Ján Drgoňa - Publications, H-index & Citations

Ján Drgoňa

Johns Hopkins University

20H指数

114论文数

2.3K被引数

收录论文 16

发表时间

End-to-End Battery Dispatch with Exact Rainflow Degradation via Mixed-Integer Differentiable Predictive Control 端到端电池调度与精确雨流退化模型相结合的混合整数可微分预测控制

IEEE Transactions on Smart Grid

IF9.8

2026-09-24

PREAI

Eshagh Safarzadeh Ravajiri; Ján Drgoňa; Mahdi Mehrtash; Benjamin F. Hobbs

Data center chiller plant optimization via mixed-integer nonlinear differentiable predictive control 数据中心冷水机组优化：基于混合整数非线性微分预测控制

Control Engineering Practice

IF4.6

2026-05-20

PREAI

Ján Boldocký; Cary Faulkner; Elad Michael; Martin Gulan; Aaron Tuor; Ján Drgoňa

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

Physics-constrained graph modeling for building thermal dynamics

ENERGY AND AI

IF9.6

2024-05-01

OAAI

Yang, Ziyao; Gaidhane, Amol D.; Drgona, Jan; Chandan, Vikas; Halappanavar, Mahantesh M.; Liu, Frank; Cao, Yu

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

Constructing Neural Network Based Models for Simulating Dynamical Systems

ACM COMPUTING SURVEYS

IF28

2023-02-09

OAAI

Legaard, Christian; Schranz, Thomas; Schweiger, Gerald; Drgona, Jan; Falay, Basak; Gomes, Claudio; Iosifidis, Alexandros; Abkar, Mahdi; Larsen, Peter

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

A guideline to document occupant behavior models for advanced building controls 记录用于高级建筑控制的乘员行为模型的指南

BUILDING AND ENVIRONMENT

IF7.6

2022-07-01

OAAI

Dong, Bing; Markovic, Romana; Carlucci, Salvatore; Liu, Yapan; Wagner, Andreas; Liguori, Antonio; van Treeck, Christoph; Oleynikov, Dmitry; Azar, Elie; Fajilla, Gianmarco; Drgona, Jan; Kim, Joyce; Vellei, Marika; De Simone, Marilena; Shamsaiee, Masood; Bavaresco, Mateus; Favero, Matteo; Kjaergaard, Mikkel; Osman, Mohamed; Frahm, Moritz; Dabirian, Sanam; Yan, Da; Kang, Xuyuan

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.

Cloud-based implementation of white-box model predictive control for a GEOTABS office building: A field test demonstration 基于云的GEOTABS办公楼白盒模型预测控制的实现: 现场测试演示

JOURNAL OF PROCESS CONTROL

IF3.9

2020-04-01

OAAI

Drgona, Jan; Picard, Damien; Helsen, Lieve

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

Approximate model predictive building control via machine learning 基于机器学习的近似模型预测建筑控制

APPLIED ENERGY

IF11

2018-05-01

182

OAAI

Drgona, Jan; Picard, Damien; Kvasnica, Michal; Helsen, Lieve

MPC-based reference governor control of a continuous stirred-tank reactor 基于MPC的连续搅拌釜反应器参考调速器控制

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2018-01-01

PREAI