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Personal profile

Research profile

Dhruv Khandelwal is a PhD candidate at the Control System group in the Department of Electrical Engineering at Eindhoven University of Technology. His current research focus is on automating the process of obtaining data-driven models of dynamical systems using concepts inspired from computer intelligence and computational linguistics.

Academic background

Dhruv Khandelwal completed his Bachelors studies at the Department of Electrical Engineering in Vellore Institute of Technology in 2013. He received his Masters degree at the Control Systems group in the Department of Electrical Engineering (EE) at Eindhoven University of Technology (TU/e) in 2015. in January 2016, he started working as a PhD candidate in the Control Systems group (in EE, TU/e) under the supervision of dr. Roland Tóth. He works on the project titled 'Control And Data-driven modelling Using SYmbolic regression (CADUSY)'. Presently, he is also co-supervised by dr. Maarten Schoukens.

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  • 1 Similar Profiles
Data structures Engineering & Materials Science
Grammar Mathematics
Dynamical systems Engineering & Materials Science
Failure analysis Engineering & Materials Science
Identification (control systems) Engineering & Materials Science
Model structures Engineering & Materials Science
Dynamical system Mathematics
grammars Physics & Astronomy

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Research Output 2016 2019

2 Downloads (Pure)

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
1 Downloads (Pure)

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
1 Downloads (Pure)

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

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 publication

Open Access
File
Failure analysis
Actuators

Student theses

Plant-model mismatch compensation using symbolic regression

Author: Raijmakers, P., 31 Aug 2017

Supervisor: Weiland, S. (Supervisor 1), Toth, R. (Supervisor 2) & Khandelwal, D. (Supervisor 2)

Student thesis: Master