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T

Timm Faulwasser

hamburg university of technology

32H-index
324Paper Count
3.7KCitation Count
Published Papers 49
Publication Date
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Data-driven modeling with prior system knowledge
errIFAC Journal of Systems and Control
IF1.8
err2026-02-01
err0
errOAAI
errEngeln, Fritz A.; Van Wingerden, Jan-Willem; Faulwasser, Timm
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errSave
A python toolbox for flexibility aggregation and disaggregation: PyFlexAD
errSustainable Energy, Grids and Networks
IF0
err2025-10-27
err0
errOAAI
errEmrah Öztürk; Kevin Kaspar; Timm Faulwasser; Karl Worthmann; Peter Kepplinger; Klaus Rheinberger
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errSave
Decentralized Real-Time Iterations for Distributed NMPC
errIEEE Transactions on Automatic Control
IF7
err2025-10-15
err0
PREAI
errGösta Stomberg; Alexander Engelmann; Moritz Diehl; Timm Faulwasser
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errSave
Approximate Dynamic Programming With Feasibility Guarantees
errIEEE Transactions on Control of Network Systems
IF5
err2025-06-01
err0
errOAAI
errAlexander Engelmann; Maísa Beraldo Bandeira; Timm Faulwasser
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errSave
A polynomial chaos approach to stochastic LQ optimal control: Error bounds and infinite-horizon results
errAUTOMATICA
IF5.9
err2025-04-01
err0
errOAAI
errOu, Ruchuan; Schiessl, Jonas; Baumann, Michael Heinrich; Gruene, Lars; Faulwasser, Timm
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Alleviating the Curse of Dimensionality in Minkowski Sum Approximations of Storage Flexibility
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2024-11-01
err0
errOAAI
errOeztuerk, Emrah; Faulwasser, Timm; Worthmann, Karl; Preissinger, Markus; Rheinberger, Klaus
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Towards holonic power and energy systems - A novel ICT architecture as enabler for resilience
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2024-11-01
err1
errOAAI
errRehtanz, Christian; Ulbig, Andreas; Palaniappan, Rajkumar; Faulwasser, Timm; Saidi, Selma; Schmeink, Anke; Wietfeld, Christian
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An ADP framework for flexibility and cost aggregation: Guarantees and open problems
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2024-09-01
err0
errOAAI
errBandeira, Maisa Beraldo; Faulwasser, Timm; Engelmann, Alexander
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Teaching Model Predictive Control: What, When, Where, Why, Who, and How?
errIEEE CONTROL SYSTEMS MAGAZINE
IF6.3
err2024-08-01
err0
PREAI
errFaulwasser, Timm; Kerrigan, Eric C.; Logist, Filip; Lucia, Sergio; Moennigmann, Martin; Parisio, Alessandra; Darup, Moritz Schulze
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Towards real-time capable optimal control for fuel cell vehicles using hierarchical economic MPC
errAPPLIED ENERGY
IF11
err2024-07-01
err2
PREAI
errHaubensak, Lukas; Strahl, Stephan; Braun, Jochen; Faulwasser, Timm
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errSave
On a Stochastic Fundamental Lemma and Its Use for Data-Driven Optimal Control
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2023-10-01
err23
errOAAI
errPan, Guanru; Ou, Ruchuan; Faulwasser, Timm
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errSave
Cooperative distributed MPC via decentralized real-time optimization: Implementation results for robot formations
errCONTROL ENGINEERING PRACTICE
IF4.6
err2023-09-01
err7
errOAAI
errStomberg, Goesta; Ebel, Henrik; Faulwasser, Timm; Eberhard, Peter
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errSave
Towards data-driven stochastic predictive control
errINTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL
IF3.2
err2023-08-02
err4
errOAAI
errPan, Guanru; Ou, Ruchuan; Faulwasser, Timm
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errSave
NMPC in active subspaces: Dimensionality reduction with recursive feasibility guarantees
errAUTOMATICA
IF5.9
err2023-01-01
err4
errOAAI
errPan, Guanru; Faulwasser, Timm
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errSave
Behavioral theory for stochastic systems? A data-driven journey from Willems to Wiener and back again
errANNUAL REVIEWS IN CONTROL
IF10.7
err2023-01-01
err14
errOAAI
errFaulwasser, Timm; Ou, Ruchuan; Pan, Guanru; Schmitz, Philipp; Worthmann, Karl
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errSave
Toward data-driven predictive control of multi-energy distribution systems
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2022-11-01
err20
PREAI
errBilgic, Deborah; Koch, Alexander; Pan, Guanru; Faulwasser, Timm
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errSave
OptiTrap: Optimal Trap Trajectories for Acoustic Levitation Displays
errACM TRANSACTIONS ON GRAPHICS
IF9.5
err2022-10-26
err10
errOAAI
errPaneva, Viktorija; Fleig, Arthur; Plasencia, Diego MartiNez; Faulwasser, Timm; Muller, Jorg
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Distributed Control of Charging for Electric Vehicle Fleets Under Dynamic Transformer Ratings
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2022-07-01
err6
errOAAI
errBotkin-Levy, Micah; Engelmann, Alexander; Muehlpfordt, Tillmann; Faulwasser, Timm; Almassalkhi, Mads R.
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On continuous-time infinite horizon optimal control-Dissipativity, stability, and transversality
errAUTOMATICA
IF5.9
err2021-12-01
err15
errOAAI
errFaulwasser, Timm; Kellett, Christopher M.
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Probabilistic forecasts of the distribution grid state using data-driven forecasts and probabilistic power flow
errAPPLIED ENERGY
IF11
err2021-11-01
err12
errOAAI
errAngel Gonzalez-Ordiano, Jorge; Muehlpfordt, Tillmann; Braun, Eric; Liu, Jianlei; Cakmak, Hueseyin; Kuehnapfel, Uwe; Duepmeier, Clemens; Waczowicz, Simon; Faulwasser, Timm; Mikut, Ralf; Hagenmeyer, Veit; Appino, Riccardo Remo
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Research Directions

No research directions
Co-authors
Cooperation Journals
P
Pierluigi Mancarella
H-index: 69 · Papers: 408
A
André Bardow
H-index: 65 · Papers: 678
M
Moritz Diehl
H-index: 61 · Papers: 718
J
Jan Van herle
H-index: 57 · Papers: 430
A
Alexander Mitsos
H-index: 53 · Papers: 586
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