li, Yanfei; Zhang, Liang; Im, Piljae; Adetola, Veronica; Vrabie, Draguna; Leach, Matt; Kuruganti, Teja

Control co-design of commercial building chiller plant using Bayesian optimization 基于贝叶斯优化的商业建筑冷水机组控制协同设计

ENERGY AND BUILDINGS

IF7.1

2021-09-01

OAAI

Bhattacharya, Arnab; Vasisht, Soumya; Adetola, Veronica; Huang, Sen; Sharma, Himanshu; Vrabie, Draguna L.

Sensor impact evaluation and verification for fault detection and diagnostics in building energy systems: A review

ADVANCES IN APPLIED ENERGY

IF13.8

2021-08-01

OAAI

Zhang, Liang; Leach, Matt; Bae, Yeonjin; Cui, Borui; Bhattacharya, Saptarshi; Lee, Seungjae; Im, Piljae; Adetola, Veronica; Vrabie, Draguna; Kuruganti, Teja

Physics-constrained deep learning of multi-zone building thermal dynamics 基于物理约束的多区域建筑热动力学深度学习

ENERGY AND BUILDINGS

IF7.1

2021-07-01

OAAI

Drgona, Jan; Tuor, Aaron R.; Chandan, Vikas; Vrabie, Draguna L.

A learning-based time-efficient framework for building energy performance evaluation

ENERGY AND BUILDINGS

IF7.1

2020-12-01

OAAI

Bhattacharya, Saptarshi; Chen, Yan; Huang, Sen; Vrabie, Draguna

All you need to know about model predictive control for buildings 所有你需要知道的关于建筑模型预测控制

ANNUAL REVIEWS IN CONTROL

IF10.7

2020-01-01

469

OAAI

Drgona, Jan; Arroyo, Javier; Cupeiro Figueroa, Iago; Blum, David; Arendt, Krzysztof; Kim, Donghun; Olle, Enric Perarnau; Oravec, Juraj; Wetter, Michael; Vrabie, Draguna L.; Helsen, Lieve

Online adaptive algorithm for optimal control with integral reinforcement learning

INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

IF3.2

2013-05-09

127

PREAI

Vamvoudakis, Kyriakos G.; Vrabie, Draguna; Lewis, Frank L.

Reinforcement Learning and Feedback Control USING NATURAL DECISION METHODS TO DESIGN OPTIMAL ADAPTIVE CONTROLLERS

IEEE CONTROL SYSTEMS MAGAZINE

IF6.3

2012-12-01

864