Johannes Jäschke

Publications

1.3K

Citations

H-Index

1991

Active since

Affiliations

Norwegian University of Science and Technology(Current)

Carnegie Mellon University

Universität Hamburg

Johannes Jäschke is an author at Norwegian University of Science and Technology specializing in engineering, systems engineering, and process control.

ORCID

Top concepts

EngineeringSystems EngineeringProcess ControlComputer EngineeringModel Predictive ControlPredictive AnalyticsData ScienceEnergy ManagementBusinessMachine Learning

Publications per year

1991–2024

Publications

Combining machine learning and process engineering physics towards enhanced accuracy and explainability of data-driven models

Timur Bikmukhametov, Johannes Jäschke · Computers & Chemical Engineering · 2020 · 180 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +21

Fast economic model predictive control based on NLP-sensitivities

Johannes Jäschke, Yang Xue, Lorenz T. Biegler · Journal of Process Control · 2014 · 94 citations

Economics, Engineering, Model-based Control Technique +7

Oil Production Monitoring using Gradient Boosting Machine Learning Algorithm

Timur Bikmukhametov, Johannes Jäschke · IFAC-PapersOnLine · 2019 · 89 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Design considerations for industrial water electrolyzer plants

Md Rizwan, Vidar Alstad, Johannes Jäschke · International Journal of Hydrogen Energy · 2021 · 87 citations · Full text

Engineering, Energy Efficiency, Energy Conversion +19

Self-optimizing control – A survey

Johannes Jäschke, Yi Cao, Vinay Kariwala · Annual Reviews in Control · 2017 · 79 citations · Full text

Control Strategy, Engineering, Automation +5

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