Difference between Model Predictive Control and Rolling Horizon Optimization

Question

Lately I've been reading numerous papers regarding Energy Hub optimization, and often the authors talk about rolling horizon optimization for taking into account uncertainty.

For instance:

"A rolling horizon optimization framework for the simultaneous energy supply and demand planning in microgrids"
"Peer-to-peer energy sharing through a two-stage aggregated battery control in a community Microgrid"

To me, this seems similar to the Model Predictive Control approach.

Is there any difference between Rolling Horizon optimization approach and Model Predictive Control approach? Are these two terms interchangeable?

score 2 · Accepted Answer · answered Jan 02 '19 at 20:04

2

Yes, effectively the same thing. Also called receding horizon control.

answered Jan 02 '19 at 20:04

Johan Löfberg

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Thank you for both answering and for your hard work behind YALMIP – Tommaso Bendinelli Jan 02 '19 at 22:36
Why not named as rolling horizon control? – James White Dec 09 '24 at 02:59
Sure, some people call it that too, perhaps more common in operations research compared to the control community. – Johan Löfberg Jan 16 '25 at 14:16

Difference between Model Predictive Control and Rolling Horizon Optimization

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