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C

Colin N. Jones

epfl

50H-index
431Paper Count
1.1WCitation Count
Published Papers 90
Publication Date
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What price to pay? Auto-tuning a building MPC controller for optimal economic cost
errControl Engineering Practice
IF4.6
err2026-05-01
err0
PREAI
errYu, Jiarui; Shi, Jicheng; Xu, Wenjie; Jones, Colin N.
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errSave
Disturbance-Adaptive Data-Driven Predictive Control: Trading Comfort Violation for Savings in Building Climate Control
errIEEE Transactions on Control Systems Technology
IF3.9
err2026-02-23
err0
PREAI
errJicheng Shi; Christophe Salzmann; Colin N. Jones
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errSave
Distributed Convex Second-Order Optimization for AC/DC Hybrid Distribution Systems Within PROcess Orchestration Framework
errIEEE Transactions on Power Systems
IF7.2
err2026-01-28
err0
PREAI
errXinliang Dai; Yuning Jiang; Junyi Zhai; Jianlei Liu; Thorsten Schlachter; Colin N. Jones; Xiao-Ping Zhang; Veit Hagenmeyer
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errSave
Federated Linear Bandit Learning via UAV Aided Over-the-Air Computation
errIEEE Transactions on Mobile Computing
IF9.2
err2026-01-12
err0
PREAI
errJunkai Qian; Yuning Jiang; Yudi Zhang; Xin Liu; Ting Wang; Yuanming Shi; Colin N. Jones
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errSave
Frequency control with aggregated heat pumps in buildings: A comparison of complex and simple control strategies
errEnergy and Buildings
IF7.1
err2026-01-11
err0
errOAAI
errManuel Koch; Paul Scharnhorst; Parantapa Sawant; Colin N. Jones
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errSave
Model predictive building climate control for mitigating heat pump noise pollution
errEuropean Journal of Control
IF2.6
err2025-07-29
err0
errOAAI
errYun Li; Jicheng Shi; Colin N. Jones; Neil Yorke-Smith; Tamas Keviczky
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errSave
Adaptive data-driven prediction in a building control hierarchy: A case study of demand response in Switzerland
errENERGY AND BUILDINGS
IF7.1
err2025-04-01
err0
errOAAI
errShi, Jicheng; Lian, Yingzhao; Salzmann, Christophe; Jones, Colin N.
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errSave
SIMBa: System Identification Methods Leveraging Backpropagation
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2025-03-01
err0
errOAAI
errNatale, Loris Di; Zakwan, Muhammad; Heer, Philipp; Ferrari-Trecate, Giancarlo; Jones, Colin Neil
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errSave
Robustly Learning Regions of Attraction From Fixed Data
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2025-03-01
err0
errOAAI
errTacchi, Matteo; Lian, Yingzhao; Jones, Colin N.
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errSave
Ensuring data privacy in AC Optimal Power Flow with a distributed co-simulation framework
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2024-10-01
err0
errOAAI
errDai, Xinliang; Kocher, Alexander; Kovacevic, Jovana; Dindar, Burak; Jiang, Yuning; Jones, Colin; Cakmak, Hueseyin K.; Hagenmeyer, Veit
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errSave
SOStab: A Matlab toolbox for transient stability analysis
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2024-10-01
err0
errOAAI
errDrobot, Stephane; Tacchi, Matteo; Cardozo, Carmen; Jones, Colin
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errSave
Real-time coordination of integrated transmission and distribution systems: Flexibility modeling and distributed NMPC scheduling
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2024-09-01
err1
errOAAI
errDai, Xinliang; Guo, Yi; Jiang, Yuning; Jones, Colin N.; Hug, Gabriela; Hagenmeyer, Veit
errShare
errSave
Data-Driven Joint Distributionally Robust Chance-Constrained Operation for Multiple Integrated Electricity and Heating Systems
errieee transactions on energy conversion
IF10
err2024-07-01
err4
PREAI
errZhai, Junyi; Jiang, Yuning; Zhou, Ming; Shi, Yuanming; Chen, Wei; Jones, Colin N.
errShare
errSave
Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2024-06-01
err2
PREAI
errYang, Peng; Jiang, Yuning; Wen, Dingzhu; Wang, Ting; Jones, Colin N.; Shi, Yuanming
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errSave
Violation-aware contextual Bayesian optimization for controller performance optimization with unmodeled constraints
errJOURNAL OF PROCESS CONTROL
IF3.9
err2024-06-01
err0
errOAAI
errXu, Wenjie; Jones, Colin N.; Svetozarevic, Bratislav; Laughman, Christopher R.; Chakrabarty, Ankush
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errSave
Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach
errAPPLIED ENERGY
IF11
err2024-03-01
err1
errOAAI
errXu, Wenjie; Svetozarevic, Bratislav; Di Natale, Loris; Heer, Philipp; Jones, Colin N.
errShare
errSave
Stability Verification of Neural Network Controllers Using Mixed-Integer Programming
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2023-12-01
err7
errOAAI
errSchwan, Roland; Jones, Colin N.; Kuhn, Daniel
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errSave
Adaptive Robust Data-Driven Building Control via Bilevel Reformulation: An Experimental Result
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2023-11-01
err16
errOAAI
errLian, Yingzhao; Shi, Jicheng; Koch, Manuel; Jones, Colin Neil
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errSave
Distributed data-driven predictive control for cooperatively smoothing mixed traffic flow
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2023-10-01
err13
errOAAI
errWang, Jiawei; Lian, Yingzhao; Jiang, Yuning; Xu, Qing; Li, Keqiang; Jones, Colin N.
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errSave
A Proximal-Point Lagrangian-Based Parallelizable Nonconvex Solver for Bilinear Model Predictive Control
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2023-09-01
err0
errOAAI
errLian, Yingzhao; Jiang, Yuning; Opila, Daniel F.; Jones, Colin N.
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errSave

Research Directions

No research directions
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