Yet, the risk is unavoidable in perishable product supply chain management. The SDG12 outlines multiple targets, including sustainable management and food waste reduction during production and supply chain 9. The SDG12 indicates efficient utilization of resources, developing energy productivity, sustainable infrastructure, green works, and guaranteeing a good life 8. Artificial intelligence can be employed to increase productivity while decreasing expenses and improving responsible production and consumption, as expounded in the Sustainable Development Goal (SDG) 12 6, 7. However, the industry 4.0 paradigm recommends the automation of processes using novel technologies 5 and new technologies such as artificial intelligence to enhance sustainable performance. Although traditional techniques which are prone to human errors, such as manually monitoring and controlling or utilizing non-intelligent systems, are still employed in meat supply chain management across countries, especially in developing economies 4. Besides, meat spoilage contributes to one-third of emissions (i.e., the greenhouse gas emissions like CO2) and 75% of land area used by wasted food 3. Meat is a highly perishable product that accounts for 13% of food waste 2. It is estimated that 1.3 billion tons (i.e., economic value of over $1 trillion) of produced food is wasted annually, of which 25% of this wasted food can feed the 795 million malnourished people in the world 1. Perishable product supply chain management has attracted scientific attention in the last two decades due to the rising demands for perishable products. Supply chain management (SCM) remains one of the most critical factors in the development of various industries. Therefore, to automate this process and prevent meat spoilage and/or improve meat shelf life which is crucial to consumer meat preferences and sustainable consumption, a classification model was trained by the DCNN and PSO algorithms with 100% accuracy, which discerns wholesome meat from spoiled ones. Artificial intelligence techniques such as deep learning can be utilized in various sections of meat supply chain management––where highly perishable products like spoiled meat need to be separated from wholesome ones to prevent cross-contamination with food-borne pathogens. These new technologies can increase productivity, especially in perishable products of the supply chain by reducing expenses, increasing the accuracy of operations, accelerating processes, and decreasing the carbon footprint of food. Besides, the Sustainable Development Goal (SDG) 12 underscores the urgency of ensuring a sustainable supply chain with novel technologies including Artificial Intelligence to decrease food loss, which has the potential of mitigating food waste. There's an essay or series of linked essays patchworked in my mind that involve object and information persistence, perishability, pertinence, mutability, etc., which involve multiple dimensions.Industry 4.0 recommends a paradigm shift from traditional manufacturing to automated industrial practices, especially in different parts of supply chain management. IDW Announces New Science Fiction Line 2008 There's always a lot of attention paid to the perishability of 50-year-old works, but I'd argue that with the relatively short shelf life most SF & Fantasy books experience, producing ANYTHING for audio download ensures it will live on. Maker of artisanal tofu aims to bring sexy to soybean curd 2010 SARA MOULTON’S EVERYDAY FAMILY DINNERS SARA MOULTON 2010īecause of their extreme perishability, Hodo products are available only in Northern California. Quixotic Obstinance, Quicksilver Memory Sam Sacks 2011Įven more tragically, large numbers of early movies like the second part of the incomparable Wedding March (1928) have been lost through carelessness and the perishability of nitrate film (for further details see here).ĭealing with their perishability is easy: Buy them fresh, bring them right home, keep them well chilled while you store them, and cook them as soon as possible, preferably the same day that you buy them. Spiotta addresses the perishability of memory from many angles, but without a discernible pattern. Walmart Online Grocery Delivery Service Tested In California 2011 The online grocery business has proven difficult to succeed in given the perishability of fresh food and the industry's small profit margins, analysts have said. The plants themselves determine this difference in perishability.įor Democracy, Bet on Peas Over Pineapples Matt Ridley 2011
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