Control and energy management of standalone microgrids in remote areas: A review of recent advances, challenges, and opportunities for future research

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Authors: Muhammad Auwal Shehu, Kulash Talapiden, T. Chau, Auwal Haruna, Mokhtar Aly, Vijayakumar Gali, Ton Duc, Ahmad Bala Alhassan
Cited by: 2
References: 175

Abstract

While standalone microgrids are an essential means of electrifying remote communities, high renewable penetration poses significant problems with power sharing, voltage/frequency stability, and optimal dispatch in low-inertia, communication-constrained scenarios. Using structured analysis across control methodologies, optimization techniques, and validation platforms, this paper synthesizes emerging paradigms in hierarchical control and energy management systems (EMS) through a systematic review of studies conducted in 2025. The following key findings show clear shifts: (i) adaptive droop and event-triggered consensus reduce communication overhead by 80% while maintaining voltage accuracy within ± 2%; (ii) super-twisting sliding mode control shows chattering-free operation with 98% cyber-attack detection capability; (iii) hybrid model predictive control frameworks enable real-time execution on embedded hardware with 25%–40% cost reduction; and (iv) deep reinforcement learning-based EMS shows 12% cost improvement and 97.8% reduction in computational load. There are still significant gaps: 68% of studies do not have hardware validation, 78% do not integrate cyber-security, power-sharing errors surpass 5% when there is an impedance mismatch, and there are no standardized benchmarking protocols. The review offers practical suggestions covering lifecycle-aware battery management, distributionally robust optimization (DRO) for renewable uncertainty, edge-computing architectures for communication-light operation, and cooperative cyber–physical testbeds for field validation. This synthesis provides a well-organized road map for developing technically demanding, financially feasible, and operationally robust microgrids that can provide sustainable access to electricity in underserved areas.

Fields of Study & Subjects

Microgrid Control and Optimization Hybrid Renewable Energy Systems Islanding Detection in Power Systems

Publication details

Journal / source
Engineering Science and Technology an International Journal
Publisher
Elsevier BV
Volume
75
Pages
102288–102288
Publication date
6 February 2026
Language
EN