Lars Imsland

About Lars Imsland

Lars Imsland, With an exceptional h-index of 37 and a recent h-index of 24 (since 2020), a distinguished researcher at Norges teknisk-naturvitenskaplige universitet, specializes in the field of Control and estimation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Comparison of time-invariant and adaptive linear grey-box models for model predictive control of residential buildings

Complementarity-constrained predictive control for efficient gas-balanced hybrid power systems

Neural networks informed by physics for modeling mass flow rate in a production wellbore

Heteroscedastic Bayesian optimisation for active power control of wind farms

Data-driven derivative-free trust-region model-based method for resource allocation problems

Reference optimisation of uncertain offshore hybrid power systems with multi-stage nonlinear model predictive control

Parameter and state estimation of managed pressure drilling system using the optimization-based supervisory framework

Probabilistic forecasting-based stochastic nonlinear model predictive control for power systems with intermittent renewables and energy storage

Lars Imsland Information

University

Position

Professor

Citations(all)

5922

Citations(since 2020)

2263

Cited By

4578

hIndex(all)

37

hIndex(since 2020)

24

i10Index(all)

98

i10Index(since 2020)

60

Email

University Profile Page

Norges teknisk-naturvitenskaplige universitet

Google Scholar

View Google Scholar Profile

Lars Imsland Skills & Research Interests

Control and estimation

Top articles of Lars Imsland

Title

Journal

Author(s)

Publication Date

Comparison of time-invariant and adaptive linear grey-box models for model predictive control of residential buildings

Building and Environment

Xingji Yu

Zhengru Ren

Peng Liu

Lars Imsland

Laurent Georges

2024/4/15

Complementarity-constrained predictive control for efficient gas-balanced hybrid power systems

arXiv preprint arXiv:2404.06813

Kiet Tuan Hoang

Brage Rugstad Knudsen

Lars Struen Imsland

2024/4/10

Neural networks informed by physics for modeling mass flow rate in a production wellbore

Engineering Applications of Artificial Intelligence

Luis Fernando Nazari

Eduardo Camponogara

Lars Struen Imsland

Laio Oriel Seman

2024/2/1

Heteroscedastic Bayesian optimisation for active power control of wind farms

IFAC-PapersOnLine

Kiet Tuan Hoang

Sjoerd Boersma

Ali Mesbah

Lars Imsland

2023/1/1

Data-driven derivative-free trust-region model-based method for resource allocation problems

Computers & Chemical Engineering

Joakim R Andersen

Lars Imsland

Alexey Pavlov

2023/8/1

Reference optimisation of uncertain offshore hybrid power systems with multi-stage nonlinear model predictive control

Kiet Tuan Hoang

Brage Rugstad Knudsen

Lars Imsland

2023/5/31

Parameter and state estimation of managed pressure drilling system using the optimization-based supervisory framework

IEEE Transactions on Control Systems Technology

Amirmasoud Molaei

Amirhossein Nikoofard

Ali Khaki Sedigh

Lars Imsland

2023/5/19

Probabilistic forecasting-based stochastic nonlinear model predictive control for power systems with intermittent renewables and energy storage

IEEE Transactions on Power Systems

Kiet Tuan Hoang

Christian Ankerstjerne Thilker

Brage Rugstad Knudsen

Lars Imsland

2023/12/20

A regularized Moving Horizon Estimator for combined state and parameter estimation in a bioprocess experimental application

Computers & Chemical Engineering

Andrea Tuveri

Caroline SM Nakama

José Matias

Haakon Eng Holck

Johannes Jäschke

...

2023/4/1

Tuning of Online Feedback Optimization for setpoint tracking in centrifugal compressors

arXiv preprint arXiv:2312.01996

Marta Zagorowska

Lukas Ortmann

Alisa Rupenyan

Mehmet Mercangoez

Lars Imsland

2023/12/4

A survey on the application of machine learning and metaheuristic algorithms for intelligent proxy modeling in reservoir simulation

Cuthbert Shang Wui Ng

Menad Nait Amar

Ashkan Jahanbani Ghahfarokhi

Lars Struen Imsland

2023/2/1

Progressor Transformation of Dynamical Systems and Application to Dynamic Optimization*

Trym Arve L Gabrielsen

Lars S Imsland

2023/8/16

Influence of data pre-processing and sensor dynamics on grey-box models for space-heating: Analysis using field measurements

Building and Environment

Xingji Yu

Kristian Stenerud Skeie

Michael Dahl Knudsen

Zhengru Ren

Lars Imsland

...

2022/3/15

Bioprocess monitoring: A moving horizon estimation experimental application

IFAC-PapersOnLine

Andrea Tuveri

Haakon Eng Holck

Caroline SM Nakama

José Matias

Johannes Jäschke

...

2022/1/1

Framework for produced water discharge management with flow-weighted mean concentration based economic model predictive control

Otávio Fonseca Ivo

Lars Struen Imsland

2022

Passive learning to address nonstationarity in virtual flow metering applications

Expert Systems With Applications

Mathilde Hotvedt

Bjarne A Grimstad

Lars S Imsland

2022/12/30

Economic and environmental impact of fouling in produced water re-injection

Otavio Fonseca Ivo

Lars Struen Imsland

2022/1/1

Adjustment formulas for learning causal steady-state models from closed-loop operational data

arXiv preprint arXiv:2211.05613

Kristian Løvland

Bjarne Grimstad

Lars Struen Imsland

2022/11/10

Adaptive Linear Grey-Box Models for Model Predictive Controller of Residential Buildings

E3S Web of Conferences

Xingji Yu

Laurent Georges

Lars Imsland

2022

When is gray-box modeling advantageous for virtual flow metering?

IFAC-PapersOnLine

Mathilde Hotvedt

B Grimstad

Dag Ljungquist

Lars Imsland

2022/1/1

See List of Professors in Lars Imsland University(Norges teknisk-naturvitenskaplige universitet)

Co-Authors

H-index: 86
Frank Allgöwer

Frank Allgöwer

Universität Stuttgart

H-index: 86
Thor I. Fossen

Thor I. Fossen

Norges teknisk-naturvitenskaplige universitet

H-index: 77
Tor Arne Johansen

Tor Arne Johansen

Norges teknisk-naturvitenskaplige universitet

H-index: 51
Rolf Findeisen

Rolf Findeisen

Otto-von-Guericke-Universität Magdeburg

H-index: 49
Olav Bolland

Olav Bolland

Norges teknisk-naturvitenskaplige universitet

H-index: 47
Bjarne Foss

Bjarne Foss

Norges teknisk-naturvitenskaplige universitet

academic-engine