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Ubiquitous intelligent optimization promotes sustainable food cold chain logistics: Research progress, challenges, and future trends 泛在智能优化促进食品冷链物流可持续发展:研究进展、挑战与未来趋势
IF 15.4 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-04-01 Epub Date: 2026-01-31 DOI: 10.1016/j.tifs.2026.105593
Qian Chen , Junyi Wang , Jiali Li , Zhouqiao Ren , Zihan Liu , Yan Wei , Wei Ma , Jiabin Yu , Jianping Qian

Background

Food cold chain logistics (FCCL) maintains low-temperature conditions during circulation and thus reduces food loss. However, FCCL requires significant consumption of energy, refrigerants, and other resources, resulting in substantial greenhouse gas emissions. Consequently, FCCL faces complex and ubiquitous conflicts among multiple sustainable goals (e.g., food quality, economic efficiency, and environmental impact) across various perspectives and scales. Coordinating mixed objectives and reconciling conflicting decisions are essential to ensure sustainable FCCL.

Scope and approach

This study establishes performance evaluation criteria for FCCL sustainability, identifying the main conflicts from various perspectives: foundational refrigeration mechanisms, micro-level low-temperature circulation, meso-level supply operation, and macro-level industrial policy. Recent progress in intelligent optimization is reviewed across different perspectives; further the current challenges and future trends are analyzed and summarized.

Key findings and conclusions

FCCL is undergoing a digital and sustainable transformation as it transitions into the Industry 4.0 era, with intelligent decision-making tools playing a pivotal role in sustainability-driven optimization. Intelligent optimization methods increasingly address the complexity of real-world cold chain dynamics, focusing on multi-stage, multi-agent, and multi-region interactions while improving accuracy, timeliness, and generalizability. The profiles of optimization vary under different application scenarios: refrigeration system design emphasizes flexibility, stability and low-carbon emissions; environmental control prioritizes precision, efficiency, and continuity; operations management stresses product safety and stakeholder benefits; and industry development highlights regional adaptation and environmental protection. Future breakthroughs in multimodal information fusion, demand-driven supply coordination, and spatiotemporal resource matching are expected to advance the sustainable self-optimization of FCCL, particularly through the multi-agent collaborative framework integrating digital twins and vertical large models. This review not only advances the theoretical understanding of sustainability conflicts and intelligent optimization mechanisms in FCCL, but also offers actionable guidance for industry stakeholders and policymakers to support data-driven, low-carbon, and scalable cold chain transformation.
食品冷链物流(FCCL)在流通过程中保持低温条件,从而减少食品损失。然而,FCCL需要大量消耗能源、制冷剂和其他资源,导致大量温室气体排放。因此,FCCL面临着多个可持续目标(如食品质量、经济效率和环境影响)在不同视角和尺度上的复杂和无处不在的冲突。协调混合目标和调和相互冲突的决定是确保FCCL可持续发展的必要条件。本研究建立了FCCL可持续发展的绩效评价标准,并从基础制冷机制、微观低温循环、中观供给运行和宏观产业政策等多个角度确定了FCCL可持续发展的主要冲突。从不同的角度回顾了智能优化的最新进展;进一步分析和总结了当前面临的挑战和未来的发展趋势。随着向工业4.0时代的过渡,中铁正在经历数字化和可持续转型,智能决策工具在可持续发展驱动的优化中发挥着关键作用。智能优化方法越来越多地解决现实世界冷链动态的复杂性,侧重于多阶段、多智能体和多区域的交互,同时提高准确性、及时性和泛化性。在不同的应用场景下,优化的侧重点也有所不同:制冷系统设计强调灵活性、稳定性和低碳排放;环境控制优先考虑精度、效率和连续性;运营管理强调产品安全和利益相关者利益;产业发展突出区域适应和环境保护。未来在多模态信息融合、需求驱动的供给协调和时空资源匹配等方面的突破有望推动FCCL的可持续自我优化,特别是通过集成数字孪生和垂直大模型的多智能体协作框架。本综述不仅推进了对FCCL可持续发展冲突和智能优化机制的理论认识,而且为行业利益相关者和政策制定者支持数据驱动、低碳和可扩展的冷链转型提供了可操作的指导。
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引用次数: 0
Marine biomaterials for advanced food packaging: From sourcing to intelligent functional design and commercial prospects 先进食品包装用海洋生物材料:从采购到智能功能设计和商业前景
IF 15.4 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-13 DOI: 10.1016/j.tifs.2026.105560
Cheng Wang , Mengru Zhang , Tong Zhang , Haitao Du , Hongmin Xia , Renwei Guan , Fengdan Guo , Xinyi Li , Mingming Wang , Xiuwen Jia , Ping Wang

Background

The persistent environmental impact of conventional petroleum-based plastic packaging, has intensified the need for sustainable alternatives. Marine biological resources provide renewable, biodegradable, and functionally diverse materials for next-generation food packaging. These biomolecules exhibit inherent properties suitable for developing active and intelligent packaging systems that can extend shelf life and monitor food quality in real time.

Scope and approach

In this review, the sources and functional design of marine-derived biomaterials in food packaging are comprehensively analyzed and discussed. It encompasses the extraction and utilization of key marine biopolymers, the design strategies for active (antimicrobial, antioxidant, and antiviral) and intelligent (pH-, gas-, and temperature-responsive) packaging materials, and their role in enhancing sensory characteristics and environmental sustainability. Based on this foundation, the commercialization trends and challenges of marine biomaterials are subsequently analyzed and discussed.

Key findings and conclusions

Marine-derived packaging materials represent a transformative alternative to petroleum-based materials. By leveraging the inherent properties of marine-derived packaging materials and integrating pH-, gas-, and temperature-responsive or other components into them through composite fabliulirication, they can achieve multifunctionality, which collectively improves food safety, shelf life, and sensory qualities. However, marine-derived packaging materials are limited by several challenges. To achieve their commercialization, cost efficiency, regulatory standards, and material consistency must be addressed. The integration of emerging technologies, such as Artificial Intelligence (AI)-driven design and four-dimensional (4D) printing, can accelerate intelligent, responsive packaging systems. Ultimately, marine biomaterials will be pivotal in transitioning toward a blue circular economy.
传统石油基塑料包装对环境的持续影响加剧了对可持续替代品的需求。海洋生物资源为下一代食品包装提供了可再生、可生物降解和功能多样化的材料。这些生物分子表现出固有的特性,适合开发主动和智能包装系统,可以延长保质期和实时监控食品质量。本文对海洋生物材料在食品包装中的来源和功能设计进行了全面的分析和探讨。它包括关键海洋生物聚合物的提取和利用,活性(抗菌、抗氧化和抗病毒)和智能(pH、气体和温度响应)包装材料的设计策略,以及它们在增强感官特性和环境可持续性方面的作用。在此基础上,对海洋生物材料的商业化趋势和面临的挑战进行了分析和讨论。主要发现和结论:海洋衍生包装材料代表了石油基材料的一种变革性替代品。通过利用海洋源包装材料的固有特性,并通过复合加工将pH,气体和温度响应或其他成分整合到其中,它们可以实现多功能,从而共同提高食品安全性,保质期和感官质量。然而,海洋来源的包装材料受到几个挑战的限制。为了实现它们的商业化,必须解决成本效率、监管标准和材料一致性问题。新兴技术的整合,如人工智能(AI)驱动的设计和四维(4D)打印,可以加速智能,响应包装系统。最终,海洋生物材料将成为向蓝色循环经济过渡的关键。
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引用次数: 0
Rational design of fermented mustard tuber quality: Transitioning from empirical processing to precision control via texture-flavor synergy and targeted fermentation strategies 发酵芥菜块茎品质的合理设计:通过质香协同和针对性发酵策略从经验加工过渡到精确控制
IF 15.4 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-18 DOI: 10.1016/j.tifs.2026.105570
Wenxin Chen , Xiaoli Qin , Pingping Shi , Jinfeng Zhong

Background

Fermented mustard tuber is a globally popular vegetable product, distinguished by its unique synergy of crisp texture and complex flavor. However, the biological and physicochemical mechanisms governing the co-evolution of these attributes remain elusive, hindering the transition from empirical processing to standardized industrial production.

Scope and approach

The present review establishes an integrative “source-process-control” framework to decipher quality formation from raw materials to the final product. We systematically analyze the genetic determinants of stem swelling and glucosinolate biosynthesis, trace the dynamic evolution driven by endogenous enzymes, and elucidate the metabolic networks within the fermentation ecosystem.

Key findings and conclusions

This review elucidates the biochemical coupling where tissue disruption acts as a biochemical switch both textural evolution and flavor precursors release. We discussed how processing technologies function as regulators to modulate endogenous enzymatic activities (e.g., activating pectin methylesterase or inhibiting myrosinase), while environmental pressures shape functional microbial communities (e.g., Lactobacillus dominance). Furthermore, we proposed a paradigm shift from spontaneous fermentation to the rational design of functional microbial communities with targeted metabolic activities—defined communities assembled with modular metabolic functions. We propose that future integration of this engineering strategy with spatial multi-omics will allow for the precise regulation of texture-flavor synergy, facilitating a transition from empirical artisanship to data-driven, sustainable manufacturing in the fermented vegetable industry.
发酵芥菜是一种全球流行的蔬菜产品,其独特的特点是口感清爽,风味复杂。然而,控制这些属性共同进化的生物和物理化学机制仍然难以捉摸,阻碍了从经验加工到标准化工业生产的过渡。本综述建立了一个综合的“源-过程控制”框架来解读从原材料到最终产品的质量形成过程。我们系统地分析了茎肿胀和硫代葡萄糖苷生物合成的遗传决定因素,追踪了内源性酶驱动的动态进化,阐明了发酵生态系统内的代谢网络。主要发现和结论本综述阐明了组织破坏作为生化开关的生物化学耦合,包括结构演变和风味前体释放。我们讨论了加工技术如何作为调节内源性酶活性的调节剂(例如,激活果胶甲基酯酶或抑制黑芥子酶),同时环境压力塑造功能性微生物群落(例如,乳酸菌优势)。此外,我们提出了一种范式转变,从自发发酵到合理设计具有目标代谢活动的功能性微生物群落-定义具有模块化代谢功能的群落。我们建议,未来将这种工程策略与空间多组学相结合,将允许对质地-风味协同作用进行精确调节,促进发酵蔬菜产业从经验工艺向数据驱动的可持续制造过渡。
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引用次数: 0
Comprehensive life cycle assessment of cocoa and chocolate supply chains: Environmental sustainability perspectives 可可和巧克力供应链的综合生命周期评估:环境可持续性观点
IF 15.4 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-03 DOI: 10.1016/j.tifs.2026.105543
Nevzat Konar , Muhammed Fidan , Ibrahim Palabiyik , Ilyas Atalar , Omer Said Toker

Background

Cocoa and chocolate products form a globally significant agri-food chain with substantial economic, cultural, and nutritional value. However, their production and processing are associated with pronounced environmental impacts, primarily due to resource-intensive cocoa farming, complex international supply networks, and energy-demanding manufacturing processes. Life Cycle Assessment (LCA) has become a widely used tool to quantify these impacts, but issues related to data gaps, methodological inconsistencies, and limited scope still constrain its effectiveness.

Scope and approach

This review provides a comprehensive analysis of LCA applications across the cocoa and chocolate supply chains, adopting a cradle-to-grave perspective that encompasses cultivation, processing, packaging, distribution, consumption, and end-of-life phases. Emphasis is placed on methodological evolution, including the integration of hybrid-LCA and multi-regional input-output (MRIO) models. In addition, the review examines challenges related to system boundaries, functional units, co-product allocation methods, and the incorporation of circular economy principles, social LCA (S-LCA), and life cycle costing (LCC).

Key findings

Cocoa cultivation and industrial chocolate production are consistently identified as the main contributors to environmental burdens, particularly in terms of greenhouse gas emissions, human toxicity, and cumulative energy demand. Agricultural practices including conventional, organic, and agroforestry systems strongly influence environmental performance. However, limited field-level data, inconsistent methodological choices, and insufficient attention to socio-economic dimensions hinder the comparability and policy relevance of current studies. Recent efforts toward by-product valorization, such as the conversion of cocoa pod husks into bio-based materials or chemicals, offer promising eco-efficiency gains but remain underexplored in LCA frameworks.

Conclusions and future perspectives

Improving the robustness and applicability of LCA in the cocoa sector requires harmonization of functional units, better allocation procedures, and enhanced data collection across diverse production systems. Integrating hybrid-LCA and MRIO approaches can better capture indirect environmental burdens in globalized supply chains. Future studies should also consider circular economy strategies, socio-economic trade-offs, and consumer behavior during product use and end-of-life stages to enable a more holistic understanding of sustainability performance. These advancements will support evidence-based decision-making for industry and policymakers and contribute to the development of resilient, low-impact cocoa and chocolate supply systems aligned with global sustainability goals.
可可和巧克力产品构成了全球重要的农业食品链,具有巨大的经济、文化和营养价值。然而,它们的生产和加工与明显的环境影响有关,这主要是由于资源密集型的可可种植、复杂的国际供应网络和高能耗的制造过程。生命周期评估(LCA)已成为一种广泛使用的量化这些影响的工具,但与数据差距、方法不一致和范围有限有关的问题仍然限制了其有效性。本综述对可可和巧克力供应链中的LCA应用进行了全面分析,采用了从摇篮到坟墓的视角,包括种植、加工、包装、分销、消费和生命周期结束阶段。重点放在方法的演变,包括混合lca和多区域投入产出(MRIO)模型的整合。此外,本文还探讨了与系统边界、功能单元、共同产品分配方法、循环经济原则、社会LCA (S-LCA)和生命周期成本(LCC)的结合相关的挑战。可可豆种植和工业巧克力生产一直被认为是造成环境负担的主要因素,特别是在温室气体排放、人体毒性和累积能源需求方面。包括传统、有机和农林业系统在内的农业实践对环境绩效有很大影响。然而,有限的实地数据、不一致的方法选择以及对社会经济方面的关注不足阻碍了当前研究的可比性和政策相关性。最近对副产品增值的努力,如将可可豆荚壳转化为生物基材料或化学品,提供了有希望的生态效率收益,但在LCA框架中仍未得到充分探索。结论和未来展望提高可可行业LCA的稳健性和适用性需要协调功能单位、更好的分配程序和加强不同生产系统的数据收集。整合混合lca和MRIO方法可以更好地捕捉全球化供应链中的间接环境负担。未来的研究还应考虑循环经济战略、社会经济权衡以及产品使用和寿命结束阶段的消费者行为,以便更全面地了解可持续性绩效。这些进展将为行业和决策者提供基于证据的决策支持,并有助于开发符合全球可持续发展目标的有弹性、低影响的可可和巧克力供应系统。
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引用次数: 0
Rosemary essential oil: Bridging the gap from animal husbandry to functional foods and therapeutics 迷迭香精油:弥合从畜牧业到功能性食品和治疗的差距
IF 15.4 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-02 DOI: 10.1016/j.tifs.2026.105535
Shengjun Wu , Xiaona Cui

Background

Rosemary essential oil (REO) from Rosmarinus officinalis L. contains bioactive components like 1,8-cineole, α-pinene, camphor, carnosic acid, and rosmarinic acid. These compounds have powerful antibacterial, antioxidant, and anti-inflammatory effects.

Scope and approach

This review combines REO's applications in animal husbandry, food science, and human treatments. It presents REO as a versatile, natural, and multi-functional agent by integrating evidence from different disciplines. It emphasizes its potential to enhance sustainability and health across animal, human, and environmental domains within the “One Health” framework.

Key findings and conclusions

REO improves development, gut health, and meat and egg oxidative stability as a natural alternative to in-feed antibiotics. The food industry uses it as a natural preservative, antioxidant, and flavoring agent to improve shelf life and clean label. REO has healthcare applications in cognitive improvement, neuroprotection, pain treatment, wound healing, and anticancer. To maximize its potential, REO needs interdisciplinary research, improved delivery methods, and integrated value chains.
迷迭香精油(REO)含有1,8-桉树脑、α-蒎烯、樟脑、鼠尾草酸和迷迭香酸等生物活性成分。这些化合物具有强大的抗菌、抗氧化和抗炎作用。本文综述了REO在畜牧业、食品科学和人体治疗方面的应用。它通过整合来自不同学科的证据,将REO呈现为一种通用的、自然的、多功能的代理。它强调了在“同一个健康”框架内加强动物、人类和环境领域的可持续性和健康的潜力。作为饲料中抗生素的天然替代品,reo可改善发育、肠道健康和肉类和鸡蛋的氧化稳定性。食品工业使用它作为天然防腐剂,抗氧化剂和调味剂,以提高保质期和清洁标签。REO在认知改善、神经保护、疼痛治疗、伤口愈合和抗癌方面具有医疗保健应用。为了最大限度地发挥其潜力,REO需要跨学科研究、改进交付方法和整合价值链。
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引用次数: 0
Tailoring plant protein-polysaccharide emulsions: Unveiling mechanisms from structure to function for advanced food systems 裁剪植物蛋白-多糖乳剂:揭示先进食物系统从结构到功能的机制
IF 15.4 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-13 DOI: 10.1016/j.tifs.2026.105559
Qinqiu Zhang , Qing Zhang , Yijie Ren , Jingming Li , Song Miao , Wen Qin

Background

Global clean labelling and the plant-based food surge have made plant protein-polysaccharide emulsions (PPPEs) a research frontier. Yet key challenges remain, including limited interfacial activity, sensitivity to environmental conditions, and unpredictable digestion. Unlocking the multi-scale mechanisms is now essential to create precise controls and drive sustainable food innovation.

Scope and approach

This review consolidates recent advances in PPPEs. It examines various preparation methods, including high-pressure homogenization, microfluidics, and various phase inversions. The analysis focuses on linking structural attributes (such as particle size, interfacial charge) to functional properties (such as stability, rheology), ultimately discussing their applications in advanced food systems.

Key findings and conclusions

The central challenge for PPPEs lies in precisely controlling their interfacial architecture. To unlock this, we must integrate molecular dynamics simulations with in situ characterization to unveil the orientation, conformation, and interactions of interface particles. Furthermore, research on the gastrointestinal fate of these emulsions remains nascent. Systematic investigation into their structural evolution during digestion, coupled with kinetic modeling, is essential to bridge this gap and ultimately predict their functional behavior.
全球清洁标签和植物性食品的兴起使植物蛋白多糖乳剂(PPPEs)成为研究的前沿。然而,关键的挑战仍然存在,包括有限的界面活性、对环境条件的敏感性和不可预测的消化。解锁多尺度机制现在对于创建精确控制和推动可持续食品创新至关重要。范围和方法本综述总结了pppe的最新进展。它检查了各种制备方法,包括高压均质,微流体,和各种相反转。分析的重点是将结构属性(如粒度、界面电荷)与功能属性(如稳定性、流变性)联系起来,最终讨论它们在先进食品系统中的应用。关键发现和结论pppe的核心挑战在于精确控制其接口架构。为了解开这个问题,我们必须将分子动力学模拟与原位表征相结合,以揭示界面粒子的取向、构象和相互作用。此外,对这些乳剂的胃肠道命运的研究仍处于起步阶段。系统地研究它们在消化过程中的结构演变,再加上动力学建模,对于弥合这一差距并最终预测它们的功能行为至关重要。
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引用次数: 0
From texture to digestion: Understanding multi-component interactions in designing starch-based low-glycemic index soft foods 从质地到消化:了解设计淀粉基低血糖指数软食品中的多组分相互作用
IF 15.4 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2025-12-29 DOI: 10.1016/j.tifs.2025.105520
Harkamal Kaur , Bin Tian , Haotian Zheng , Lokesh Kumar

Background

Dysphagia, characterized by impaired swallowing, is commonly managed using starch-based texture-modified foods that ensure safe swallowing and energy provision. Starch's versatility and structural-textural adaptability, makes it a key ingredient in dysphagia diets. However, conventional starch-based foods often exhibit high glycemic indices (GI), posing risks for dysphagic individuals who frequently present with or are predisposed to diabetes. Modifying starch through complexation with proteins, dietary fibers (DFs), lipids, or polyphenols can not only tailor texture but also lower digestibility, enabling the development of low-glycemic index soft foods (low-GISFs).

Scope and approach

This review synthesizes recent insights into starch interactions with major food macromolecules in binary and multicomponent systems and critically evaluates their influence on starch's physicochemical, textural, rheological, and digestive properties. Furthermore, it outlines key design considerations for developing dysphagia-friendly low-GISFs that address additional challenges such as malnutrition and glycemic balance.

Key findings and conclusions

Proteins form interwoven networks with starch chains; DFs enhance hydration and encapsulation; lipids form inclusion complexes yielding ordered crystalline structures; and polyphenols establish inclusion or non-inclusion complexes that modulate enzymatic accessibility. Within these starch-based systems, whether binary or multicomponent, these macromolecules regulate texture, water retention, and starch digestibility. Although soft texture and low-GI behavior have been studied independently, their integration is critical for designing foods for vulnerable populations. Developing multicomponent starch-based composites through informed selection of component ratios, structuring techniques, and functionality, offers a promising strategy to achieve safe, nutritionally-balanced, and metabolically appropriate low-GISFs.
以吞咽功能受损为特征的吞咽困难,通常使用淀粉质改性食品来治疗,以确保安全吞咽和能量供应。淀粉的多功能性和结构-质地适应性,使其成为吞咽困难饮食的关键成分。然而,传统的淀粉类食物通常表现出高血糖指数(GI),对经常患有糖尿病或易患糖尿病的吞咽困难患者构成风险。通过与蛋白质、膳食纤维(DFs)、脂质或多酚络合来修饰淀粉,不仅可以调整淀粉的质地,还可以降低消化率,从而开发出低血糖指数软食品(low-GISFs)。本综述综合了淀粉与主要食物大分子在二元和多组分体系中的相互作用的最新见解,并批判性地评估了它们对淀粉的物理化学、结构、流变学和消化特性的影响。此外,它概述了开发吞咽困难友好型低gisf的关键设计考虑因素,以解决营养不良和血糖平衡等其他挑战。主要发现和结论:蛋白质与淀粉链形成相互交织的网络;DFs促进水化和包封;脂质形成包合物,形成有序的晶体结构;多酚建立包合或非包合复合物,调节酶的可及性。在这些以淀粉为基础的体系中,无论是二元成分还是多元成分,这些大分子调节着结构、保水性和淀粉消化率。虽然柔软的质地和低gi行为已经被独立研究,但它们的整合对于为弱势群体设计食物至关重要。通过明智地选择成分比例、结构技术和功能,开发多组分淀粉基复合材料,为实现安全、营养平衡和代谢适当的低gisf提供了一种有前途的策略。
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引用次数: 0
Smart drying of agricultural produce: An industry 4.0 perspective 农产品智能干燥:工业4.0视角
IF 15.4 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-10 DOI: 10.1016/j.tifs.2026.105557
Jijnasha Bal, V. Kavan Kumar, Narayan Lal Panwar

Background

Internet of Things (IoT) integration facilitates modular sensor deployment and edge-level embedded systems decision-making, while cloud platforms support remote diagnostics and predictive analytics. Machine learning models has supported adaptive control, moisture prediction, and anomaly detection. Digital twins and further enhance simulation accuracy and operational resilience. Despite these advancements, challenges persist in sensor calibration, connectivity, data security, and standardization, particularly in rural deployments.

Scope

IoT enabled framework into agricultural food drying systems is creating a major change in how post-harvest management is handled, connecting current framework of Industry 4.0 principles with the goals of Industry 5.0. This synthesis reviews the development, system architecture, and practical uses of IoT in food drying as a core component of Industry 4.0, stressing its positive impact on energy efficiency, maintaining product quality, and automating processes.

Key findings and conclusion

The paper identifies future directions, including multimodal sensing, blockchain-enabled traceability, and edge AI for autonomous control. By integrating IoT with sustainable engineering and intelligent analytics, the drying of agricultural food materials can be revolutionised to meet global demands for food security, energy conservation, and climate resilience. This review provides a comprehensive roadmap for researchers and practitioners aiming to develop scalable, intelligent, and inclusive drying technologies for the next generation of smart agriculture.
物联网(IoT)集成有助于模块化传感器部署和边缘级嵌入式系统决策,而云平台支持远程诊断和预测分析。机器学习模型支持自适应控制、湿度预测和异常检测。数字孪生和进一步提高模拟精度和操作弹性。尽管取得了这些进步,但在传感器校准、连接、数据安全和标准化方面仍然存在挑战,特别是在农村部署方面。将ScopeIoT框架应用到农业食品干燥系统中,将工业4.0原则的当前框架与工业5.0的目标联系起来,为收获后管理的处理方式带来了重大变化。本文综述了作为工业4.0核心组成部分的物联网在食品干燥中的发展、系统架构和实际应用,强调了其对能源效率、保持产品质量和自动化过程的积极影响。本文确定了未来的方向,包括多模态传感、支持区块链的可追溯性和用于自主控制的边缘人工智能。通过将物联网与可持续工程和智能分析相结合,农业食品材料的干燥可以发生革命性变化,以满足全球对粮食安全、节能和气候适应能力的需求。这篇综述为研究人员和实践者提供了一个全面的路线图,旨在为下一代智能农业开发可扩展的、智能的、包容性的干燥技术。
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引用次数: 0
Cellulose nanofiber-stabilized Pickering emulsions for active food packaging: A review 活性食品包装用纤维素纳米纤维稳定皮克林乳剂的研究进展
IF 15.4 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-05 DOI: 10.1016/j.tifs.2026.105548
Huaqiang Cao , Qi Li , Shilin Liu

Background

Active packaging is an advanced technological approach that not only provides physical protection but also actively preserves food quality and extends shelf life. Given the sustainability challenges associated with petroleum-based plastics, cellulose nanofibers (CNFs) have emerged as a promising bio-based solid particle stabilizer for surfactant-free Pickering emulsions (PEs). Distinguished from other food-grade biomacromolecules, CNFs offer distinct advantages such as renewability, tunable surface chemistry, and high aspect ratio. These characteristics enable CNFs to effectively stabilize PEs, thereby facilitating the development of multifunctional active packaging systems with improved barrier resistance, mechanical strength, and controlled release functionality.

Scope and approach

This review systematically summarizes recent advances in the development and application of CNF-stabilized PEs for food packaging, with a focus on oil–water interfacial engineering. It covers emerging CNFs sources (like coffee grounds and straws), preparation methods, and the critical relationships between CNFs structure, emulsion performance, and packaging functionality, offering a comprehensive perspective on their role in advanced food packaging systems.

Key findings and conclusions

CNFs derived from various natural materials provide unique structural attributes to emulsions. Both CNFs and CNF-based PEs exhibit minimal cytotoxicity, supporting their suitability for edible and biodegradable packaging. The functional performance of the resulting packaging materials, including barrier, mechanical, and active-release properties, can be precisely tailored through Pickering interfacial engineering. Despite promising progress, challenges remain in scaling up production, ensuring cost-effectiveness, and validating efficacy in real-food applications. Future research should emphasize green processing routes and promote commercial adoption to meet evolving industry demands.
活性包装是一种先进的技术方法,不仅提供物理保护,而且还积极地保持食品质量和延长保质期。考虑到与石油基塑料相关的可持续性挑战,纤维素纳米纤维(CNFs)已成为一种有前途的生物基固体颗粒稳定剂,用于无表面活性剂的皮克林乳液(PEs)。与其他食品级生物大分子不同,CNFs具有可再生、表面化学可调和高纵横比等明显优势。这些特性使cnf能够有效地稳定pe,从而促进多功能活性包装系统的开发,具有更好的阻隔性,机械强度和控制释放功能。本文系统地综述了近年来cnf稳定聚乙二醇用于食品包装的开发和应用进展,重点介绍了油水界面工程。它涵盖了新兴的CNFs来源(如咖啡渣和吸管),制备方法,以及CNFs结构,乳化性能和包装功能之间的关键关系,提供了他们在先进食品包装系统中的作用的全面视角。主要发现和结论:从各种天然材料中提取的scnf为乳剂提供了独特的结构属性。cnf和基于cnf的pe都表现出最小的细胞毒性,支持它们适用于可食用和可生物降解的包装。由此产生的包装材料的功能性能,包括屏障、机械和活性释放性能,可以通过皮克林界面工程精确定制。尽管取得了可喜的进展,但在扩大生产、确保成本效益和验证实际食品应用中的功效方面仍然存在挑战。未来的研究应强调绿色加工路线,并促进商业化应用,以满足不断变化的行业需求。
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引用次数: 0
Global patent landscape of marine functional foods: Technological trends, hotspots, and future challenges 全球海洋功能食品专利格局:技术趋势、热点和未来挑战
IF 15.4 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-08 DOI: 10.1016/j.tifs.2026.105555
Wei Guo , Haitao Wang , Yihua Bai , Mingqian Tan

Background

Global health awareness is on the rise, driving transformation and upgrading in the food industry. Marine functional foods have thus emerged as a prominent focus in food and biotechnology applications. Their richness in bioactive compounds and unique health-promoting properties are key drivers behind this trend. Patents serve as important indicators of technological innovation. They provide valuable insights into development trends and the competitive landscape. Therefore, patent analysis plays a crucial role in fostering innovation within the marine functional foods industry.

Scope and approach

Global patent data of marine functional foods from 2005 to 2024 was collected in this study. The global patent landscape of marine functional foods was delineated by integrating patent data mining, patent mapping, and in-depth patent analysis. The technological trends, research hotspots, and future challenges were uncovered for marine functional foods.

Key findings and conclusions

The technological life cycle of marine functional foods was in the growth phase. Marine active component extraction and purification was achieved with supercritical fluid extraction, enzyme hydrolysis-membrane separation, and microbial fermentation transformation. Health functional enhancement methods were established through microencapsulation, liposome encapsulation, and nanodelivery systems. Precision nutrition and health was explored by multi-omics, phenotyping collection, personalized recommendation system, and compound nutrient formulation. The gap between innovation and commercialization, constraints within the bio-manufacturing paradigm, and the lack of unified global standards remain prominent challenges for the marine functional foods industry. Future efforts will require collaborative innovation, sustainable development, and establishing technology to drive industry growth.
全球健康意识不断增强,推动着食品行业的转型升级。因此,海洋功能食品已成为食品和生物技术应用的一个突出焦点。它们丰富的生物活性化合物和独特的健康促进特性是这一趋势背后的关键驱动因素。专利是技术创新的重要指标。它们提供了有关发展趋势和竞争格局的宝贵见解。因此,专利分析在促进海洋功能食品行业的创新中起着至关重要的作用。本研究收集了2005年至2024年全球海洋功能食品的专利数据。通过专利数据挖掘、专利图谱绘制和深度专利分析,勾勒出全球海洋功能食品专利格局。揭示了海洋功能食品的技术发展趋势、研究热点和未来面临的挑战。主要发现与结论海洋功能食品的技术生命周期处于生长期。采用超临界流体萃取、酶解-膜分离、微生物发酵转化等工艺对海洋活性成分进行提取纯化。通过微囊化、脂质体囊化和纳米递送系统建立了增强健康功能的方法。通过多组学、表型收集、个性化推荐系统、复合营养配方等探索精准营养与健康。创新与商业化之间的差距、生物制造范式的限制以及缺乏统一的全球标准仍然是海洋功能食品行业面临的突出挑战。未来的努力将需要协同创新、可持续发展和建立技术来推动行业增长。
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引用次数: 0
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Trends in Food Science & Technology
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