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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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Projects
- 1 Finished
CADUSY: Control And Data-driven modeling Using SYmbolic methods
Van den Hof, P. M. J., Toth, R., Nawijn, H. & Khandelwal, D.
1/01/16 → 10/01/20
Project: Research direct
Research Output
Automating data-driven modelling of dynamical systems: an evolutionary computation approach
Khandelwal, D., 4 Mar 2020, Eindhoven: Technische Universiteit Eindhoven. 255 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open Access
File
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. 8790250Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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. 8795719Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
On the simulation of polynomial NARMAX models
Khandelwal, D., Schoukens, M. & Toth, R., 18 Jan 2019, 2018 IEEE Conference on Decision and Control (CDC) . PIscataway: Institute of Electrical and Electronics Engineers, p. 1445-1450 6 p. 8619372Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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 conference › Abstract
Open Access
File
Press / Media
Eindhoven University of Technology: Helping Non-Experts Create Mathematical Models Through Natural Selection
Dhruv Khandelwal & Maarten Schoukens
5/03/20
1 item of Media coverage
Press/Media: Expert Comment
Helping non-experts create mathematical models through natural selection
4/03/20
1 item of Media coverage
Press/Media: Expert Comment
Student theses
Plant-model mismatch compensation using symbolic regression
Author: Raijmakers, P., 31 Aug 2017Supervisor: Weiland, S. (Supervisor 1), Toth, R. (Supervisor 2) & Khandelwal, D. (Supervisor 2)
Student thesis: Master