Dynamic Adaptive Model Predictive Control for Computationally Efficient Real-Time Flood Management

Wenwen Feng

doi:10.1016/j.envsoft.2026.107024

Dynamic Adaptive Model Predictive Control for Computationally Efficient Real-Time Flood Management

2026-05-12

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DOI：10.1016/j.envsoft.2026.107024

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• Dynamic adaptive MPC coordinates distributed micro-storage for urban flood control. • UFHWS module reduces multi-objective complexity from O(n3) to O(n) for efficiency. • Average decision latency is reduced to 7.58 s, ensuring real-time responsiveness. • The framework achieves an 18.72% peak flow reduction versus static benchmarks. • Robust feedback loop maintains stability under ±30% stochastic forecast errors.

Keywords:

Dynamic Adaptive MPC

Real-Time Flood Management

Model Predictive Control

Urban Flood Control

Computational Efficiency

Dynamic Adaptive Model Predictive Control for Computationally Efficient Real-Time Flood Management

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