Cross-Coupled Conditional Funnel Control: A Model-Free Approach for Load-Following Operation of Pressurized Heavy Water Reactor
This study presents the design of a model-free control scheme for the load-following operation of a Pressurized Heavy Water Reactor (PHWR), which is a 70th-order Multi-Input Multi-Output, strongly coupled and open-loop unstable energy-generating system. To design a model-free controller for a PHWR, we propose a novel cross-coupled conditional error surface and a modified funnel algorithm-based funnel control scheme. The proposed control scheme reduces the effects of inter-zonal coupling and improves the steady-state accuracy without degrading the transient performance. The proposed control scheme is of low complexity and does not require system dynamics for controller design. A closed-loop stability analysis is carried out to ensure the boundedness of the closed-loop system trajectories. Furthermore, the proposed control scheme is evaluated by simulating different scenarios, which demonstrate its effectiveness.
Authors
- Attaullah Y. Memon (ORCID: https://orcid.org/0000-0002-9747-1794)
- Fahad Wallam (ORCID: https://orcid.org/0000-0002-7370-8419)
Institutions
- National University of Technology (PK)
- National University of Sciences and Technology (PK)
Publication Details
- Journal
- Eng—Advances in Engineering
- Published
- 2026-05-09
- DOI
- https://doi.org/10.3390/eng7050226
- Primary Topic
- Advanced Control Systems Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.00