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L

Lars Imsland

department of engineering cybernetics

33H-index
248Paper Count
5.2KCitation Count
Published Papers 55
Publication Date
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A deep latent variable model for semi-supervised multi-unit soft sensing in industrial processes
errApplied Soft Computing
IF6.6
err2025-11-08
err0
errOAAI
errBjarne Grimstad; Kristian Løvland; Lars Struen Imsland; Vidar Gunnerud
errShare
errSave
A hierarchical framework for minimising emissions in hybrid gas-renewable energy systems under forecast uncertainty
errAPPLIED ENERGY
IF11
err2024-11-01
err0
PREAI
errHoang, Kiet Tuan; Thilker, Christian Ankerstjerne; Knudsen, Brage Rugstad; Imsland, Lars Struen
errShare
errSave
Probabilistic Forecasting-Based Stochastic Nonlinear Model Predictive Control for Power Systems With Intermittent Renewables and Energy Storage
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2024-07-01
err3
PREAI
errHoang, Kiet Tuan; Thilker, Christian Ankerstjerne; Knudsen, Brage Rugstad; Imsland, Lars
errShare
errSave
Physics-Informed Neural Networks with skip connections for modeling and
errAPPLIED SOFT COMPUTING
IF6.6
err2024-06-01
err0
errOAAI
errKittelsen, Jonas Ekeland; Antonelo, Eric Aislan; Camponogara, Eduardo; Imsland, Lars Struen
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errSave
Comparison of time-invariant and adaptive linear grey-box models for model predictive control of residential buildings
errBUILDING AND ENVIRONMENT
IF7.6
err2024-04-01
err6
errOAAI
errYu, Xingji; Ren, Zhengru; Liu, Peng; Imsland, Lars; Georges, Laurent
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errSave
Complementarity-constrained predictive control for efficient gas -balanced hybrid power systems
errIFAC PAPERSONLINE
IF0
err2024-01-01
err0
errOAAI
errHoang, Kiet Tuan; Knudsen, Brage Rugstad; Imsland, Lars Struen
errShare
errSave
Parameter and State Estimation of Managed Pressure Drilling System Using the Optimization-Based Supervisory Framework
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2023-11-01
err4
PREAI
errMolaei, Amirmasoud; Nikoofard, Amirhossein; Sedigh, Ali Khaki; Imsland, Lars
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errSave
Data-driven derivative-free trust-region model-based method for resource allocation problems
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-08-01
err2
errOAAI
errAndersen, Joakim R.; Imsland, Lars; Pavlov, Alexey
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errSave
A regularized Moving Horizon Estimator for combined state and parameter estimation in a bioprocess experimental application
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-04-01
err3
errOAAI
errTuveri, Andrea; Nakama, Caroline S. M.; Matias, Jose; Holck, Haakon Eng; Jaeschke, Johannes; Imsland, Lars; Bar, Nadav
errShare
errSave
A Survey on the Application of Machine Learning and Metaheuristic Algorithms for Intelligent Proxy Modeling in Reservoir Simulation
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-02-01
err21
errOAAI
errNg, Cuthbert Shang Wui; Amar, Menad Nait; Ghahfarokhi, Ashkan Jahanbani; Imsland, Lars Struen
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errSave
Passive learning to address nonstationarity in virtual flow metering applications
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-12-01
err3
errOAAI
errHotvedt, Mathilde; Grimstad, Bjarne A.; Imsland, Lars S.
errShare
errSave
Nonlinear Model Predictive Control of Electrical Submersible Pumps based on Echo State Networks
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2022-04-01
err13
PREAI
errJordanou, Jean P.; Osnes, Iver; Hernes, Sondre B.; Camponogara, Eduardo; Antonelo, Eric Aislan; Imsland, Lars
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errSave
Influence of data pre-processing and sensor dynamics on grey-box models for space-heating: Analysis using field measurements
errBUILDING AND ENVIRONMENT
IF7.6
err2022-03-01
err7
errOAAI
errYu, Xingji; Skeie, Kristian Stenerud; Knudsen, Michael Dahl; Ren, Zhengru; Imsland, Lars; Georges, Laurent
errShare
errSave
On gray-box modeling for virtual flow metering
errCONTROL ENGINEERING PRACTICE
IF4.6
err2022-01-01
err8
errOAAI
errHotvedt, Mathilde; Grimstad, Bjarne; Ljungquist, Dag; Imsland, Lars
errShare
errSave
Framework for produced water discharge management with flow-weighted mean concentration based economic model predictive control
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2022-01-01
err0
errOAAI
errIvo, Otavio Fonseca; Imsland, Lars Struen
errShare
errSave
Hierarchical nonlinear model predictive control of offshore hybrid power systems
errIFAC PAPERSONLINE
IF0
err2022-01-01
err3
errOAAI
errHoang, Kiet Tuan; Knudsen, Brage Rugstad; Imsland, Lars Struen
errShare
errSave
Bayesian neural networks for virtual flow metering: An empirical study
errAPPLIED SOFT COMPUTING
IF6.6
err2021-11-01
err13
errOAAI
errGrimstad, Bjarne; Hotvedt, Mathilde; Sandnes, Anders T.; Kolbjornsen, Odd; Imsland, Lars S.
errShare
errSave
Sensor fusion based on Extended and Unscented Kalman Filter for bioprocess monitoring
errJOURNAL OF PROCESS CONTROL
IF3.9
err2021-10-01
err13
errOAAI
errTuveri, Andrea; Perez-Garcia, Fernando; Lira-Parada, Pedro A.; Imsland, Lars; Bar, Nadav
errShare
errSave
A rolling horizon approach for scheduling of multiproduct batch production and maintenance using generalized disjunctive programming models
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2021-05-01
err10
PREAI
errWu, Ouyang; Dalle Ave, Giancarlo; Harjunkoski, Iiro; Imsland, Lars
errShare
errSave
Data pre-processing and optimization techniques for stochastic and deterministic low-order grey-box models of residential buildings
errENERGY AND BUILDINGS
IF7.1
err2021-04-01
err23
PREAI
errYu, Xingji; Georges, Laurent; Imsland, Lars
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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Thor I. Fossen
H-index: 78 · Papers: 414
F
Frank Allgöwer
H-index: 76 · Papers: 1.1K
T
Tor Arne Johansen
H-index: 70 · Papers: 783
C
Christoph Stiller
H-index: 57 · Papers: 453
N
Nina F. Thornhill
H-index: 44 · Papers: 269
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