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    A review on conventional and novel adsorbents to boost the sorption capacity of heavy metals : current status, challenges and future outlook
    (Informa UK Limited, 2024-12-31) Kumar, Arvind; Indhur, Riona; Sheik, Abdul Gaffar; Krishna, Suresh Babu Naidu; Kumari, Sheena; Bux, Faizal
    ABSTRACT Heavy metal contamination in aquatic environments has attracted global concern due to its detrimental impact on living organisms, including toxicity and carcinogenicity. Therefore, initiatives to remove these contaminants from wastewater to protect both the environment and the well-being of humans is imperative. Materials utilized for wastewater treatment in the developing world needs to satisfy the main criterion of being locally available, inexpensive and that do not require additional energy input or modifications. Adsorption is the foremost used technique to eliminate heavy metals due to its attractive features including flexible design, operation, and cost-effectiveness. This review article potentially focusses on the use of novel and conventional adsorbents such as g-C3N4, graphene, cellulosic aerogel, natural occurring soil and minerals, aquatic and terrestrial biomass-based adsorbents for heavy metal adsorption, whilst focusing the discussion on the context of the developing world. This heightened interest in g-C3N4, and graphene-based adsorbents owes their unique properties such as great surface area, impressive chemical and thermal stability, three-dimensional structure, and functionalized derivatives which have shown great adsorption capabilities for heavy metals elimination. Additionally, cellulosic aerogel, natural occurring soil and minerals, aquatic and terrestrial biomass is low cost, easily available and effectively removes heavy metals. Finally, current progress, major challenges and future outlook of novel and conventional adsorbent materials for heavy metal removal are discussed. Herein a roadmap is presented together with recommendations for future research to enhance the successful utilization of bio-sorbents in water purification systems such as wastewater treatment plants.
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    Digitalization of phosphorous removal process in biological wastewater treatment systems : challenges, and way forward
    (Elsevier BV, 2024-05-10) Sheik, Abdul Gaffar; Krishna, Suresh Babu Naidu; Patnaik, Reeza; Ambati, Seshagiri Rao; Bux, Faizal; Kumari, Sheena K.
    Phosphorus in wastewater poses a significant environmental threat, leading to water pollution and eutrophication. However, it plays a crucial role in the water-energy-resource recovery-environment (WERE) nexus. Recovering Phosphorus from wastewater can close the phosphorus loop, supporting circular economy principles by reusing it as fertilizer or in industrial applications. Despite the recognized importance of phosphorus recovery, there is a lack of analysis of the cyber-physical framework concerning the WERE nexus. Advanced methods like automatic control, optimal process technologies, artificial intelligence (AI), and life cycle assessment (LCA) have emerged to enhance wastewater treatment plants (WWTPs) operations focusing on improving effluent quality, energy efficiency, resource recovery, and reducing greenhouse gas (GHG) emissions. Providing insights into implementing modeling and simulation platforms, control, and optimization systems for Phosphorus recovery in WERE (P-WERE) in WWTPs is extremely important in WWTPs. This review highlights the valuable applications of AI algorithms, such as machine learning, deep learning, and explainable AI, for predicting phosphorus (P) dynamics in WWTPs. It emphasizes the importance of using AI to analyze microbial communities and optimize WWTPs for different various objectives. Additionally, it discusses the benefits of integrating mechanistic and data-driven models into plant-wide frameworks, which can enhance GHG simulation and enable simultaneous nitrogen (N) and Phosphorus (P) removal. The review underscores the significance of prioritizing recovery actions to redirect Phosphorus from effluent to reusable products for future considerations.