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Toward Sustainable Supply Chains in Metal Additive Manufacturing: An Energy-Based Limited-Scope Global Warming Potential (GWP) Life Cycle Assessment of Oxygen-Free High Conductivity Copper Powder Production

金属付加製造におけるサステナブルなサプライチェーンに向けて:酸素フリー高伝導度銅粉末製造のエネルギーに基づく限界スコープ地球温暖化係数ライフサイクルアセスメント (AI 翻訳)

Michael Sherwin, John Barnes, Eric Rhodes

Sustainability📚 査読済 / ジャーナル2026-01-29#サプライチェーン
DOI: 10.3390/su18031356
原典: https://doi.org/10.3390/su18031356

🤖 gxceed AI 要約

日本語

本研究は、金属付加製造における酸素フリー高伝導度銅粉末の製造方法(電極誘導溶解ガスアトマイズ法とDirectPowderTM法)の地球温暖化係数を比較するライフサイクルアセスメントを実施。不確実性を考慮したモンテカルロシミュレーションを用い、DirectPowderTM法が39.4%低いGWPを示すことを明らかにした。製造工程全体で92.9%の削減可能性を確認し、サプライチェーンの環境負荷低減に貢献する知見を提供。

English

This study presents a limited-scope life cycle assessment comparing two powder production routes for oxygen-free high conductivity copper in additive manufacturing. Using Monte Carlo simulation, it found that the DirectPowderTM system reduces global warming potential by 39.4% per kg of usable powder (92.9% for powder manufacturing alone) compared to electrode induction melting gas atomization. The research offers guidance for process selection to minimize environmental impact.

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

本論文は、日本の製造業がサプライチェーン全体でのGHG排出削減を検討する上で有用。素材製造段階での環境負荷低減技術の選択肢を示し、カーボンフットプリントの算定基準(CFP-PCR)などとの連携も期待される。

In the global GX context

This paper contributes to global GX discourse by providing a quantitative comparison of manufacturing pathways with Monte Carlo uncertainty analysis, which is relevant for supply chain decarbonization strategies under frameworks like ISSB and CSRD. It demonstrates how additive manufacturing can reduce emissions, supporting circular economy goals.

👥 読者別の含意

🔬研究者:Provides a detailed LCA comparison with uncertainty quantification for metal powder production, useful for further research on additive manufacturing sustainability.

🏢実務担当者:Offers actionable data for supply chain managers to select lower-carbon powder production methods in additive manufacturing.

🏛政策担当者:Demonstrates potential for emission reductions in manufacturing supply chains, supporting policies that incentivize cleaner production technologies.

📄 Abstract(原文)

Powder metallurgy processes manufacture products from metal powders, which can be produced using various methods. When customer requirements permit, powder metal processes can produce products in an additive rather than a subtractive fashion. Thus, this approach reduces the waste associated with traditional subtractive metallurgical forming processes such as machining. In addition to lowering material waste, enhancing design flexibility, and improving process efficiency, additive manufacturing of powder metallurgy products can also reduce environmental impact by reducing energy consumption, raw material use, emissions, transportation, and waste generation. Furthermore, the use of alternative methods for manufacturing metal powders can further reduce environmental impact. In this study, an energy-based limited-scope global warming potential life cycle assessment is presented that compares the carbon intensities of manufacturing critical products made of oxygen-free high-conductivity copper powder via two different powder production routes: electrode induction melting gas atomization, and the DirectPowderTM System, within additive manufacturing supply chains. Instead of relying on single-point estimates, this study uses a Monte Carlo simulation to account for uncertainty and variation in input data. Results indicated that the DirectPowderTM manufacturing pathway had a 39.4% lower global warming potential per kg of usable powder when parts were manufactured via laser powder bed fusion. When only the powder manufacturing methods were included in the analysis, the DirectPowderTM method demonstrated the potential to reduce global warming impact by 92.9% when compared to the electrode induction melting gas atomization process. In total, 11.44 kg CO2-eq per kg of OFHC copper produced is saved when using the DirectPowderTM process. This research provides new insights into the tradeoffs between the environmental impact and functional capabilities of these methods. It offers valuable guidance on process selection for product designers and supply chain professionals seeking to optimize product performance, energy use, and environmental footprint.

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