Data-Driven Generation of Mixed-Integer Linear Programming Formulations for Model Predictive Control of Hybrid Energy Storage Systems using detailed nonlinear Simulation Models.
Alexander HoltwerthAndré XhonneuxDirk MüllerPublished in: OSMSES (2022)
Keyphrases
- mixed integer linear programming
- model predictive control
- simulation models
- storage systems
- predictive control
- control system
- branch and bound algorithm
- simulation model
- cutting plane
- mathematical programming
- production planning
- file system
- mixed integer
- high performance computing
- mpc algorithm
- control scheme
- flash memory
- energy consumption
- lower bound
- branch and bound
- knapsack problem
- storage devices
- upper bound
- neural network
- energy efficiency
- combinatorial optimization
- data repositories
- integer programming
- control strategy
- closed loop
- multistage
- linear programming
- optimal solution
- real time