Johannes Jäschke
Om
I work at the Department of Chemical Engineering, and I am currently heading the Process Systems Engineering group at NTNU.
Research interests
My research interests are within the field of process systems engineering, with a strong focus on modelling, numerical optimization and control. By linking methods from optimization and control theory, my goal is to systematically develop practically applicable solutions for operating process systems in a safe, reliable, and economical way.
Topics in this area include
- Optimization-driven methods for optimal operation and control strategies
- Real-time optimization and predictive control
- Quantitative data methods for optimization and control of process systems
Current research projects
- SensPATH -- Sensitivity-based Path-following for Robust Economic Model Predictive Control, FRINATEK Project funded by the Norwegian Research Council
- AutoPRO -- Digitalization for Autonomous Prognosis and Production Optimization in Offshore Production Systems, Norway-China collaboration project funded by the Norwegian research councl and MOST
- Drifting Twins, Funded within the SUBPRO center for research-based innovation SUBPRO SFI
- Experimental validation of operational strategies for extending the remaining useful life of subsea processing systems, Funded within the SUBPRO center for research-based innovation SUBPRO SFI
- Model-based optimization for large-scale process systems, Funded within the Center for Environmentally Friendly Energy HighEFF (with SINTEF)
Awards
- Member of the Outstanding Academic Fellows Program at NTNU 2014-2018
Other
- Member of the board of the Department of Chemical engineering at NTNU
Publikasjoner
2024
-
Fredriksen, Marius;
David de Oliveira, Rafael;
Martins Nakama, Caroline Satye;
Jäschke, Johannes.
(2024)
Model Predictive Control of bioreactors based on a reformulation of dynamic metabolic network models.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
David de Oliveira, Rafael;
Altamiranda, Edmary;
Jäschke, Johannes.
(2024)
Fault detection and diagnosis on a gas-lifted oil well network control system.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Tuhi, Farhana Yasmine;
Fredriksen, Marius;
Jäschke, Johannes;
Bucelli, Marta;
Liu, Yiliu.
(2024)
Accidents Review And Control Assessment
For Reliable Operation Of PEM Water Electrolyzer Stacks.
Polish Safety and Reliability Association
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2024)
Closed-loop training of static output feedback neural network controllers for large systems: A distillation case study.
Journal of Process Control
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2024)
Closed-loop optimisation of neural networks for the design of feedback policies under uncertainty.
Journal of Process Control
Vitenskapelig artikkel
-
Krog, Halvor Aarnes;
Jäschke, Johannes.
(2024)
A simple and fast robust nonlinear model predictive control heuristic using n-steps-ahead uncertainty predictions for back-off calculations.
Journal of Process Control
Vitenskapelig artikkel
2023
-
de Pádua Agripa Sales, Leonardo;
Stanko Wolf, Milan Edvard;
Jäschke, Johannes Ernst Peter.
(2023)
Superstructure optimization of subsea processing layouts.
Journal of Petroleum Exploration and Production Technology
Vitenskapelig artikkel
-
de Azevedo Delou, Pedro;
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes;
de Souza, Maurício B.;
Secchi, Argimiro R..
(2023)
Steady-state real-time optimization using transient measurements and approximated Hammerstein dynamic model: A proof of concept in an experimental rig.
Journal of Process Control
Vitenskapelig artikkel
-
Tuveri, Andrea;
Martins Nakama, Caroline Satye;
Assumpcao Matias, Jose Otavio;
Holck, Haakon Eng;
Jäschke, Johannes;
Imsland, Lars Struen.
(2023)
A regularized Moving Horizon Estimator for combined state and parameter estimation in a bioprocess experimental application.
Computers and Chemical Engineering
Vitenskapelig artikkel
-
Martins Nakama, Caroline Satye;
Knudsen, Brage Rugstad;
Tysland, Agnes Camilla;
Jäschke, Johannes.
(2023)
A simple dynamic optimization-based approach for sizing thermal energy storage using process data.
Energy
Vitenskapelig artikkel
-
Kungurtsev, Vyacheslav;
Jäschke, Johannes.
(2023)
Pathfollowing for parametric mathematical programs with complementarity constraints.
Optimization and Engineering
Vitenskapelig artikkel
-
Mdoe, Zawadi Ntengua;
Krishnamoorthy, Dinesh;
Jäschke, Johannes.
(2023)
Stability properties of the adaptive horizon multi-stage MPC.
Journal of Process Control
Vitenskapelig artikkel
-
David de Oliveira, Rafael;
Krog, Halvor Aarnes;
Jäschke, Johannes.
(2023)
Sensor bias detection, isolation, and estimation in a subsea pump system.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Turan, Evren Mert;
Lia, Maren Sofie;
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes.
(2023)
Experimental validation of modifier adaptation and Gaussian processes for real time optimisation.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2023)
A simple two-parameter steady-state detection algorithm: Concept and experimental validation.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Bjorvand, Simen;
Jäschke, Johannes.
(2023)
Improving Primal Decomposition for Multistage MPC Using an Extended Newton Method.
IEEE Control Systems Letters
Vitenskapelig artikkel
-
Krog, Halvor Aarnes;
Jäschke, Johannes.
(2023)
The Simple Solution for Nonlinear State Estimation of Ill-Conditioned Systems: The Normalized Unscented Kalman Filter .
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Krog, Halvor Aarnes;
Jäschke, Johannes.
(2023)
Systematic Estimation of Noise Statistics for Nonlinear State Estimators by Parametric Uncertainty.
Industrial & Engineering Chemistry Research
Vitenskapelig artikkel
2022
-
Krog, Halvor Aarnes;
Jäschke, Johannes.
(2022)
Systematic Estimation of Noise Statistics for Nonlinear Kalman Filters.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Mdoe, Zawadi Ntengua;
Thombre, Mandar Nitin;
Jäschke, Johannes Ernst Peter.
(2022)
Data-driven online scenario selection for multistage NMPC.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Turan, Evren Mert;
Kannan, Rohit;
Jäschke, Johannes.
(2022)
Design of PID controllers using semi-infinite programming.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2022)
Designing neural network control policies under parametric uncertainty: A Koopman operator approach.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Mdoe, Zawadi Ntengua;
Thombre, Mandar Nitin;
Jäschke, Johannes.
(2022)
Data-driven online scenario selection for multistage NMPC.
Elsevier
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Tuveri, Andrea;
Eng Holck, Haakon;
Nakama, Caroline Satye;
Matias, José O.A.;
Jäschke, Johannes;
Imsland, Lars Struen.
(2022)
Bioprocess Monitoring: A Moving Horizon Estimation Experimental Application.
IFAC-PapersOnLine
Short communication
-
Nakama, Caroline Satye;
Tysland, Agnes Camilla;
Knudsen, Brage Rugstad;
Jäschke, Johannes.
(2022)
Simultaneous Optimal Operation and Design of a Thermal Energy Storage Tank for District Heating Systems with Varying Energy Source.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Martins Nakama, Caroline Satye;
Maxwell, Peter;
Jäschke, Johannes.
(2022)
Path-following for parametric MPCC: a flash tank case study.
Computer-aided chemical engineering
Short communication
-
Martins Nakama, Caroline Satye;
Jäschke, Johannes.
(2022)
Analysis of control models based on dFBA for fed-batch bioreactors solved by interior-point methods.
IFAC-PapersOnLine
Short communication
-
Sales, Leonardo;
Jäschke, Johannes;
Stanko, Milan .
(2022)
Designing Subsea Processing Systems Using a Hybrid Genetic Algorithm.
The American Society of Mechanical Engineers (ASME)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Assumpcao Matias, Jose Otavio;
Oliveira, Julio P.C.;
Le Roux, Galo A. C.;
Jäschke, Johannes.
(2022)
Steady-state real-time optimization using transient measurements on an experimental rig
.
Journal of Process Control
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Yemane Ghebredngl, Salmon;
Jäschke, Johannes.
(2022)
Health-aware control using hybrid models applied to a gas-lifted oil well network.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Myrvang, Frida Bakken;
Jäschke, Johannes.
(2022)
Implementation of Extremum Seeking Control in an Experimental Lab-Rig.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes.
(2022)
From-scratch development and improvement of a problem-based learning course: Nonlinear Model Predictive Control for Chemical and Biochemical Processes.
IFAC-PapersOnLine
Vitenskapelig artikkel
2021
-
Sales, Leonardo de Pádua Agripa;
Jäschke, Johannes;
Stanko, Milan .
(2021)
Early field planning using optimisation and considering uncertainties - Study case: Offshore deepwater field in Brazil.
Journal of Petroleum Science and Engineering
Vitenskapelig artikkel
-
Rúa, Jairo;
Verheyleweghen, Adriaen;
Jäschke, Johannes;
Nord, Lars O..
(2021)
Optimal scheduling of flexible thermal power plants with lifetime enhancement under uncertainty.
Applied Thermal Engineering
Vitenskapelig artikkel
-
Liu, Xingheng;
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes;
Vatn, Jørn.
(2021)
Gibbs sampler for noisy Transformed Gamma process: Inference and remaining useful life estimation.
Reliability Engineering & System Safety
Vitenskapelig artikkel
-
Rizwan, Md;
Alstad, Vidar;
Jäschke, Johannes.
(2021)
Design considerations for industrial water electrolyzer plants.
International Journal of Hydrogen Energy
Vitenskapelig artikkel
-
Thombre, Mandar Nitin;
(Joyce) Yu, Zhou;
Jäschke, Johannes;
Biegler, Lorenz T..
(2021)
Sensitivity-Assisted multistage nonlinear model predictive control: Robustness, stability and computational efficiency.
Computers and Chemical Engineering
Vitenskapelig artikkel
-
Mdoe, Zawadi Ntengua;
Krishnamoorthy, Dinesh;
Jäschke, Johannes.
(2021)
Adaptive Horizon Multistage Nonlinear Model Predictive Control.
American Control Conference (ACC)
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2021)
Multiple shooting for training neural differential equations on time series.
IEEE Control Systems Letters
Vitenskapelig artikkel
-
Jahren, Jan Henrik;
Assumpcao Matias, Jose Otavio;
Jaeschke, Johannes.
(2021)
Data-driven modelling of choke valve erosion using data simulated from a first principles model.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2021)
Classification of undesirable events in oil well operation.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2020
-
Assumpcao Matias, Jose Otavio;
Ågotnes, Joachim Alexander Hauge;
Jäschke, Johannes.
(2020)
Health-aware advanced control applied to a gas-lifted oil well network.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes.
(2020)
Online Model Maintenance in Real-time Optimization Methods.
Computers and Chemical Engineering
Vitenskapelig artikkel
-
Suwartadi, I Dewa Putu Eka;
Kungurtsev, Vyacheslav;
Jäschke, Johannes.
(2020)
Fast sensitivity-based economic model predictive control for degenerate systems.
Journal of Process Control
Vitenskapelig artikkel
-
Krishnamoorthy, Dinesh;
Biegler, Lorenz T.;
Jäschke, Johannes.
(2020)
Adaptive horizon economic nonlinear model predictive control.
Journal of Process Control
Vitenskapelig artikkel
-
Pérez-Piñeiro, David;
Nikolakopoulou, Anastasia;
Jäschke, Johannes;
Braatz, Richard D..
(2020)
Self-Optimizing Control of a Continuous-Flow Pharmaceutical Manufacturing Plant.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Bikmukhametov, Timur;
Jäschke, Johannes.
(2020)
Combining machine learning and process engineering physics towards enhanced accuracy and explainability of data-driven models.
Computers and Chemical Engineering
Vitenskapelig artikkel
-
Thombre, Mandar;
Prakash, Sandeep;
Knudsen, Brage Rugstad;
Jäschke, Johannes.
(2020)
Optimizing the Capacity of Thermal Energy Storage in Industrial Clusters.
Elsevier
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Thombre, Mandar;
Mdoe, Zawadi Ntengua;
Jäschke, Johannes.
(2020)
Data-Driven Robust Optimal Operation of Thermal Energy Storage in Industrial Clusters
.
Processes
Vitenskapelig artikkel
2019
-
Das, Tamal;
Jäschke, Johannes.
(2019)
Simplified First-Principles Model of a Compact Flotation Unit for Use in Optimization and Control.
Industrial & Engineering Chemistry Research
Vitenskapelig artikkel
-
Das, Tamal;
Heggheim, Sindre Johan;
Dudek, Marcin;
Verheyleweghen, Adriaen;
Jäschke, Johannes.
(2019)
Optimal Operation of a Subsea Separation System Including a Coalescence Based Gravity Separator Model and a Produced Water Treatment Section.
Industrial & Engineering Chemistry Research
Vitenskapelig artikkel
-
Matias, José O.A.;
Jäschke, Johannes.
(2019)
Using a neural network for estimating plant gradients in real-time optimization with modifier adaptation.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Dias, Ana Carolina Spindola Rangel;
Soares, Felipo Rojas;
Jäschke, Johannes;
de Souza, Mauricio Bezerra;
Pinto, Jose Carlos.
(2019)
Extracting Valuable Information from Big Data for Machine Learning Control: An Application for a Gas Lift Process.
Processes
Vitenskapelig artikkel
-
Bikmukhametov, Timur;
Jäschke, Johannes.
(2019)
First principles and machine learning virtual flow metering: A literature review.
Journal of Petroleum Science and Engineering
Vitenskapelig oversiktsartikkel/review
-
Bikmukhametov, Timur;
Jäschke, Johannes.
(2019)
Oil Production Monitoring using Gradient Boosting Machine Learning Algorithm.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Thombre, Mandar;
Krishnamoorthy, Dinesh;
Jäschke, Johannes.
(2019)
Data-driven Online Adaptation of the Scenario-tree in Multistage Model Predictive Control.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Verheyleweghen, Adriaen;
Srivastav, Himanshu;
Barros, Anne;
Jäschke, Johannes.
(2019)
Combined Maintenance Scheduling and Production Optimization.
Research Publishing Services
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes.
(2019)
Online Model Maintenance via Output Modifier Adaptation.
Industrial & Engineering Chemistry Research
Vitenskapelig artikkel
2018
-
Verheyleweghen, Adriaen;
Jaeschke, Johannes.
(2018)
Self-Optimizing Control of an LNG Liquefaction Plant.
Journal of Process Control
Vitenskapelig artikkel
-
Das, Tamal;
Jäschke, Johannes.
(2018)
Modeling and control of an inline deoiling hydrocyclone *.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Krishnamoorthy, Dinesh;
Suwartadi, Eka;
Foss, Bjarne Anton;
Skogestad, Sigurd;
Jäschke, Johannes.
(2018)
Improving Scenario Decomposition for Multistage MPC using a Sensitivity-based Path-following Algorithm.
IEEE Control Systems Letters
Vitenskapelig artikkel
-
Krishnamoorthy, Dinesh;
Suwartadi, Eka;
Foss, Bjarne Anton;
Skogestad, Sigurd;
Jäschke, Johannes.
(2018)
Improving Scenario Decomposition for Multistage MPC using a Sensitivity-based Path-following Algorithm
.
Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes
Vitenskapelig artikkel
-
Bikmukhametov, Timur;
Stanko, Milan ;
Jäschke, Johannes.
(2018)
Statistical analysis of effect of sensor degradation and heat transfer modeling on multiphase flowrate estimates from a virtual flow meter.
Society of Petroleum Engineers
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Suwartadi, Eka;
Krishnamoorthy, Dinesh;
Jaeschke, Johannes.
(2018)
Fast Economic Model Predictive Control for a Gas Lifted Well Network.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Le Roux, Galo AC;
Jaeschke, Johannes.
(2018)
Modifier adaptation for real-time optimization of a gas lifted well network.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Suwartadi, Eka;
Jäschke, Johannes.
(2018)
Fast Sensitivity-Based Nonlinear Economic Model Predictive Control with Degenerate NLP.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Krishnamoorthy, Dinesh;
Thombre, Mandar;
Skogestad, Sigurd;
Jäschke, Johannes.
(2018)
Data-driven Scenario Selection for Multistage Robust Model Predictive Control.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Verheyleweghen, Adriaen;
Jäschke, Johannes.
(2018)
Oil production optimization of several wells subject to choke degradation.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Stechlinski, Peter;
Jaeschke, Johannes;
Barton, Paul I..
(2018)
Generalized sensitivity analysis of nonlinear programs using a sequence of quadratic programs.
Optimization
Vitenskapelig artikkel
2017
-
Verheyleweghen, Adriaen;
Jaeschke, Johannes.
(2017)
Framework for Combined Diagnostics, Prognostics and Optimal Operation of a Subsea Gas Compression System.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Suwartadi, Eka;
Kungurtsev, Vyacheslav;
Jaschke, Johannes.
(2017)
Sensitivity-Based Economic NMPC with a Path-Following Approach.
Processes
Vitenskapelig artikkel
-
Kungurtsev, Vyacheslav;
Jaschke, Johannes.
(2017)
A Predictor-Corrector Path-Following Algorithm for Dual-Degenerate Parametric Optimization Problems
.
SIAM Journal on Optimization
Vitenskapelig artikkel
-
Das, Tamal;
Backi, Christoph Josef;
Jaschke, Johannes.
(2017)
A model for subsea oil-water gravity separator to estimate unmeasured disturbances.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Jaschke, Johannes;
Cao, Yi;
Kariwala, Vinay Kumar.
(2017)
Self-optimizing control - A survey.
Annual Reviews in Control
Vitenskapelig oversiktsartikkel/review
2016
-
Das, Tamal;
Jäschke, Johannes Ernst Peter.
(2016)
A Simplified Dynamic Model of a Continuous Subsea Oil-Water Gravity Separator for Estimation of Unmeasurable Oil and Water Purities.
Annual meeting - American Institute of Chemical Engineers
Sammendrag/abstract
-
Das, Tamal;
Tyvold, Preben Furst;
Jäschke, Johannes Ernst Peter.
(2016)
Modelling and optimization of compact subsea liquid-liquid
separation system.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
de Oliveira, Vinicius;
Jaschke, Johannes;
Skogestad, Sigurd.
(2016)
Null-space method for optimal operation of transient processes.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Verheyleweghen, Adriaen;
Jäschke, Johannes Ernst Peter.
(2016)
Self-Optimizing Control of a Two-Stage Refrigeration Cycle.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
de Oliveira, Vinicius;
Jäschke, Johannes Ernst Peter;
Skogestad, Sigurd.
(2016)
Optimal operation of energy storage in buildings: Use of the hot water system.
Journal of Energy Storage
Vitenskapelig artikkel
2015
-
Graciano, Jose Eduardo A;
Jaschke, Johannes;
Le Roux, Galo AC;
Biegler, LT.
(2015)
Integrating self-optimizing control and real-time optimization using zone control MPC.
Journal of Process Control
Vitenskapelig artikkel
-
de Oliveira, Vinicius;
Jaschke, Johannes;
Skogestad, Sigurd.
(2015)
An autonomous approach for driving systems towards their limit: An intelligent adaptive anti-slug control system for production maximization.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
de Oliveira, Vinicius;
Jaschke, Johannes;
Skogestad, Sigurd.
(2015)
Neighbouring-extremal control for steady-state optimization using noisy measurements.
IFAC-PapersOnLine
Vitenskapelig artikkel
2014
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2014)
A self-optimizing strategy for optimal operation of a preheating train for a crude oil unit.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2014)
Optimal operation of heat exchanger networks with stream split: Only temperature measurements are required.
Computers and Chemical Engineering
Vitenskapelig artikkel
-
Jaschke, Johannes;
Yang, X;
Biegler, LT.
(2014)
Fast economic model predictive control based on NLP-sensitivities.
Journal of Process Control
Vitenskapelig artikkel
2013
-
Minasidis, Vladimiros;
Jaschke, Johannes;
Skogestad, Sigurd.
(2013)
, Economic Plantwide Control: Automated Controlled Variable Selection for a Reactor-Separator-Recycle Process.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2013)
Using Process Data for Finding Self-Optimizing Controlled Variables.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
-
de Oliveira, Vinicius;
Jaschke, Johannes;
Skogestad, Sigurd.
(2013)
Dynamic Online Optimization of a House Heating System in a Fluctuating Energy Price Scenario.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
2012
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2012)
Optimal controlled variables for polynomial systems.
Journal of Process Control
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2012)
Economically Optimal Controlled Variables for Parallel Units - Application to Chemical Reactors.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
2011
-
Jaschke, Johannes;
Fikar, Miroslav;
Skogestad, Sigurd.
(2011)
Self-optimizing Invariants in Dynamic Optimization.
Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2011)
Measurements Polynomials as Controlled Variables.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2011)
Measurement Polynomials as Controlled Variables - Exercises.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2011)
NCO tracking and self-optimizing control in the context of real-time optimization.
Journal of Process Control
Vitenskapelig artikkel
-
Skogestad, Sigurd;
Yelchuru, Ramprasad;
Jaschke, Johannes.
(2011)
Optimal use of measurements for control, optimization and estimation using the loss method: Summary of existing results and some new.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2011)
Optimal operation by controlling the gradient to zero.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2011)
Controlled Variables from Optimal Operation Data.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Jaschke, Johannes.
(2011)
Invariants for Optimal Operation of Process Systems.
Institutt for kjemisk prosessteknologi, NTNU
Doktorgradsavhandling
2010
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2010)
Self-optimizing Control and NCO tracking in the Context of Real-Time Optimizaton.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
2009
-
Jaschke, Johannes;
Smedsrud, Helge;
Skogestad, Sigurd;
Manum, Henrik.
(2009)
Optimal Operation of a Waste Incineration Plant for Districk Heating.
American Control Conference (ACC)
Vitenskapelig artikkel
-
Manum, Henrik;
Skogestad, Sigurd;
Jaschke, Johannes.
(2009)
Convex initialization of the H2-optimal static output feedback problem.
American Control Conference (ACC)
Vitenskapelig artikkel
2008
-
Jaschke, Johannes;
Narasimhan, Sridharakumar;
Skogestad, Sigurd.
(2008)
Explicit real-time optimization.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Fredriksen, Marius;
David de Oliveira, Rafael;
Martins Nakama, Caroline Satye;
Jäschke, Johannes.
(2024)
Model Predictive Control of bioreactors based on a reformulation of dynamic metabolic network models.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
David de Oliveira, Rafael;
Altamiranda, Edmary;
Jäschke, Johannes.
(2024)
Fault detection and diagnosis on a gas-lifted oil well network control system.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2024)
Closed-loop training of static output feedback neural network controllers for large systems: A distillation case study.
Journal of Process Control
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2024)
Closed-loop optimisation of neural networks for the design of feedback policies under uncertainty.
Journal of Process Control
Vitenskapelig artikkel
-
Krog, Halvor Aarnes;
Jäschke, Johannes.
(2024)
A simple and fast robust nonlinear model predictive control heuristic using n-steps-ahead uncertainty predictions for back-off calculations.
Journal of Process Control
Vitenskapelig artikkel
-
de Pádua Agripa Sales, Leonardo;
Stanko Wolf, Milan Edvard;
Jäschke, Johannes Ernst Peter.
(2023)
Superstructure optimization of subsea processing layouts.
Journal of Petroleum Exploration and Production Technology
Vitenskapelig artikkel
-
de Azevedo Delou, Pedro;
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes;
de Souza, Maurício B.;
Secchi, Argimiro R..
(2023)
Steady-state real-time optimization using transient measurements and approximated Hammerstein dynamic model: A proof of concept in an experimental rig.
Journal of Process Control
Vitenskapelig artikkel
-
Tuveri, Andrea;
Martins Nakama, Caroline Satye;
Assumpcao Matias, Jose Otavio;
Holck, Haakon Eng;
Jäschke, Johannes;
Imsland, Lars Struen.
(2023)
A regularized Moving Horizon Estimator for combined state and parameter estimation in a bioprocess experimental application.
Computers and Chemical Engineering
Vitenskapelig artikkel
-
Martins Nakama, Caroline Satye;
Knudsen, Brage Rugstad;
Tysland, Agnes Camilla;
Jäschke, Johannes.
(2023)
A simple dynamic optimization-based approach for sizing thermal energy storage using process data.
Energy
Vitenskapelig artikkel
-
Kungurtsev, Vyacheslav;
Jäschke, Johannes.
(2023)
Pathfollowing for parametric mathematical programs with complementarity constraints.
Optimization and Engineering
Vitenskapelig artikkel
-
Mdoe, Zawadi Ntengua;
Krishnamoorthy, Dinesh;
Jäschke, Johannes.
(2023)
Stability properties of the adaptive horizon multi-stage MPC.
Journal of Process Control
Vitenskapelig artikkel
-
David de Oliveira, Rafael;
Krog, Halvor Aarnes;
Jäschke, Johannes.
(2023)
Sensor bias detection, isolation, and estimation in a subsea pump system.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Turan, Evren Mert;
Lia, Maren Sofie;
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes.
(2023)
Experimental validation of modifier adaptation and Gaussian processes for real time optimisation.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2023)
A simple two-parameter steady-state detection algorithm: Concept and experimental validation.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Bjorvand, Simen;
Jäschke, Johannes.
(2023)
Improving Primal Decomposition for Multistage MPC Using an Extended Newton Method.
IEEE Control Systems Letters
Vitenskapelig artikkel
-
Krog, Halvor Aarnes;
Jäschke, Johannes.
(2023)
The Simple Solution for Nonlinear State Estimation of Ill-Conditioned Systems: The Normalized Unscented Kalman Filter .
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Krog, Halvor Aarnes;
Jäschke, Johannes.
(2023)
Systematic Estimation of Noise Statistics for Nonlinear State Estimators by Parametric Uncertainty.
Industrial & Engineering Chemistry Research
Vitenskapelig artikkel
-
Krog, Halvor Aarnes;
Jäschke, Johannes.
(2022)
Systematic Estimation of Noise Statistics for Nonlinear Kalman Filters.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Mdoe, Zawadi Ntengua;
Thombre, Mandar Nitin;
Jäschke, Johannes Ernst Peter.
(2022)
Data-driven online scenario selection for multistage NMPC.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Turan, Evren Mert;
Kannan, Rohit;
Jäschke, Johannes.
(2022)
Design of PID controllers using semi-infinite programming.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2022)
Designing neural network control policies under parametric uncertainty: A Koopman operator approach.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Tuveri, Andrea;
Eng Holck, Haakon;
Nakama, Caroline Satye;
Matias, José O.A.;
Jäschke, Johannes;
Imsland, Lars Struen.
(2022)
Bioprocess Monitoring: A Moving Horizon Estimation Experimental Application.
IFAC-PapersOnLine
Short communication
-
Nakama, Caroline Satye;
Tysland, Agnes Camilla;
Knudsen, Brage Rugstad;
Jäschke, Johannes.
(2022)
Simultaneous Optimal Operation and Design of a Thermal Energy Storage Tank for District Heating Systems with Varying Energy Source.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Martins Nakama, Caroline Satye;
Maxwell, Peter;
Jäschke, Johannes.
(2022)
Path-following for parametric MPCC: a flash tank case study.
Computer-aided chemical engineering
Short communication
-
Martins Nakama, Caroline Satye;
Jäschke, Johannes.
(2022)
Analysis of control models based on dFBA for fed-batch bioreactors solved by interior-point methods.
IFAC-PapersOnLine
Short communication
-
Assumpcao Matias, Jose Otavio;
Oliveira, Julio P.C.;
Le Roux, Galo A. C.;
Jäschke, Johannes.
(2022)
Steady-state real-time optimization using transient measurements on an experimental rig
.
Journal of Process Control
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Yemane Ghebredngl, Salmon;
Jäschke, Johannes.
(2022)
Health-aware control using hybrid models applied to a gas-lifted oil well network.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Myrvang, Frida Bakken;
Jäschke, Johannes.
(2022)
Implementation of Extremum Seeking Control in an Experimental Lab-Rig.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes.
(2022)
From-scratch development and improvement of a problem-based learning course: Nonlinear Model Predictive Control for Chemical and Biochemical Processes.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Sales, Leonardo de Pádua Agripa;
Jäschke, Johannes;
Stanko, Milan .
(2021)
Early field planning using optimisation and considering uncertainties - Study case: Offshore deepwater field in Brazil.
Journal of Petroleum Science and Engineering
Vitenskapelig artikkel
-
Rúa, Jairo;
Verheyleweghen, Adriaen;
Jäschke, Johannes;
Nord, Lars O..
(2021)
Optimal scheduling of flexible thermal power plants with lifetime enhancement under uncertainty.
Applied Thermal Engineering
Vitenskapelig artikkel
-
Liu, Xingheng;
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes;
Vatn, Jørn.
(2021)
Gibbs sampler for noisy Transformed Gamma process: Inference and remaining useful life estimation.
Reliability Engineering & System Safety
Vitenskapelig artikkel
-
Rizwan, Md;
Alstad, Vidar;
Jäschke, Johannes.
(2021)
Design considerations for industrial water electrolyzer plants.
International Journal of Hydrogen Energy
Vitenskapelig artikkel
-
Thombre, Mandar Nitin;
(Joyce) Yu, Zhou;
Jäschke, Johannes;
Biegler, Lorenz T..
(2021)
Sensitivity-Assisted multistage nonlinear model predictive control: Robustness, stability and computational efficiency.
Computers and Chemical Engineering
Vitenskapelig artikkel
-
Mdoe, Zawadi Ntengua;
Krishnamoorthy, Dinesh;
Jäschke, Johannes.
(2021)
Adaptive Horizon Multistage Nonlinear Model Predictive Control.
American Control Conference (ACC)
Vitenskapelig artikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2021)
Multiple shooting for training neural differential equations on time series.
IEEE Control Systems Letters
Vitenskapelig artikkel
-
Jahren, Jan Henrik;
Assumpcao Matias, Jose Otavio;
Jaeschke, Johannes.
(2021)
Data-driven modelling of choke valve erosion using data simulated from a first principles model.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Ågotnes, Joachim Alexander Hauge;
Jäschke, Johannes.
(2020)
Health-aware advanced control applied to a gas-lifted oil well network.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes.
(2020)
Online Model Maintenance in Real-time Optimization Methods.
Computers and Chemical Engineering
Vitenskapelig artikkel
-
Suwartadi, I Dewa Putu Eka;
Kungurtsev, Vyacheslav;
Jäschke, Johannes.
(2020)
Fast sensitivity-based economic model predictive control for degenerate systems.
Journal of Process Control
Vitenskapelig artikkel
-
Krishnamoorthy, Dinesh;
Biegler, Lorenz T.;
Jäschke, Johannes.
(2020)
Adaptive horizon economic nonlinear model predictive control.
Journal of Process Control
Vitenskapelig artikkel
-
Pérez-Piñeiro, David;
Nikolakopoulou, Anastasia;
Jäschke, Johannes;
Braatz, Richard D..
(2020)
Self-Optimizing Control of a Continuous-Flow Pharmaceutical Manufacturing Plant.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Bikmukhametov, Timur;
Jäschke, Johannes.
(2020)
Combining machine learning and process engineering physics towards enhanced accuracy and explainability of data-driven models.
Computers and Chemical Engineering
Vitenskapelig artikkel
-
Thombre, Mandar;
Mdoe, Zawadi Ntengua;
Jäschke, Johannes.
(2020)
Data-Driven Robust Optimal Operation of Thermal Energy Storage in Industrial Clusters
.
Processes
Vitenskapelig artikkel
-
Das, Tamal;
Jäschke, Johannes.
(2019)
Simplified First-Principles Model of a Compact Flotation Unit for Use in Optimization and Control.
Industrial & Engineering Chemistry Research
Vitenskapelig artikkel
-
Das, Tamal;
Heggheim, Sindre Johan;
Dudek, Marcin;
Verheyleweghen, Adriaen;
Jäschke, Johannes.
(2019)
Optimal Operation of a Subsea Separation System Including a Coalescence Based Gravity Separator Model and a Produced Water Treatment Section.
Industrial & Engineering Chemistry Research
Vitenskapelig artikkel
-
Matias, José O.A.;
Jäschke, Johannes.
(2019)
Using a neural network for estimating plant gradients in real-time optimization with modifier adaptation.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Dias, Ana Carolina Spindola Rangel;
Soares, Felipo Rojas;
Jäschke, Johannes;
de Souza, Mauricio Bezerra;
Pinto, Jose Carlos.
(2019)
Extracting Valuable Information from Big Data for Machine Learning Control: An Application for a Gas Lift Process.
Processes
Vitenskapelig artikkel
-
Bikmukhametov, Timur;
Jäschke, Johannes.
(2019)
First principles and machine learning virtual flow metering: A literature review.
Journal of Petroleum Science and Engineering
Vitenskapelig oversiktsartikkel/review
-
Bikmukhametov, Timur;
Jäschke, Johannes.
(2019)
Oil Production Monitoring using Gradient Boosting Machine Learning Algorithm.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Thombre, Mandar;
Krishnamoorthy, Dinesh;
Jäschke, Johannes.
(2019)
Data-driven Online Adaptation of the Scenario-tree in Multistage Model Predictive Control.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Jäschke, Johannes.
(2019)
Online Model Maintenance via Output Modifier Adaptation.
Industrial & Engineering Chemistry Research
Vitenskapelig artikkel
-
Verheyleweghen, Adriaen;
Jaeschke, Johannes.
(2018)
Self-Optimizing Control of an LNG Liquefaction Plant.
Journal of Process Control
Vitenskapelig artikkel
-
Das, Tamal;
Jäschke, Johannes.
(2018)
Modeling and control of an inline deoiling hydrocyclone *.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Krishnamoorthy, Dinesh;
Suwartadi, Eka;
Foss, Bjarne Anton;
Skogestad, Sigurd;
Jäschke, Johannes.
(2018)
Improving Scenario Decomposition for Multistage MPC using a Sensitivity-based Path-following Algorithm.
IEEE Control Systems Letters
Vitenskapelig artikkel
-
Krishnamoorthy, Dinesh;
Suwartadi, Eka;
Foss, Bjarne Anton;
Skogestad, Sigurd;
Jäschke, Johannes.
(2018)
Improving Scenario Decomposition for Multistage MPC using a Sensitivity-based Path-following Algorithm
.
Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes
Vitenskapelig artikkel
-
Suwartadi, Eka;
Krishnamoorthy, Dinesh;
Jaeschke, Johannes.
(2018)
Fast Economic Model Predictive Control for a Gas Lifted Well Network.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Assumpcao Matias, Jose Otavio;
Le Roux, Galo AC;
Jaeschke, Johannes.
(2018)
Modifier adaptation for real-time optimization of a gas lifted well network.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Suwartadi, Eka;
Jäschke, Johannes.
(2018)
Fast Sensitivity-Based Nonlinear Economic Model Predictive Control with Degenerate NLP.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Krishnamoorthy, Dinesh;
Thombre, Mandar;
Skogestad, Sigurd;
Jäschke, Johannes.
(2018)
Data-driven Scenario Selection for Multistage Robust Model Predictive Control.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Verheyleweghen, Adriaen;
Jäschke, Johannes.
(2018)
Oil production optimization of several wells subject to choke degradation.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Stechlinski, Peter;
Jaeschke, Johannes;
Barton, Paul I..
(2018)
Generalized sensitivity analysis of nonlinear programs using a sequence of quadratic programs.
Optimization
Vitenskapelig artikkel
-
Verheyleweghen, Adriaen;
Jaeschke, Johannes.
(2017)
Framework for Combined Diagnostics, Prognostics and Optimal Operation of a Subsea Gas Compression System.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Suwartadi, Eka;
Kungurtsev, Vyacheslav;
Jaschke, Johannes.
(2017)
Sensitivity-Based Economic NMPC with a Path-Following Approach.
Processes
Vitenskapelig artikkel
-
Kungurtsev, Vyacheslav;
Jaschke, Johannes.
(2017)
A Predictor-Corrector Path-Following Algorithm for Dual-Degenerate Parametric Optimization Problems
.
SIAM Journal on Optimization
Vitenskapelig artikkel
-
Das, Tamal;
Backi, Christoph Josef;
Jaschke, Johannes.
(2017)
A model for subsea oil-water gravity separator to estimate unmeasured disturbances.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Jaschke, Johannes;
Cao, Yi;
Kariwala, Vinay Kumar.
(2017)
Self-optimizing control - A survey.
Annual Reviews in Control
Vitenskapelig oversiktsartikkel/review
-
Das, Tamal;
Jäschke, Johannes Ernst Peter.
(2016)
A Simplified Dynamic Model of a Continuous Subsea Oil-Water Gravity Separator for Estimation of Unmeasurable Oil and Water Purities.
Annual meeting - American Institute of Chemical Engineers
Sammendrag/abstract
-
Das, Tamal;
Tyvold, Preben Furst;
Jäschke, Johannes Ernst Peter.
(2016)
Modelling and optimization of compact subsea liquid-liquid
separation system.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
de Oliveira, Vinicius;
Jaschke, Johannes;
Skogestad, Sigurd.
(2016)
Null-space method for optimal operation of transient processes.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Verheyleweghen, Adriaen;
Jäschke, Johannes Ernst Peter.
(2016)
Self-Optimizing Control of a Two-Stage Refrigeration Cycle.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
de Oliveira, Vinicius;
Jäschke, Johannes Ernst Peter;
Skogestad, Sigurd.
(2016)
Optimal operation of energy storage in buildings: Use of the hot water system.
Journal of Energy Storage
Vitenskapelig artikkel
-
Graciano, Jose Eduardo A;
Jaschke, Johannes;
Le Roux, Galo AC;
Biegler, LT.
(2015)
Integrating self-optimizing control and real-time optimization using zone control MPC.
Journal of Process Control
Vitenskapelig artikkel
-
de Oliveira, Vinicius;
Jaschke, Johannes;
Skogestad, Sigurd.
(2015)
An autonomous approach for driving systems towards their limit: An intelligent adaptive anti-slug control system for production maximization.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
de Oliveira, Vinicius;
Jaschke, Johannes;
Skogestad, Sigurd.
(2015)
Neighbouring-extremal control for steady-state optimization using noisy measurements.
IFAC-PapersOnLine
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2014)
A self-optimizing strategy for optimal operation of a preheating train for a crude oil unit.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2014)
Optimal operation of heat exchanger networks with stream split: Only temperature measurements are required.
Computers and Chemical Engineering
Vitenskapelig artikkel
-
Jaschke, Johannes;
Yang, X;
Biegler, LT.
(2014)
Fast economic model predictive control based on NLP-sensitivities.
Journal of Process Control
Vitenskapelig artikkel
-
Minasidis, Vladimiros;
Jaschke, Johannes;
Skogestad, Sigurd.
(2013)
, Economic Plantwide Control: Automated Controlled Variable Selection for a Reactor-Separator-Recycle Process.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2013)
Using Process Data for Finding Self-Optimizing Controlled Variables.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
-
de Oliveira, Vinicius;
Jaschke, Johannes;
Skogestad, Sigurd.
(2013)
Dynamic Online Optimization of a House Heating System in a Fluctuating Energy Price Scenario.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2012)
Optimal controlled variables for polynomial systems.
Journal of Process Control
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2012)
Economically Optimal Controlled Variables for Parallel Units - Application to Chemical Reactors.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
-
Jaschke, Johannes;
Fikar, Miroslav;
Skogestad, Sigurd.
(2011)
Self-optimizing Invariants in Dynamic Optimization.
Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2011)
NCO tracking and self-optimizing control in the context of real-time optimization.
Journal of Process Control
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2011)
Optimal operation by controlling the gradient to zero.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2011)
Controlled Variables from Optimal Operation Data.
Computer-aided chemical engineering
Vitenskapelig artikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2010)
Self-optimizing Control and NCO tracking in the Context of Real-Time Optimizaton.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
-
Jaschke, Johannes;
Smedsrud, Helge;
Skogestad, Sigurd;
Manum, Henrik.
(2009)
Optimal Operation of a Waste Incineration Plant for Districk Heating.
American Control Conference (ACC)
Vitenskapelig artikkel
-
Manum, Henrik;
Skogestad, Sigurd;
Jaschke, Johannes.
(2009)
Convex initialization of the H2-optimal static output feedback problem.
American Control Conference (ACC)
Vitenskapelig artikkel
-
Jaschke, Johannes;
Narasimhan, Sridharakumar;
Skogestad, Sigurd.
(2008)
Explicit real-time optimization.
Elsevier IFAC Publications / IFAC Proceedings series
Vitenskapelig artikkel
Del av bok/rapport
-
Tuhi, Farhana Yasmine;
Fredriksen, Marius;
Jäschke, Johannes;
Bucelli, Marta;
Liu, Yiliu.
(2024)
Accidents Review And Control Assessment
For Reliable Operation Of PEM Water Electrolyzer Stacks.
Polish Safety and Reliability Association
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Mdoe, Zawadi Ntengua;
Thombre, Mandar Nitin;
Jäschke, Johannes.
(2022)
Data-driven online scenario selection for multistage NMPC.
Elsevier
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Sales, Leonardo;
Jäschke, Johannes;
Stanko, Milan .
(2022)
Designing Subsea Processing Systems Using a Hybrid Genetic Algorithm.
The American Society of Mechanical Engineers (ASME)
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Turan, Evren Mert;
Jäschke, Johannes.
(2021)
Classification of undesirable events in oil well operation.
IEEE conference proceedings
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Thombre, Mandar;
Prakash, Sandeep;
Knudsen, Brage Rugstad;
Jäschke, Johannes.
(2020)
Optimizing the Capacity of Thermal Energy Storage in Industrial Clusters.
Elsevier
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Verheyleweghen, Adriaen;
Srivastav, Himanshu;
Barros, Anne;
Jäschke, Johannes.
(2019)
Combined Maintenance Scheduling and Production Optimization.
Research Publishing Services
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Bikmukhametov, Timur;
Stanko, Milan ;
Jäschke, Johannes.
(2018)
Statistical analysis of effect of sensor degradation and heat transfer modeling on multiphase flowrate estimates from a virtual flow meter.
Society of Petroleum Engineers
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2011)
Measurements Polynomials as Controlled Variables.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Jaschke, Johannes;
Skogestad, Sigurd.
(2011)
Measurement Polynomials as Controlled Variables - Exercises.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Skogestad, Sigurd;
Yelchuru, Ramprasad;
Jaschke, Johannes.
(2011)
Optimal use of measurements for control, optimization and estimation using the loss method: Summary of existing results and some new.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Rapport
-
Jaschke, Johannes.
(2011)
Invariants for Optimal Operation of Process Systems.
Institutt for kjemisk prosessteknologi, NTNU
Doktorgradsavhandling
Undervisning
Emner
Formidling
2022
-
Faglig foredragMartins Nakama, Caroline Satye; Tysland, Agnes Camilla; Knudsen, Brage Rugstad; Jäschke, Johannes Ernst Peter. (2022) Designing Thermal Energy Storage through Dynamic Optimization Using Process Data . American Institute of Chemical Engineers AIChE 2022 Annual Meeting , Phoenix, Arizona, US 2022-11-12 - 2022-11-18
-
Faglig foredragKrishnamoorthy, Dinesh; Jäschke, Johannes Ernst Peter. (2022) Improving Computational Efficiency of Multi-Stage NMPC Using an Adaptive Horizon. American Institute of Chemical Engineers AIChE 2022 Annual Meeting , Phoenix, Arizona, US 2022-11-12 - 2022-11-18
-
Vitenskapelig foredragStanko, Milan ; Sales, Leonardo; Jäschke, Johannes. (2022) Field layout optimization considering subsea processing. NTNU-UFRJ 3rd Workshop in BN Subsea Operations Consortium - Part 2 , COPPE Auditorium – room G-122, Technological Center, UFRJ – 2022-11-09 - 2022-11-09
-
Vitenskapelig foredragTuran, Evren Mert; Jäschke, Johannes; Kannan, Rohit. (2022) Improved Bounding Methods for Semi-Infinite Programs . INFORMS Annual Meeting 2022-10-16 - 2022-10-19
-
Vitenskapelig foredragTuran, Evren Mert; Jäschke, Johannes. (2022) Multiple shooting for training neural differential equations on time series. American Control Conference 2022 2022-06-08 - 2022-06-10
-
Vitenskapelig foredragTuran, Evren Mert; Jäschke, Johannes. (2022) Online Steady and Transient State Detection using the Dickey-Fuller Test . 2022 AIChE Annual Meeting 2022-11-13 - 2022-11-18
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Vitenskapelig foredragTuran, Evren Mert; Jäschke, Johannes; Kannan, Rohit. (2022) Tighter Lower Bounds for Semi-Infinite Programming Using Parametric Sensitivity Theory. 2022 AIChE Annual Meeting 2022-11-13 - 2022-11-18
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Vitenskapelig foredragTuran, Evren Mert; Jäschke, Johannes. (2022) Neural network control policies for uncertain systems. Nordic Process Control Workshop 2022 2022-03-16 - 2022-03-18
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Vitenskapelig foredragNguyen, Vinh Phuc Bui; Matias, José O.A.; Jäschke, Johannes. (2022) Convolutional Neural Network as a Steady-state Detector for Real-time Optimization. 2022 European Control Conference 2022-07-12 - 2022-07-15
2020
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Vitenskapelig foredragThombre, Mandar; Kazi, Saif R.; Knudsen, Brage Rugstad; Biegler, Lorenz T; Jäschke, Johannes. (2020) An MPCC Approach to Robust Optimal Sizing of Thermal Energy Storage. AIChE AIChE Annual Meeting , San Francisco (virtual) 2020-11-15 - 2020-11-19
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PosterThombre, Mandar; Prakash, Sandeep; Knudsen, Brage Rugstad; Jäschke, Johannes. (2020) Optimizing the Capacity of Thermal Energy Storage in Industrial Clusters. ESCAPE 30 , Milan (Virtual) 2020-08-30 - 2020-09-02
2019
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Faglig foredragJäschke, Johannes; Thombre, Mandar. (2019) A Data-driven approach for robust operation of energy storage systems. SINTEF Energi HighEFF Annual Consortium Meeting 2019 , Trondheim 2019-05-08 - 2019-05-09
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Vitenskapelig foredragThombre, Mandar; Krishnamoorthy, Dinesh; Jäschke, Johannes. (2019) Data-driven Online Adaption of the Scenario-tree in Multistage Model Predictive Control. International Federation of Automatic Control 12th IFAC-DYCOPS Conference , Florianópolis 2019-04-23 - 2019-04-26
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Vitenskapelig foredragThombre, Mandar; Jäschke, Johannes. (2019) Energy Savings using MPC on a Thermal Energy Storage unit for Heat Exchange in Industrial Clusters. 22nd Nordic Process Control Workshop , Lyngby 2019-08-22 - 2019-08-23
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Vitenskapelig foredragVerheyleweghen, Adriaen; Srivastav, Himanshu; Barros, Anne; Jäschke, Johannes. (2019) Combined Maintenance Scheduling and Production Optimization. ESREL 2019-09-23 - 2019-09-26
2018
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PosterDas, Tamal; Jaeschke, Johannes. (2018) A control oriented model for inline deoiling hydrocyclone. Nordic process control workshop 2018 2018-01-18 - 2018-01-19
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Vitenskapelig foredragBikmukhametov, Timur; Jäschke, Johannes. (2018) Analysis of Influence of Sensor Degradation on Flowrate Estimates. 21st Nordic Process Control Workshop , Åbo 2018-01-18 - 2018-01-19
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Vitenskapelig foredragSuwartadi, Eka; Jaeschke, Johannes. (2018) Fast Sensitivity-Based Nonlinear Economic Model Predictive Control with Degenerate NLP. International Federation of Automatic Control (IFAC) 10th IFAC Symposium on Advanced Control of Chemical Processe , Shenyang 2018-07-25 - 2018-07-27
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PosterSuwartadi, Eka; Biegler, LT; Jaeschke, Johannes. (2018) A Multistage Economic Model Predictive Control for Time-Varying Parameter Value. International Federation of Automatic Control (IFAC) 6th IFAC Conference on Nonlinear Model Predictive Control , Madison, Wisconsin 2018-08-19 - 2018-08-22
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Vitenskapelig foredragBikmukhametov, Timur; Stanko, Milan ; Jäschke, Johannes. (2018) Statistical Analysis of Effect of Sensor Degradation and Heat Transfer Modeling on Multiphase Flowrate Estimates from a Virtual Flow Meter. Society of Petroleum Engineers SPE Asia Pacific Oil & Gas Conference and Exhibition , Brisbane 2018-10-23 - 2018-10-25
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Vitenskapelig foredragSuwartadi, Eka; Krishnamoorthy, Dinesh; Jäschke, Johannes. (2018) Fast Economic Model Predictive Control for a Gas Lifted Well Network. International Federation of Automatic Control (IFAC) 3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production OOGP 2018 , Esbjerg 2018-05-30 - 2018-06-01
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Vitenskapelig foredragKrishnamoorthy, Dinesh; Thombre, Mandar; Skogestad, Sigurd; Jäschke, Johannes. (2018) Data-driven Scenario Selection for Multistage Robust Model Predictive Control. International Federation of Automatic Control 6th IFAC Conference on NMPC , Madison, Wisconsin 2018-08-19 - 2018-08-22
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PosterThombre, Mandar; Jäschke, Johannes. (2018) Robust Optimization of a Gasoline Blending System. 21st Nordic Process Control Workshop , Turku 2018-01-18 - 2018-01-19
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Vitenskapelig foredragVerheyleweghen, Adriaen; Jäschke, Johannes; Gjøby, Julie Marie. (2018) Health-Aware Operation of a Subsea Compression System Subject to Degradation. European Symposium on Computer Aided Process Engineering , Graz 2018-06-10 - 2018-06-13
2017
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Faglig foredragDas, Tamal; Jaeschke, Johannes. (2017) Pathfollowing approach for a sensitivity based moving horizon estimator. 2017 IEEE 56th Annual Conference on Decision and Control (CDC) , Melbourne 2017-12-12 - 2017-12-15
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PosterVerheyleweghen, Adriaen; Jaschke, Johannes. (2017) HEALTH-AWARE OPERATION OF A SUBSEA GAS COMPRESSION SYSTEM UNDER UNCERTAINTY. FOCAPO/CPC Foundations of Computer Aided Process Operations / Chemical Process Control 2017 , Tucson, AZ 2017-01-08 - 2017-01-12
2016
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Vitenskapelig foredragSuwartadi, I Dewa Putu Eka; Jäschke, Johannes Ernst Peter. (2016) Economic Nonlinear Model Predictive Control with a Path-Following Approach. American Institute of Chemical Engineers (AICHE) Annual meeting American Institute of Chemical Engineers (AICHE) , San Francisco 2016-11-13 - 2016-11-18
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Faglig foredragDas, Tamal; Jäschke, Johannes Ernst Peter. (2016) Estimation of Unmeasured Oil and Water Purities for a Continuous Subsea Gravity Separator. Nordic Process Control Workshop 2016-08-25 - 2016-08-26
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Vitenskapelig foredragVerheyleweghen, Adriaen; Jäschke, Johannes Ernst Peter. (2016) Health-aware operation and control of a subsea gas compression station. Nordic Process Control Workshop , Sigtuna 2016-08-25 - 2016-08-26
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PosterVerheyleweghen, Adriaen; Jäschke, Johannes Ernst Peter. (2016) Robust Health Aware Operation of a Subsea Gas Compression System. AIChE AIChE Annual Meeting , San Francisco 2016-11-13 - 2016-11-18
2015
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Vitenskapelig foredragJaschke, Johannes. (2015) Optimizing process operation using sensitivity concepts. MOBOCON Symposium Optimazion and Control of Uncertain Systems , Dortmund 2015-09-15 - 2015-09-16
2012
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Vitenskapelig foredragJaschke, Johannes; Skogestad, Sigurd. (2012) Optimization by Controlling Self-Optimizing Measurements. The 5th Nordic Optimization Symposium 2012 , Trondheim 2012-06-07 - 2012-06-09
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Vitenskapelig foredragJaschke, Johannes; Skogestad, Sigurd. (2012) Control structure selection for optimal operation of a heat exchanger network. UKACC International Conference on Control 2012 , Cardiff 2012-09-03 - 2012-09-05
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Vitenskapelig foredragJaschke, Johannes; Skogestad, Sigurd. (2012) A Batch Reactor Heat Recovery Challenge Problem. The 5th Nordic Optimization Symposium 2012 , Trondheim 2012-06-07 - 2012-06-09
2011
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Vitenskapelig foredragJaschke, Johannes; Fikar, Miroslav; Skogestad, Sigurd. (2011) Self-optimizing Invariants in Dynamic Optimization. 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC) , Orlando, Florida 2011-12-12 - 2011-12-15
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Vitenskapelig foredragJaschke, Johannes; Skogestad, Sigurd. (2011) Optimal operation by controlling the gradient to zero. 18th IFAC World Congress , Milan 2011-08-28 - 2011-09-02
2009
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Vitenskapelig foredragJaschke, Johannes; Skogestad, Sigurd. (2009) Optimally Invariant Variable Combinations for Nonlinear Systems. IFACS Symposium on Advanced Control of Chemical Processes (Adchem 2009) , Istanbul 2009-07-12 - 2009-07-15
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Vitenskapelig foredragJaschke, Johannes; Skogestad, Sigurd. (2009) Nonlinear Measurement Combinations for Optimal Operation. Nordic Process Control Workshop 2009 , Porsgrunn 2009-01-29 - 2009-01-30