Multiobjective Optimal Scheduling of Cascade Reservoirs with Interval Inflow Considered: Hybrid Framework Integrating Deep Learning Forecasting and Enhanced Heuristic Algorithms

Abstract

AbstractAs a core approach to optimizing water resource system management, multiobjective optimal operation of cascade reservoirs fundamentally addresses the engineering control problem of balancing multidimensional benefits under complex constraints. ...Practical ApplicationsThis study proposes a hybrid framework integrating deep learning and enhanced heuristic algorithms for cascade reservoir scheduling. The developed model optimizes power generation, output stability, and ecological flows, providing ...