Sustainable Inventory Management for Perishable Dairy Products: A Circular-Economy Approach Integrating Environmental Costs
生鮮乳製品の持続可能な在庫管理:環境コストを統合した循環経済アプローチ (AI 翻訳)
Олена Павлова, Maryna Nagara, Oksanа Liashenko, Kostiantyn Pavlov, Rafał Rumin, Viktoriia Marhasova, Oksana Drebot, Karolina Jakóbik
🤖 gxceed AI 要約
日本語
本研究は、乳製品サプライチェーンにおける循環経済志向の在庫最適化フレームワークを開発。EU排出権取引制度の炭素価格を組み込み、廃棄物削減と価値回復を考慮した。ウクライナのデータを用いた実証では、従来手法と比べ廃棄物を4.8~10%削減し、回収率35%以上で廃棄物が経済・生態学的資産に転換する閾値を特定した。環境コストは総運営費の4.6%を占め、気候規制強化に伴い増加が見込まれる。
English
This study develops a circular-economy inventory optimization framework for dairy supply chains, integrating EU ETS carbon pricing, waste valorization, and deterioration-aware demand management. Empirical calibration using Ukrainian data shows 4.8-10% waste reduction compared to conventional policies, with a critical threshold at 35% salvage recovery rate. Environmental costs represent 4.6% of total operating expenses, projected to rise under tighter climate regulations.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本のGX文脈では、乳製品サプライチェーンにおける環境コスト内部化と循環経済の実装は、食品ロス削減や持続可能な農業の推進に寄与する。ただし、本論文のモデルはウクライナデータに基づき、日本の政策(例:食品リサイクル法)との直接的な連携は薄い。日本の読者には、炭素価格を在庫管理に組み込む手法の参考として価値がある。
In the global GX context
This paper contributes to the global GX discourse by operationalizing environmental cost internalization within supply chain decisions, aligning with EU ETS carbon pricing and circular economy principles. It provides a replicable framework for integrating sustainability into inventory management, relevant for companies pursuing SDGs 2, 12, and 13. The threshold effect (35% salvage rate) offers actionable insight for designing circular supply chains.
👥 読者別の含意
🔬研究者:Demonstrates a novel integration of carbon pricing and circular economy into stochastic inventory optimization, providing a model for sustainable operations research.
🏢実務担当者:Offers a framework for dairy supply chain managers to reduce waste and costs by incorporating carbon costs and establishing circular partnerships with salvage rates above 35%.
🏛政策担当者:Highlights the need for policies that encourage high salvage rates (above 35%) to turn waste into an asset, and supports integration of carbon pricing into operational decisions.
📄 Abstract(原文)
The transition toward sustainable food systems requires innovative approaches to managing perishable products, where inefficient inventory practices contribute significantly to global food loss and environmental degradation. This study develops a circular-economy-oriented inventory optimisation framework for dairy supply chains that integrates environmental externalities and waste valorisation pathways into operational decision-making. Departing from traditional linear “produce–consume–dispose” models, this study embeds three core sustainability mechanisms into a stochastic dynamic-programming framework: (1) progressive environmental cost internalisation aligned with EU Emissions-Trading System carbon pricing, capturing both waste-related emissions and cold-chain energy footprints; (2) circular-economy value-recovery channels that redirect near-expiry products to secondary applications (animal feed, biogas production, industrial processing) rather than disposal; and (3) deterioration-aware demand management that minimises resource throughput while maintaining service levels. Empirical calibration using Ukrainian dairy industry data demonstrates that sustainability-integrated inventory policies reduce waste generation by 4.8–10% relative to conventional approaches, with high-deterioration products showing the greatest potential for improvement. The authors identify a critical threshold in the circular economy: when salvage recovery rates exceed 35%, waste becomes an economic and ecological asset, fundamentally altering the sustainability calculus of inventory decisions. Environmental costs account for 4.6% of total operating expenses at current carbon prices, a share projected to increase substantially as climate regulations tighten. The findings provide actionable guidance for dairy supply chain stakeholders pursuing the Sustainable Development Goals (SDGs 2, 12, 13): processors should establish circular-economy partnerships that achieve salvage rates above 35%, implement product-specific policies for high-deterioration items, and proactively integrate carbon pricing into inventory optimisation. The framework bridges sustainable operations theory and circular economy practice, offering a replicable model for transitioning perishable food supply chains toward closed-loop, low-waste configurations that simultaneously reduce environmental impact and enhance economic performance.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.3390/su18083975first seen 2026-05-05 19:14:01
- semanticscholar https://doi.org/10.3390/su18083975first seen 2026-05-05 22:20:32
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