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Dennis Janka
Dennis Janka
ABB Corporate Research
Bestätigte E-Mail-Adresse bei de.abb.com
Titel
Zitiert von
Zitiert von
Jahr
An SR1/BFGS SQP algorithm for nonconvex nonlinear programs with block-diagonal Hessian matrix
D Janka, C Kirches, S Sager, A Wächter
Mathematical Programming Computation 8, 435-459, 2016
312016
Sequential quadratic programming with indefinite Hessian approximations for nonlinear optimum experimental design for parameter estimation in differential–algebraic equations
D Janka
122015
Detecting and locating patterns in time series using machine learning
D Janka, F Lenders, S Wang, A Cohen, N Li
Control Engineering Practice 93, 104169, 2019
112019
Direct multiple shooting for nonlinear optimum experimental design
D Janka, S Körkel, HG Bock
Multiple Shooting and Time Domain Decomposition Methods: MuS-TDD, Heidelberg …, 2015
82015
Optimum experimental design and multiple shooting
D Janka
Master’s thesis, Universität Heidelberg, Heidelberg, 2010
52010
Metamodeling of Cyber-Physical Production Systems using AutomationML for Collaborative Innovation
P Juhlin, JC Schlake, D Janka, A Hawlitschek
2021 26th IEEE International Conference on Emerging Technologies and Factory …, 2021
42021
Method for analyzing effects of operator actions in industrial plants
D Janka, M Chioua, P Rodriguez, M Hoernicke, B Schmidt, B Kloepper
US Patent 11,880,192, 2024
2024
Training an Artificial Intelligence Module for Industrial Applications
B Schmidt, I Amihai, AM Kotriwala, M Chioua, F Lenders, D Janka, ...
US Patent App. 17/956,097, 2023
2023
An Industrial Process Model Generation System
D Janka, B Kloepper, M Chioua, P Rodriguez, I Lymperopoulos, M Dix
US Patent App. 17/993,443, 2023
2023
Method for an Intelligent Alarm Management in Industrial Processes
M Chioua, M Dix, B Kloepper, I Lymperopoulos, D Janka, P Rodriguez
US Patent App. 17/966,012, 2023
2023
Method of Transfer Learning for a Specific Production Process of an Industrial Plant
B Schmidt, I Amihai, AM Kotriwala, M Chioua, D Janka, F Lenders, ...
US Patent App. 17/957,592, 2023
2023
Method of Hierarchical Machine Learning for an Industrial Plant Machine Learning System
B Schmidt, I Amihai, AM Kotriwala, M Chioua, D Janka, F Lenders, ...
US Patent App. 17/957,609, 2023
2023
Method and Apparatus for Monitoring Machine Learning Models
B Schmidt, I Amihai, M Chioua, A Kotriwala, M Hollender, D Janka, ...
US Patent App. 17/954,485, 2023
2023
Industrial Plant Machine Learning System
B Schmidt, I Amihai, AM Kotriwala, M Chioua, D Janka, F Lenders, ...
US Patent App. 17/956,076, 2023
2023
Data Processing for Industrial Machine Learning
B Kloepper, B Schmidt, I Amihai, M Chioua, JC Schlake, AM Kotriwala, ...
US Patent App. 17/956,117, 2023
2023
Data processing for industrial machine learning
B Kloepper, B Schmidt, I Amihai, M Chioua, JC Schlake, AM Kotriwala, ...
2021
An industrial process model generation systems
D Janka, B Kloepper, M Chioua, P Rodrigez, L Ioannis, M Dix
2021
Training an artificial intelligence module for industrial applications
I Amihai, AM Kotriwala, M Chioua, F Lenders, D Janka, M Hollender, ...
2021
Improving cold rolling mill performance with advanced data analytics
F Lenders, N Li, D Janka, A Cohen
Aluminium International Today 34 (1), 50-54, 2021
2021
Package ‘ROI. plugin. qpoases’
F Schwendinger, HJ Ferreau, A Potschka, C Kirches, D Janka, ...
2020
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