Colin N. Jones - Publications, H-index & Citations

Colin N. Jones

epfl

50H指数

431论文数

1.1W被引数

收录论文 90

发表时间

What price to pay? Auto-tuning a building MPC controller for optimal economic cost 如何定价？为建筑模型预测控制器进行自动调优以实现最优经济成本

Control Engineering Practice

IF4.6

2026-05-01

PREAI

Yu, Jiarui; Shi, Jicheng; Xu, Wenjie; Jones, Colin N.

Disturbance-Adaptive Data-Driven Predictive Control: Trading Comfort Violation for Savings in Building Climate Control 扰动自适应数据驱动预测控制：在建筑气候控制中用舒适度违规换取节能

IEEE Transactions on Control Systems Technology

IF3.9

2026-02-23

PREAI

Jicheng Shi; Christophe Salzmann; Colin N. Jones

Distributed Convex Second-Order Optimization for AC/DC Hybrid Distribution Systems Within PROcess Orchestration Framework 在PROcess Orchestration框架下的AC/DC混合配电系统的分布式凸二阶优化

IEEE Transactions on Power Systems

IF7.2

2026-01-28

PREAI

Xinliang Dai; Yuning Jiang; Junyi Zhai; Jianlei Liu; Thorsten Schlachter; Colin N. Jones; Xiao-Ping Zhang; Veit Hagenmeyer

Federated Linear Bandit Learning via UAV Aided Over-the-Air Computation 通过无人机辅助的空中计算实现联邦线性_BANDIT学习

IEEE Transactions on Mobile Computing

IF9.2

2026-01-12

PREAI

Junkai Qian; Yuning Jiang; Yudi Zhang; Xin Liu; Ting Wang; Yuanming Shi; Colin N. Jones

Frequency control with aggregated heat pumps in buildings: A comparison of complex and simple control strategies 建筑中聚合热泵的频率控制：复杂与简单控制策略的比较

Energy and Buildings

IF7.1

2026-01-11

OAAI

Manuel Koch; Paul Scharnhorst; Parantapa Sawant; Colin N. Jones

Model predictive building climate control for mitigating heat pump noise pollution 模型预测建筑气候控制以缓解热泵噪声污染

European Journal of Control

IF2.6

2025-07-29

OAAI

Yun Li; Jicheng Shi; Colin N. Jones; Neil Yorke-Smith; Tamas Keviczky

Adaptive data-driven prediction in a building control hierarchy: A case study of demand response in Switzerland

ENERGY AND BUILDINGS

IF7.1

2025-04-01

OAAI

Shi, Jicheng; Lian, Yingzhao; Salzmann, Christophe; Jones, Colin N.

SIMBa: System Identification Methods Leveraging Backpropagation

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2025-03-01

OAAI

Natale, Loris Di; Zakwan, Muhammad; Heer, Philipp; Ferrari-Trecate, Giancarlo; Jones, Colin Neil

Robustly Learning Regions of Attraction From Fixed Data

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2025-03-01

OAAI

Tacchi, Matteo; Lian, Yingzhao; Jones, Colin N.

Ensuring data privacy in AC Optimal Power Flow with a distributed co-simulation framework 通过分布式协同仿真框架确保交流最优潮流中的数据隐私

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2024-10-01

OAAI

Dai, Xinliang; Kocher, Alexander; Kovacevic, Jovana; Dindar, Burak; Jiang, Yuning; Jones, Colin; Cakmak, Hueseyin K.; Hagenmeyer, Veit

SOStab: A Matlab toolbox for transient stability analysis

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2024-10-01

OAAI

Drobot, Stephane; Tacchi, Matteo; Cardozo, Carmen; Jones, Colin

Real-time coordination of integrated transmission and distribution systems: Flexibility modeling and distributed NMPC scheduling 综合输配电系统的实时协调: 灵活性建模和分布式NMPC调度

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2024-09-01

OAAI

Dai, Xinliang; Guo, Yi; Jiang, Yuning; Jones, Colin N.; Hug, Gabriela; Hagenmeyer, Veit

Data-Driven Joint Distributionally Robust Chance-Constrained Operation for Multiple Integrated Electricity and Heating Systems

ieee transactions on energy conversion

IF10

2024-07-01

PREAI

Zhai, Junyi; Jiang, Yuning; Zhou, Ming; Shi, Yuanming; Chen, Wei; Jones, Colin N.

Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-06-01

PREAI

Yang, Peng; Jiang, Yuning; Wen, Dingzhu; Wang, Ting; Jones, Colin N.; Shi, Yuanming

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.

Stability Verification of Neural Network Controllers Using Mixed-Integer Programming

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2023-12-01

OAAI

Schwan, Roland; Jones, Colin N.; Kuhn, Daniel

Adaptive Robust Data-Driven Building Control via Bilevel Reformulation: An Experimental Result

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2023-11-01

OAAI

Lian, Yingzhao; Shi, Jicheng; Koch, Manuel; Jones, Colin Neil

Distributed data-driven predictive control for cooperatively smoothing mixed traffic flow

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2023-10-01

OAAI

Wang, Jiawei; Lian, Yingzhao; Jiang, Yuning; Xu, Qing; Li, Keqiang; Jones, Colin N.

A Proximal-Point Lagrangian-Based Parallelizable Nonconvex Solver for Bilinear Model Predictive Control

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2023-09-01

OAAI

Lian, Yingzhao; Jiang, Yuning; Opila, Daniel F.; Jones, Colin N.

研究方向