Industrial wastewater often comprises diverse and recalcitrant pollutants that challenge conventional treatment approaches. Membrane photocatalysis, a hybrid technique that integrates membrane separation and photocatalytic degradation, has garnered increasing attention for its potential to address these complexities. Metal–Organic Frameworks (MOFs), known for their high porosity, tunable chemistry, and large surface area, have emerged as promising photocatalysts within such systems. However, limitations such as suboptimal photocatalytic performance, membrane fouling, and stability concerns under operational conditions remain major barriers to large-scale implementation. While numerous studies have explored MOF-based membranes, a focused investigation into process intensification (PI) strategies specifically targeting industrial applications is lacking. This review uniquely highlights and synthesizes diverse PI approaches including metal/non-metal doping, MOFs functionalization, heterojunction engineering, advanced light management, and reactor system design to enhance MOFs-based membrane photocatalysis. The novelty lies in consolidating these strategies within the industrial wastewater context, emphasizing not only performance enhancement but also scalability and cost-effectiveness. This work contributes toward bridging laboratory innovations with real-world applications, especially in resource-constrained settings. Furthermore, the study aligns with global sustainability priorities, notably SDGs 6, 12, and 14 by offering critical insights for stakeholders to develop efficient, environmentally sustainable, and cost-effective strategies for industrial water treatment.
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