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2020
1 Andersson, Leif Erik; Bradford, Eric; Imsland, Lars Struen.
Distributed learning for wind farm optimization with Gaussian processes. 2020 American Control Conference (ACC); 2020-07-01 - 2020-07-03
NTNU Untitled
 
2 Andersson, Leif Erik; Bradford, Eric; Imsland, Lars Struen.
Gaussian processes modifier adaptation with uncertain inputs using distributed learning and optimization on a wind farm. IFACWorld congress 2020; 2020-07-11 - 2020-07-17
NTNU Untitled
 
3 Andersson, Leif Erik; Bradford, Eric; Imsland, Lars Struen.
Distributed learning for wind farm optimization with Gaussian processes. American Control Conference (ACC) 2020 s. 4058-4064
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4 Andersson, Leif Erik; Doekemeijer, Bart; van der Hoek, Daan; van Wingerden, W.; Imsland, Lars Struen.
Adaptation of Engineering Wake Models using Gaussian Process Regression and High-Fidelity Simulation Data. arXiv.org 2020
NTNU Untitled
 
5 Andersson, Leif Erik; Imsland, Lars Struen.
Real-time optimization of wind farms using modifier adaptation and machine learning. Wind Energy Science 2020 ;Volum 5.(3) s. 885-896
NTNU Untitled
 
6 Bradford, Eric; Imsland, Lars Struen; Zhang, Dongda; Chanona del Rio, Ehecatl Antonio.
Stochastic data-driven model predictive control using gaussian processes. Computers and Chemical Engineering 2020 ;Volum 139.
NTNU Untitled
 
7 Skibelid, Adrian Bogen; Andersson, Leif Erik; Kölle, Konstanze; Imsland, Lars Struen.
Model predictive control on a wind turbine using a reduced order model based on STAS. EERA Deepwind'2020; 2020-01-15 - 2020-01-17
NTNU ENERGISINT Untitled
 
8 Urdal, Jørgen; Andersson, Leif Erik; Imsland, Lars Struen.
Model predictive control of multi-rotor wind turbine. EERA Deepwind'2020; 2020-01-15 - 2020-01-17
NTNU Untitled
 
2019
9 Andersson, Leif Erik; Imsland, Lars Struen; Brekke, Edmund Førland; Scibilia, Francesco.
On Kalman filtering with linear state equality constraints. Automatica 2019 ;Volum 101. s. 467-470
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10 Andersson, Leif Erik; Merz, Karl Otto; Kölle, Konstanze; Imsland, Lars Struen.
Real-time optimization of wind farms using modifier adaptation and machine learning. Wind Energy Science conference 2019; 2019-06-17 - 2019-06-20
NTNU ENERGISINT Untitled
 
11 Andersson, Leif Erik; Scibilia, Francesco; Imsland, Lars Struen.
An iceberg forecast approach based on a statistical ocean current model. Cold Regions Science and Technology 2019 ;Volum 158. s. 128-142
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12 Binder, Benjamin Julian Tømte; Johansen, Tor Arne; Imsland, Lars Struen.
Improved predictions from measured disturbances in linear model predictive control. Journal of Process Control 2019 ;Volum 75. s. 86-106
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13 Bradford, Eric; Imsland, Lars Struen.
Output feedback stochastic nonlinear model predictive control for batch processes. Computers and Chemical Engineering 2019 ;Volum 126. s. 434-450
NTNU Untitled
 
14 Bradford, Eric; Imsland, Lars Struen.
Stochastic nonlinear model predictive control of a batch fermentation process. Computer-aided chemical engineering 2019 ;Volum 46. s. 1237-1242
NTNU Untitled
 
15 Bradford, Eric; Imsland, Lars Struen; del Rio Chanona, Ehecatl Antonio.
Nonlinear model predictive control with explicit back-offs for Gaussian process state space models. I: Proceedings of 58th IEEE Conference on Decision and Control (CDC 2019). IEEE Press 2019 ISBN 978-1-7281-1397-5. s. 4747-4754
NTNU Untitled
 
16 Bradford, Eric; Reble, Marcus; Bouaswaig, Ala; Imsland, Lars Struen.
Economic stochastic nonlinear model predictive control of a semi-batch polymerization reaction. IFAC-PapersOnLine 2019 ;Volum 52.(1) s. 667-672
NTNU Untitled
 
17 Bradford, Eric; Reble, Marcus; Imsland, Lars Struen.
Output feedback stochastic nonlinear model predictive control of a polymerization batch process. I: 2019 18th European Control Conference (ECC). IEEE 2019 ISBN 978-3-907144-00-8. s. 3144-3151
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18 Hotvedt, Mathilde; Hauger, Svein Olav; Gjertsen, Fredrik; Imsland, Lars Struen.
Dynamic Real-Time Optimisation of a CO2 Capture Facility. IFAC-PapersOnLine 2019 ;Volum 52.(1) s. 856-861
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19 Schulze, Frederik Spuentrup; Dalle Ave, G; Imsland, Lars Struen; Harjunkoski, Iiro.
Optimal Maintenance Scheduling for Washing of Compressors to Increase Operational Efficiency. Computer-aided chemical engineering 2019 ;Volum 46. s. 1321-1326
NTNU Untitled
 
20 Schulze Spüntrup, Frederik; Dalle Ave, G; Imsland, Lars Struen; Harjunkoski, Iiro.
Performance-based maintenance planning for asset fleets. IFAC-PapersOnLine 2019 ;Volum 52.(1) s. 697-702
NTNU Untitled
 
21 Wu, Ouyang; Bouaswaig, Ala; Imsland, Lars Struen; Schneider, Stefan; Roth, Matthias; Moreno Leira, Fernando.
Campaign-based modeling for degradation evolution in batch processes using a multiway partial least squares approach. Computers and Chemical Engineering 2019 ;Volum 128. s. 117-127
NTNU Untitled
 
22 Wu, Ouyang; Dalle Ave, Giancarlo; Harjunkoski, Iiro; Imsland, Lars Struen; Schneider, Stefan M; Bouaswaig, Ala EF; Roth, Matthias.
Short-term Scheduling of a Multipurpose Batch Plant Considering Degradation Effects. Computer-aided chemical engineering 2019 ;Volum 46. s. 1213-1218
NTNU Untitled
 
23 Wu, Ouyang; Imsland, Lars Struen; Brekke, Edmund Førland; Schneider, Stefan M; Bouaswaig, Ala EF; Roth, Matthias.
Robust state estimation for fouling evolution in batch processes using the EM algorithm. IFAC-PapersOnLine 2019 ;Volum 52.(1) s. 685-690
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24 Yu, Xingji; Georges, Laurent; Knudsen, Michael; Sartori, Igor; Imsland, Lars Struen.
Investigation of the Model Structure for Low-Order Grey-Box Modelling of Residential Buildings. I: Proceedings of Building Simulation 2019: 16th Conference of IBPSA, Roma, September 02-04. International Building Performance Simulation Association (IBPSA) 2019 ISBN 978-1-7750520-1-2. s. -
NTNU SINTEF Untitled
 
2018
25 Albert, Anders; Imsland, Lars Struen.
Combined Optimal Control and Combinatorial Optimization for Searching and Tracking Using an Unmanned Aerial Vehicle. Journal of Intelligent and Robotic Systems 2018
NTNU Untitled
 
26 Albert, Anders; Imsland, Lars Struen.
Survey: Mobile sensor networks for target searching and tracking. Cyber-Physical Systems 2018 ;Volum 4.(2) s. 57-98
NTNU Untitled
 
27 Andersson, Leif Erik; Scibilia, Francesco; Copland, Luke; Aftab, Muhammad Faisal; Imsland, Lars Struen.
Analysis of Iceberg Drift Trajectories Using the Multivariate Empirical Mode Decomposition. ISOPE - International Offshore and Polar Engineering Conference. Proceedings 2018 ;Volum 2018-June. s. 1653-1660
NTNU Untitled
 
28 Andersson, Leif Erik; Scibilia, Francesco; Copland, Luke; Aftab, Muhammad Faisal; Imsland, Lars Struen.
Analysis of Iceberg Drift Trajectories Using the Multivariate Empirical Mode Decomposition - presentation. ISOPE - International Offshore and Polar Engineering Conference; 2018-06-10 - 2018-06-15
NTNU Untitled
 
29 Andersson, Leif Erik; Scibilia, Francesco; Copland, Luke; Imsland, Lars Struen.
Comparison of statistical iceberg forecast models. Cold Regions Science and Technology 2018 ;Volum 155. s. 69-89
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30 Bradford, Eric; Imsland, Lars Struen.
Economic Stochastic Model Predictive Control Using the Unscented Kalman Filter. IFAC-PapersOnLine 2018 ;Volum 51.(18) s. 417-422
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31 Bradford, Eric; Imsland, Lars Struen.
Stochastic NMPC of Batch Processes Using Parameterized Control Policies. Computer-aided chemical engineering 2018 ;Volum 44. s. 625-630
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32 Bradford, Eric; Imsland, Lars Struen.
Stochastic Nonlinear Model Predictive Control Using Gaussian Processes. I: 2018 European Control Conference (ECC). IEEE 2018 ISBN 978-3-9524-2698-2. s. 1027-1034
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33 Haugen, Joakim; Imsland, Lars Struen.
Optimization-based motion planning for trawling. Journal of Marine Science and Technology 2018 s. 1-12
OCEAN NTNU Untitled
 
34 Schulze Spüntrup, Frederik; Imsland, Lars Struen.
Asset fleet management in the process industry - a conceptual model. 10th IFAC Symposium on Advanced Control of Chemical Processes; 2018-07-25 - 2018-07-27
NTNU Untitled
 
35 Schulze Spüntrup, Frederik; Imsland, Lars Struen.
Asset fleet management in the process industry - a conceptual model. IFAC Papers Online 2018 (ISBN 000-0-00-000000-0) ;Volum 51.8 s. IFAC-PapersOnLine(18)
NTNU Untitled
 
36 Schulze Spüntrup, Frederik; Imsland, Lars Struen.
Asset fleet management in the process industry - a conceptual model. IFAC-PapersOnLine 2018 ;Volum 51.(18) s. 281-286
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37 Schulze Spüntrup, Frederik; Imsland, Lars Struen; Londono, Juan G.; Skourup, Charlotte; Thornhill, Nina F..
Reliability improvement of compressors based on asset fleet reliability data. 3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production; 2018-05-30 - 2018-06-01
NTNU Untitled
 
38 Schulze Spüntrup, Frederik; Londono, Juan G.; Skourup, Charlotte; Thornhill, Nina F.; Imsland, Lars Struen.
Reliability improvement of compressors based on asset fleet reliability data. IFAC Papers Online 2018 (ISBN 000-0-00-000000-0) 8 s.
NTNU Untitled
 
39 Wu, Ouyang; Bouaswaig, Ala; Schneider, Stefan; Leira, Fernando; Imsland, Lars Struen; Roth, Matthias.
Data-driven degradation model for batch processes: a case study on heat exchanger fouling. 28th European Symposium on Computer-Aided Process Engineering (ESCAPE28); 2018-06-10 - 2018-06-13
NTNU Untitled
 
40 Wu, Ouyang; Bouaswaig, Ala; Schneider, Stefan; Leira, Fernando; Imsland, Lars Struen; Roth, Matthias.
Data-driven degradation model for batch processes: a case study on heat exchanger fouling. Computer-aided chemical engineering 2018 ;Volum 43. s. 139-144
NTNU Untitled
 
41 Åsnes, A.; Willersrud, Anders; Kretz, F; Imsland, Lars Struen.
Predictive maintenance and life cycle estimation for hydro power plants with real-time analytics. HYDRO 2018; 2018-10-15 - 2018-10-17
NTNU Untitled
 
2017
42 Albert, Anders; Imsland, Lars Struen.
Performance Bounds for Tracking Multiple Objects using a Single UAV. 2017 International Conference on Unmanned Aircraft Systems (ICUAS); 2017-06-13 - 2017-06-16
NTNU Untitled
 
43 Albert, Anders; Imsland, Lars Struen.
Performance Bounds for Tracking Multiple Objects using a Single UAV. I: 2017 International Conference on Unmanned Aircraft Systems. IEEE 2017 ISBN 978-1-5090-4495-5. s. 1539-1546
NTNU Untitled
 
44 Albert, Anders; Leira, Frederik Stendahl; Imsland, Lars Struen.
UAV path planning using MILP with experiments. Modeling, Identification and Control 2017 ;Volum 38.(1) s. 21-32
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45 Andersson, Leif Erik; Aftab, Muhammad Faisal; Scibilia, Francesco; Imsland, Lars Struen.
Forecasting using multivariate empirical mode decomposition — Applied to iceberg drift forecast. I: 2017 IEEE Conference on Control Technology and Applications (CCTA). IEEE conference proceedings 2017 ISBN 978-1-5090-2182-6. s. 1097-1103
NTNU Untitled
 
46 Andersson, Leif Erik; Aftab, Muhammad Faisal; Scibilia, Francesco; Imsland, Lars Struen.
Forecasting using multivariate empirical mode decomposition — Applied to iceberg drift forecast - presentation. Control Technology and Applications (CCTA); 2017-08-27 - 2017-08-30
NTNU Untitled
 
47 Andersson, Leif Erik; Brekke, Edmund Førland; Imsland, Lars Struen; Scibilia, Francesco.
Constrained Posterior Cram{\'e}r-Rao Bound for Discrete-Time Systems - presentation. 20th IFAC World Congress; 2017-07-09 - 2017-07-14
NTNU Untitled
 
48 Andersson, Leif Erik; Imsland, Lars Struen; Brekke, Edmund Førland; Scibilia, Francesco.
Constrained Posterior Cramér-Rao Bound for Discrete-Time Systems. IFAC-PapersOnLine 2017 ;Volum 50.(1) s. 3768-3773
NTNU Untitled
 
49 Andersson, Leif Erik; Scibilia, Francesco; Imsland, Lars Struen.
A study on an iceberg drift trajectory. I: ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology, Trondheim, Norway, June 25–30, 2017. ASME Press 2017 ISBN 978-0-7918-5776-2. s. -
NTNU Untitled
 
50 Andersson, Leif Erik; Scibilia, Francesco; Imsland, Lars Struen.
A study on an iceberg drift trajectory - presentation. ASME 2017 36th International Conference on Ocean; 2017-06-25 - 2017-06-30
NTNU Untitled
 
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