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Model Predictive Control for Grid-ready Microgrids in developing countries

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Abstract

Abstract

En 中文
In an under-resourced environment, the optimal energy management of the off-grid system under the stochastic generation and load is an open technology challenge. To design the least-cost system whilst meeting the reliability requirement, this work develops a predictive control framework based on a real-world microgrid pilot design (1). Considering users' preferences and various weather conditions, it employs model predictive control (MPC) and demonstrates superior performance in reliability improvement compared with the day-ahead case. Given the reliability requirements ranging from 70% to 90%, the MPC can achieve the 5.23% improvement with the same system cost, and close to the performance under the perfect foresight.
Keywords:
Battery degradation
microgrids
model predictive control (MPC)
reliability

Journal

I
IEEE PES and IAS POWERAFRICA CONFERENCE
IF:
0
Papers:
2
Citations:
0

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No organization information available