<p>A Critical Review and Proposed Technical Framework for Smart Switching Mechanisms in Renewable Energy Management</p>
The rapid transition toward renewable energy integration necessitates dynamic control mechanisms that can effectively manage the volatility of sources such as solar photovoltaics. While the built-up environment accounts for approximately 40% of global energy consumption, systemic inefficiencies in control logic often undermine potential savings. This paper presents a critical review and a novel taxonomy of smart switching mechanisms for solar energy management, moving beyond descriptive hardware surveys to analyze the soft architecture of intelligent actuation. The existing technologies are classified into a three-layered framework: Control Logic (tracing the evolution from deterministic rule-based systems to Model Predictive Control and Deep Reinforcement Learning), Communication Architecture (evaluating the trade-offs between Zigbee mesh networks, Global System for Mobile wide-area control, and hybrid Internet of Things ecosystems), and Optimization Targets (distinguishing between grid stability (load shedding), economic optimization (Demand Response), and energy autonomy (self-harvesting)). Crucially, this study evaluates these layers through the lens of techno-economic viability, identifying how misalignment between peak generation and load profiles hampers return on investment and increases the levelized cost of electricity for prosumers. This analysis reveals a significant gap between simulation and reality in Artificial Intelligence-driven control, identifying critical vulnerabilities in cybersecurity, particularly the risk of False Data Injection. To address these gaps, this paper proposes the Integrated Smart Switching Framework, a novel technical blueprint that converges Security-by-Design (embedded Intrusion Detection System (IDS)), Graded Actuation Logic, and Human-Centric Optimization. This framework provides a structured pathway for transitioning from theoretical AI simulations to resilient, real-world solar microgrid infrastructure. It is concluded that future research must prioritize graded individual switching limits, gamified user engagement strategies, and embedded IDSs to ensure the resilience of next-generation microgrids.
Authors
- Adamson Oloyede (ORCID: https://orcid.org/0000-0002-8608-6380)
- Samuel Emediong Akpan
- Simeon Ozuomba (ORCID: https://orcid.org/0000-0002-0077-7616)
- Aniekan Offiong
Publication Details
- Journal
- Cureus Journal of Engineering.
- Published
- 2026-04-21
- DOI
- https://doi.org/10.7759/s44388-026-00059-w
- Primary Topic
- Smart Grid Security and Resilience
- Type
- article
- Field-Weighted Citation Impact
- 0.00