Analysis of the Potential of Palladium Market: Structural Transformation of Global Demand in the Context of the Energy Transition
パラジウム市場の可能性の分析：エネルギー転換の文脈における世界需要の構造的変容 (AI 翻訳)
Alexey Cherepovitsyn, Irina Mekerova, Alexander Nevolin
🤖 gxceed AI 要約
日本語
本研究は、エネルギー転換に伴うパラジウム市場の構造変化を2030年まで評価し、ロシアの生産量を2026-2028年について予測する。指数平滑法が最も高精度（R2=0.9812）で、自動車需要の減少は水素エネルギーやエレクトロニクスなどの新用途で部分的に補われると示す。ロシア生産者は戦略適応と高付加価値化が必要と結論付ける。
English
This study assesses structural transformation of the global palladium market through 2030 and projects Russian production for 2026-2028 using econometric models. Exponential smoothing shows highest accuracy (R2=0.9812). Findings indicate declining automotive demand is partially offset by new applications in hydrogen energy and electronics, requiring Russian producers to adapt strategies and deepen processing.
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
日本はパラジウムを触媒や電子部品に依存しており、供給源の多様化や代替材料の動向は重要。水素エネルギー分野での需要拡大は日本の水素戦略と関連し、資源調達リスクの観点から注目される。
In the global GX context
The study contributes to understanding critical mineral supply chains in the energy transition, relevant to global efforts on EV adoption and hydrogen economy. It highlights supply chain shifts and substitution dynamics, informing international strategies for securing critical materials.
👥 読者別の含意
🔬研究者:Provides quantitative forecasting methods for critical mineral markets under energy transition.
🏢実務担当者:Useful for companies in automotive, electronics, and hydrogen sectors to anticipate palladium supply and price trends.
🏛政策担当者:Informs resource security and diversification policies for critical minerals.
📄 Abstract（原文）
The palladium market represents a critical role in supporting key industrial sectors and facilitating the energy transition, as it is widely used in the automotive industry, electronics, chemical manufacturing, and hydrogen energy. These sectors influence a steady demand amid tightening environmental regulations and the development of green technologies. The aim of this study is to assess the structural transformation of the global palladium market through 2030 and to project Russian palladium production for 2026–2028 amid the energy transition by applying economic-mathematical methods, including linear regression, the Grey forecasting model, exponential smoothing, and Autoregressive Integrated Moving Average (ARIMA) time-series modeling. Particular attention is paid to the analysis of factors influencing the dynamics of the global palladium market, including the electrification of transportation, the substitution of palladium with alternative materials, and changes in global supply chains. The simulation results showed that the exponential smoothing model possesses the highest predictive accuracy, enabling it to estimate future palladium production volumes. The market is undergoing a structural transformation: declining demand from the traditional automotive sector is partially offset by the development of new applications in hydrogen energy, electronics, and advanced materials, suggesting that technological improvements can compensate for the loss of conventional demand segments. The key findings are (1) exponential smoothing (R2 = 0.9812) outperforms linear regression, Grey model, and ARIMA; (2) Russian palladium production is projected at 74–130 tonnes (2026), 63–141 tonnes (2027), and 54–150 tonnes (2028); and (3) the decline in automotive demand is partially offset by new applications. Our findings confirm the need for Russian producers to adapt their strategies to the structural transformation of global demand, deepen domestic processing, and develop new high-tech applications for palladium to maintain their competitive positions amid the energy transition.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.3390/mining6030050first seen 2026-08-03 04:47:28
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