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April 11, 2026International Transactions on Electrical Energy Systems0 citationsOpen Access

Real-Time Adaptive Economic Model Predictive Control for Cost-Efficient Microgrid Operation

Real‐Time Hyperstructural Adaptive Economic Model Predictive Control for Cost‐Efficient Microgrid Operation

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Authors

PVPavel VedelLHLukáš Hubka

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Overview

Demonstrates lower operational costs in microgrids using an adaptive control system, suggesting improved economic efficiency.

Key Points

  • The aim is to develop a hyperstructural adaptive EMPC for optimizing residential microgrid operations.
  • Proposed a real-time adaptive economic model predictive control (EMPC).
  • Utilized intermediate-fidelity virtual evaluation models for cost assessment.
  • Conducted a stochastic local search for selecting optimal configurations.
  • Maintained mixed-integer linear programming (MILP) structure for hardware compatibility.
  • Performed five-day closed-loop simulations on a grid-connected household.
  • Achieved a 1% reduction in total operating cost.
  • Reduced capacity fade rate by a factor of 2.1 compared to static EMPC.
  • Enabled efficient computation for maximizing profitability in low-voltage microgrids.
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Cite This Study

Vedel et al. (2026) studied this question.

synapsesocial.com/papers/69d9e50778050d08c1b753eehttps://doi.org/10.1155/etep/4353223
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Approximate model predictive control for microgrid energy management via imitation learning2026
  2. 2A Closed-Loop MPC Framework with Hybrid Forecasting for Cost-, Carbon-, and Degradation-Optimal Residential Microgrids2026
  3. 3An Economic Model Predictive Control for energy management in an electric vehicle’s off-grid charging station2026
  4. 4Optimized PI controller-based hybrid model for adaptive energy management in photovoltaic integrated electric vehicle charging microgrids2026 · 2 citations
  5. 5Optimal control of microgrid energy storage units based on fast dynamic programming and a gradient search strategy2026