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Research Output 2016 2019

2019

Data-driven modelling of dynamical systems using tree adjoining grammar and genetic programming

Khandelwal, D., Schoukens, M. & Toth, R., 1 Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, p. 2673-2680 8 p. 8790250

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Nonlinear dynamical systems
Genetic programming
Genetic Programming
Data-driven
Grammar

Grammar-based representation and identification of dynamical systems

Khandelwal, D., Schoukens, M. & Toth, R., 1 Jun 2019, 2019 18th European Control Conference, ECC 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 1318-1323 6 p. 8795719

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

grammars
Model structures
Grammar
dynamical systems
Dynamical systems
2018

On the simulation of polynomial NARMAX models

Khandelwal, D., Schoukens, M. & Toth, R., 2018, 2018 IEEE Conference on Decision and Control (CDC) . PIscataway: Institute of Electrical and Electronics Engineers, p. 1445-1450 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Stochastic models
Statistical Models
Identification (control systems)
Polynomials
2017

Data-driven modelling of LTI systems using symbolic regression

Khandelwal, D., Toth, R. & Van den Hof, P. M. J., 2017, p. 145

Research output: Contribution to conferenceAbstractAcademic

Open Access
File
Data structures
Identification (control systems)
Hybrid systems
Dynamical systems

Method for accurate fault diagnosis in an inkjet print head

Khalate, A. A., Khandelwal, D. & Weiland, S., 5 Apr 2017, IPC No. B41J 2/ 14 A I, Patent No. EP3150380, Priority date 9 Dec 2015, Priority No. EP20150198589

Research output: PatentPatent publicationProfessional

Open Access
File
Failure analysis
Actuators
2 Citations (Scopus)

Robust fault diagnosis by optimal input design for self-sensing systems

Khandelwal, D., Weiland, S. & Khalate, A., 2017, In : IFAC-PapersOnLine. 50, 1, p. 1031-1036

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access
Failure analysis
Computer simulation
2016

Control and data-driven modelling using symbolic regression

Khandelwal, D., Toth, R. & Van den Hof, P. M. J., 2016

Research output: Contribution to conferencePosterAcademic

Open Access
File

Data-driven modelling using symbolic regression

Khandelwal, D. & Toth, R., 2016, p. 111

Research output: Contribution to conferenceAbstractAcademic

Open Access
File
Data structures
Regression analysis
Large scale systems
Identification (control systems)
Controllers