Workflow
铝产业链
icon
Search documents
金融期货早评-20250905
Nan Hua Qi Huo· 2025-09-05 03:33
Report Industry Investment Ratings No specific industry investment ratings are provided in the reports. Core Views - **Domestic and Overseas Economy**: Domestically, pro - service consumption policies in September and real - estate policies are being promoted, but their effects need further observation. Industrial profit repair takes time. Overseas, the US economy shows "soft landing" features, and employment data strengthens the market's Fed rate - cut expectation. Attention should be paid to non - farm employment and unemployment data. Also, the high prices of long - term bonds in the UK, Germany, and France may lead to speculation about a global credit "crisis" [2]. - **Renminbi Exchange Rate**: The core of the current RMB - US dollar exchange rate is the rhythm control. External environment changes will dominate the short - term spot exchange rate. After a strong employment report followed by a weak QCEW correction notice, market dovish sentiment may increase. The non - farm data is crucial. The RMB - US dollar spot exchange rate is likely to gradually repair to a reasonable equilibrium, with attention on market sentiment around 7.13 [4]. - **Stock Index**: The stock index is expected to adjust in the short term, with limited downside space [4]. - **Treasury Bonds**: The bond market lacks upward momentum, and the 10 - year Treasury yield has resistance around 1.75%. The market may enter a short - term shock. It is not advisable to chase high, and previous long positions should stop profit [7]. - **Container Shipping**: The short - term weak and volatile pattern continues. There are uncertainties from US tariffs and mainstream shipping companies' Golden Week blank - sailing plans. EC is likely to continue to fluctuate, and it is recommended to wait and see [10]. - **Commodities - Non - ferrous Metals**: - Copper: Copper prices may remain strong in the short term due to tight supply and the Fed rate - cut expectation [12]. - Aluminum: Aluminum is expected to be volatile and strong in the short term, with a price range of 20,500 - 21,000. It is recommended to build positions in batches on dips. Alumina is in a weak and volatile state, and it is recommended to sell call options. Cast aluminum alloy is also volatile and strong [14]. - Lead: Lead prices are expected to fluctuate, and strategies such as selling out - of - the - money call options or double - selling can be considered [16]. - Zinc: Zinc prices are affected by the macro environment and are expected to be in a bottom - strong and volatile state in the short term. Trading strategies such as selling the outer market and buying the inner market or selling out - of - the - money put options can be considered [19]. - Nickel and Stainless Steel: Affected by the non - ferrous market, they are expected to be in a volatile state. Attention should be paid to the impact of the Fed rate - cut expectation and the US dollar trend [21]. - Tin: Tin prices are expected to be slightly strong due to tight supply, with a target of 276,000 yuan per ton [23]. - Lithium Carbonate: The market is in a shock - adjustment stage. It is recommended to observe the spot - futures price difference and downstream actual receiving situations [24]. - Industrial Silicon and Polysilicon: Industrial silicon has limited downward space and is expected to rise in the medium - to - long - term. Polysilicon is in a wide - range shock state, and caution is needed in operation [26][27]. - **Commodities - Black Metals**: - Rebar and Hot - Rolled Coil: The steel market is in a weak fundamental state, with prices facing upward pressure. However, there are expectations for peak - season demand, and the market may be in a short - term shock - adjustment state. Attention should be paid to actual peak - season demand and macro policies [29]. - Iron Ore: Iron ore prices are currently strong but the rise may not be sustainable. Attention should be paid to short - selling hedging opportunities [31]. - Coking Coal and Coke: After the lifting of the military - parade production restrictions, the supply - demand gap of coke is expected to narrow. There may be room for the coke price to fall in the short term. Coking coal has a loose supply - demand structure, but short - term over - supply is not serious. Attention should be paid to pre - National - Day replenishment and peak - season demand verification [33]. - Ferrosilicon and Silicomanganese: The supply of ferrosilicon and silicomanganese is loose, and they are in a bottom - shock state. It is recommended to go long on the spread between the two when the spread is - 400 for the 01 contract [34][36]. - **Commodities - Energy and Chemicals**: - Crude Oil: The uncertainty of OPEC+ production increase is high, which will affect oil prices next week. Geopolitical risks are short - term interference factors. The oil market may face downward risks after the market sentiment subsides [38]. - LPG: LPG is expected to maintain a volatile state, affected by overseas factors, with controllable supply and uncertain demand [40]. - PTA - PX: The PX - TA market is mainly affected by structural contradictions, with a long - term trend of concentrated profits towards the PX end. It is recommended to shrink the PTA01 processing fee when it is above 350 [43]. - MEG - Bottle Chip: Ethylene glycol is expected to oscillate between 4,250 - 4,500, mainly following cost and commodity sentiment. It is recommended to build long positions on dips or sell the 4,250 put option for the 10 - contract [47]. - Methanol: The main contradiction of methanol lies in port pressure and high Iranian shipments. It is recommended to hold a small number of long positions and sold put options and pay attention to Iranian shipments and port pick - up [48]. - PP: The supply of PP is increasing, and the demand is uncertain. Its future trend depends on whether downstream demand can maintain high growth [51]. - PE: PE is in a pattern of decreasing supply and increasing demand, but the driving force from demand is not strong. It is expected to be in a volatile state [53]. - Pure Benzene and Styrene: The short - term unilateral driving force of pure benzene and styrene is weak. Pure benzene is expected to be weak and volatile, and for styrene, it is not recommended to short - sell unilaterally. Wait for the end of the decline and then consider buying at a low price [55][56]. - Fuel Oil: Fuel oil is dragged down by OPEC production increase expectations, and the downward driving force remains [57]. - Low - Sulfur Fuel Oil: Low - sulfur fuel oil is affected by OPEC production increase news. Its valuation is low, and it is recommended to wait for long - position opportunities [59]. - Asphalt: Asphalt's short - term performance is mainly affected by cost. In the medium - to - long - term, demand may improve with the arrival of the construction season, but there are still rainfall disturbances [61]. - Rubber and 20 - Number Rubber: Rubber prices are expected to fluctuate, with a slow upward - moving center of gravity. It is recommended to wait and see unilaterally and hold positive spreads for RU9 - 1 [65]. - Urea: Urea is in a pattern with support below and suppression above. The 01 contract is expected to oscillate between 1,650 - 1,850. Attention should be paid to the 1 - 5 reverse spread [66][67]. - Glass, Soda Ash, and Caustic Soda: Soda ash has a supply - strong and demand - weak pattern, with stable demand and high upstream and mid - stream inventories [68]. Summaries by Related Catalogs Financial Futures - **Macro**: US ISM service PMI expands at the fastest pace in half a year, but employment is weak, and prices remain high. The trade deficit widens, and the Fed rate - cut expectation is strengthened [1]. - **Renminbi Exchange Rate**: The on - shore RMB - US dollar exchange rate rises. External environment changes will dominate the short - term spot exchange rate. Attention should be paid to non - farm data [3][4]. - **Stock Index**: The stock index falls with increased volume, and it is expected to adjust in the short term with limited downside space [4][5]. - **Treasury Bonds**: The bond market lacks upward momentum, and the 10 - year Treasury yield has resistance around 1.75%. The market may enter a short - term shock [7]. Container Shipping - The short - term weak and volatile pattern continues. There are uncertainties from US tariffs and shipping companies' blank - sailing plans [8][10]. Commodities - Non - ferrous Metals - **Copper**: The copper price falls slightly but may remain strong in the short term due to tight supply and the Fed rate - cut expectation [11][12]. - **Aluminum**: Aluminum is volatile and strong in the short term, with a price range of 20,500 - 21,000. Alumina is weak and volatile, and cast aluminum alloy is also volatile and strong [13][14]. - **Lead**: Lead prices fluctuate, and strategies such as selling out - of - the - money call options can be considered [15][16]. - **Zinc**: Zinc prices are affected by the macro environment and are in a bottom - strong and volatile state in the short term [18][19]. - **Nickel and Stainless Steel**: Affected by the non - ferrous market, they are in a volatile state, and attention should be paid to the Fed rate - cut expectation and the US dollar trend [19][21]. - **Tin**: Tin prices are slightly strong due to tight supply, with a target of 276,000 yuan per ton [23]. - **Lithium Carbonate**: The market is in a shock - adjustment stage. Observe the spot - futures price difference and downstream actual receiving situations [23][24]. - **Industrial Silicon and Polysilicon**: Industrial silicon has limited downward space and is expected to rise in the medium - to - long - term. Polysilicon is in a wide - range shock state [25][27]. Commodities - Black Metals - **Rebar and Hot - Rolled Coil**: Steel mills resume production after the military parade. The market is in a weak fundamental state, with prices facing upward pressure but also supported by peak - season demand expectations [28][29]. - **Iron Ore**: Iron ore prices are strong, but the rise may not be sustainable. Attention should be paid to short - selling hedging opportunities [30][31]. - **Coking Coal and Coke**: After the lifting of production restrictions, the coke supply - demand gap is expected to narrow. Coking coal has a loose supply - demand structure [31][33]. - **Ferrosilicon and Silicomanganese**: The supply of ferrosilicon and silicomanganese is loose, and they are in a bottom - shock state [34]. Commodities - Energy and Chemicals - **Crude Oil**: OPEC+ production increase expectations and US crude oil inventory accumulation lead to a decline in oil prices. The uncertainty of OPEC+ production increase affects future prices [37][38]. - **LPG**: LPG is affected by overseas factors, with controllable supply and uncertain demand, and is expected to maintain a volatile state [39][40]. - **PTA - PX**: The PX - TA market is affected by structural contradictions, with a long - term trend of concentrated profits towards the PX end [41][43]. - **MEG - Bottle Chip**: Ethylene glycol oscillates between 4,250 - 4,500, mainly following cost and commodity sentiment [44][47]. - **Methanol**: The main contradiction of methanol lies in port pressure and high Iranian shipments [48]. - **PP**: The supply of PP is increasing, and the demand is uncertain, depending on downstream demand growth [50][51]. - **PE**: PE is in a pattern of decreasing supply and increasing demand, but the demand driving force is not strong [52][53]. - **Pure Benzene and Styrene**: The short - term unilateral driving force of pure benzene and styrene is weak [54][56]. - **Fuel Oil**: Fuel oil is dragged down by OPEC production increase expectations [57]. - **Low - Sulfur Fuel Oil**: Low - sulfur fuel oil is affected by OPEC production increase news, with low valuation [59]. - **Asphalt**: Asphalt's short - term performance is mainly affected by cost, and demand may improve in the medium - to - long - term [60][61]. - **Rubber and 20 - Number Rubber**: Rubber prices are expected to fluctuate, with a slow upward - moving center of gravity [62][65]. - **Urea**: Urea is in a pattern with support below and suppression above, and attention should be paid to the 1 - 5 reverse spread [66][67]. - **Glass, Soda Ash, and Caustic Soda**: Soda ash has a supply - strong and demand - weak pattern [68].
《有色》日报-20250811
Guang Fa Qi Huo· 2025-08-11 07:55
Report Industry Investment Ratings - There is no information about industry investment ratings in the provided reports. Core Views Copper - Copper pricing returns to macro trading. With the US economy weakening, the copper price faces upward pressure. However, from the Samuelson rule, the market has not entered a recession narrative, and the downside space is difficult to open. In the short term, the copper price lacks upward momentum and is expected to fluctuate within a range, with the main contract referring to 77,000 - 80,000 yuan/ton. The "tight mine supply + resilient demand" provides price support [1]. Aluminum - The alumina market is expected to maintain a slight surplus, with the main contract price expected to fluctuate widely between 3,000 - 3,400 yuan/ton. The aluminum price is expected to remain under pressure at high levels in the short term, with the main contract price referring to 20,000 - 21,000 yuan/ton. Key factors to monitor include inventory changes and marginal demand changes [5]. Aluminum Alloy - The supply - demand imbalance of aluminum alloy is expected to continue, with the market remaining in a narrow - range oscillation. The main contract is expected to trade between 19,200 - 20,200 yuan/ton. Key factors to watch are upstream scrap aluminum supply and import changes [7]. Zinc - The basic situation of "loose supply + weak demand" is insufficient to boost the continuous upward movement of the zinc price, but the low inventory provides price support. In the short term, the zinc price is expected to oscillate, with the main contract referring to 22,000 - 23,000 yuan/ton [10]. Tin - If the supply of tin ore recovers smoothly, a short - selling strategy is recommended; if the supply recovery falls short of expectations, the tin price is expected to continue to oscillate at a high level. Key factor to monitor is the import situation of Burmese tin ore [14]. Nickel - In the short term, the nickel price is expected to adjust within a range, with the main contract referring to 118,000 - 126,000 yuan/ton. The medium - term supply is expected to be loose, which restricts the upward space of the price. Key factor to watch is the change in macro expectations [16]. Stainless Steel - The stainless steel price is expected to oscillate in the short term, with the main contract operating between 12,600 - 13,200 yuan/ton. Key factors to monitor are policy trends and the supply - demand situation of nickel ore and nickel iron [17]. Lithium Carbonate - The market sentiment and news mainly drive the lithium carbonate price. The main contract price may test the range of 78,000 - 80,000 yuan/ton. However, attention should be paid to the fact that the current price has already reflected some of the results, and unilateral trading should be cautious [20]. Summary by Directory Copper Price and Basis - SMM 1 electrolytic copper price is 78,530 yuan/ton, up 0.04% from the previous day; SMM 1 electrolytic copper premium is 120 yuan/ton, up 10 yuan/ton from the previous day [1]. Fundamental Data - In July, electrolytic copper production was 117.43 million tons, up 3.47% month - on - month; imports were 30.05 million tons, up 18.74% month - on - month [1]. Copper View - In the traditional off - season, the market shows a phased situation of weak supply and demand, and inventory is accumulating. However, after the copper price drops, spot trading improves marginally, and downstream buyers purchase at low prices [1]. Aluminum Price and Spread - SMM A00 aluminum price is 20,650 yuan/ton, down 0.19% from the previous day; the premium is - 50 yuan/ton, unchanged from the previous day [5]. Fundamental Data - In July, alumina production was 765.02 million tons, up 5.40% month - on - month; electrolytic aluminum production was 372.14 million tons, up 3.11% month - on - month [5]. Alumina and Aluminum Views - Last week, the alumina futures price was under pressure due to the increase in registered warehouse receipts. The supply of bauxite in Guinea is expected to tighten, but the alumina plants' willingness to cut production is not strong. The aluminum price is affected by factors such as inventory accumulation expectations, weak demand, and macro - level disturbances [5]. Aluminum Alloy Price and Spread - SMM aluminum alloy ADC12 price is 20,250 yuan/ton, unchanged from the previous day; the 2511 - 2512 month - to - month spread is 45 yuan/ton, up 45 yuan/ton from the previous day [7]. Fundamental Data - In June, the production of recycled aluminum alloy ingots was 62.50 million tons, up 1.63% month - on - month; the production of primary aluminum alloy ingots was 25.50 million tons, down 2.30% month - on - month [7]. Aluminum Alloy View - The aluminum alloy market is in a situation of weak supply and demand. The tight supply of scrap aluminum supports the cost, while the demand is suppressed by the traditional off - season [7]. Zinc Price and Spread - SMM 0 zinc ingot price is 22,470 yuan/ton, down 0.18% from the previous day; the 2508 - 2509 month - to - month spread is - 15 yuan/ton, up 15 yuan/ton from the previous day [10]. Fundamental Data - In July, refined zinc production was 60.28 million tons, up 3.03% month - on - month; in June, imports were 3.61 million tons, up 34.97% month - on - month [10]. Zinc View - The upstream zinc mines are in the up - cycle of production and resumption, but the production growth rate is lower than expected. The demand is in the seasonal off - season, and the downstream is cautious in purchasing [10]. Tin Price and Spread - SMM 1 tin price is 268,000 yuan/ton, up 0.30% from the previous day; the 2508 - 2509 month - to - month spread is - 280 yuan/ton, up 160 yuan/ton from the previous day [14]. Fundamental Data - In June, tin ore imports were 11,911 tons, down 11.44% month - on - month; SMM refined tin production was 13,810 tons, down 6.94% month - on - month [14]. Tin View - The supply of tin ore is currently tight, and the demand is expected to be weak after the end of the photovoltaic installation rush and the entry of the electronics industry into the off - season [14]. Nickel Price and Spread - SMM 1 electrolytic nickel price is 121,950 yuan/ton, down 0.16% from the previous day; the 2509 - 2510 month - to - month spread is - 160 yuan/ton, down 60 yuan/ton from the previous day [16]. Fundamental Data - China's refined nickel production in the current period is 31,800 tons, down 10.04% month - on - month; imports are 19,157 tons, up 116.90% month - on - month [16]. Nickel View - The nickel market is oscillating, with weak unilateral driving forces. The macro - level sentiment is temporarily stable, and the supply is expected to be loose in the medium term [16]. Stainless Steel Price and Spread - 304/2B (Wuxi Hongwang 2.0 roll) price is 12,700 yuan/ton, down 0.39% from the previous day; the 2509 - 2510 month - to - month spread is - 65 yuan/ton, down 15 yuan/ton from the previous day [17]. Fundamental Data - China's 300 - series stainless steel crude steel production (43 enterprises) is 171.33 million tons, down 3.83% month - on - month; imports are 12.51 million tons, down 12.00% month - on - month [17]. Stainless Steel View - The stainless steel market is oscillating slightly stronger, but the downstream acceptance of high - priced resources is low. The supply pressure is difficult to reduce in the short term, and the demand is weak [17]. Lithium Carbonate Price and Spread - SMM battery - grade lithium carbonate average price is 71,900 yuan/ton, up 1.13% from the previous day; the 2508 - 2509 month - to - month spread is - 1340 yuan/ton, up 580 yuan/ton from the previous day [20]. Fundamental Data - In July, lithium carbonate production was 81,530 tons, up 4.41% month - on - month; demand was 96,275 tons, up 2.62% month - on - month [20]. Lithium Carbonate View - The lithium carbonate price rose significantly last week, mainly driven by market sentiment and news. The current supply - demand situation is in a tight balance, and the price may test the 78,000 - 80,000 yuan/ton range [20].
国信期货有色(铝产业链):关税政策窗口期结束将至,关注宏观情绪变化对铝链冲击
Guo Xin Qi Huo· 2025-07-06 03:03
Report Industry Investment Rating The document does not mention the industry investment rating. Core Viewpoints of the Report - Macroscopically, the window period after the China - US tariff policy negotiation lasts until July 9th. Attention should be paid to the market sentiment fluctuations that may be brought about by subsequent tariff policy changes [145]. - Alumina is expected to maintain a volatile trend, with the price range from 2,800 to 3,200 yuan/ton. Key factors include potential cost increases due to bauxite price hikes in Guinea, supply glut from复产 and new - capacity releases, low futures inventory, and policies promoting the exit of backward产能 [145]. - Shanghai Aluminium (SHFE Aluminium) is predicted to fluctuate, with the price range from 19,500 to 21,000 yuan/ton. The supply will remain high, but the demand is in a seasonal slump, and the inventory support may weaken [146]. - Aluminum alloy prices are expected to oscillate. High raw material costs support prices, while weak demand during the off - season restricts upward movement [146]. Summary by Directory 1. Market Review - **Macro - environment**: On July 1st, the 6th meeting of the Central Financial and Economic Commission emphasized governance of low - price disorderly competition, product quality improvement, and the exit of backward产能. The US reached a trade agreement with Vietnam. The US ADP employment in June decreased by 33,000, a negative growth since March 2023. Guinea announced bauxite industry reforms, including creating a bauxite index [8]. - **Spot Market**: As of July 4th, the average domestic alumina spot price was 3,115.75 yuan/ton, down 1.96 yuan/ton from June 27th. The average price of Yangtze River Non - ferrous Market aluminum (A00) was 20,750 yuan/ton, down 120 yuan/ton from June 27th [8]. - **Supply Side**: As of July 3rd, the national alumina weekly operating rate was 79.97%, down 0.3% from the previous week. China's primary aluminum (electrolytic aluminum) output in June 2025 was 3.609 million tons, a year - on - year increase of 1.57%, and the cumulative output from January to June was 18.09 million tons, a year - on - year increase of 3.4% [11]. - **Demand Side**: As of July 3rd, the operating rate of domestic leading aluminum downstream processing enterprises was 58.7%, down 0.1% from the previous week. The aluminum processing industry PMI in May was 49.83%, below the boom - bust line [12][68]. - **Cost and Profit**: As of July 3rd, the average full - cost of alumina was about 2,863 yuan/ton, down 3 yuan/ton from June 27th, with an average profit of about 250 yuan/ton. The electrolytic aluminum smelting cost was about 16,507 yuan/ton, down 357 yuan/ton from June 27th, and the average profit expanded to about 4,350 yuan/ton [12]. - **Inventory**: As of July 3rd, the aluminum ingot inventory was 474,000 tons, up 11,000 tons from June 27th, and the aluminum rod inventory was 153,500 tons, up 11,000 tons from June 27th [13]. - **Market Trends**: This week, alumina, SHFE Aluminum, and aluminum alloy all showed a volatile and slightly upward trend [16]. 2. Alumina Fundamental Analysis - **Spot Market**: As of July 4th, the domestic alumina spot price stopped falling and rebounded, with the spot premium narrowing to 76 yuan/ton. Future prices are expected to be under downward pressure due to increased supply willingness [28]. - **Supply**: As of July 3rd, the national alumina weekly operating rate was 79.97%, down 0.3% from the previous week. The total operating capacity is 93.45 million tons, and a new roasting production line is planned to be put into operation in mid - to - late July, which is bearish for prices in the long run [32]. - **Import and Export**: As of July 3rd, the FOB price of Australian alumina was 361.6 US dollars/ton, down nearly 9 US dollars/ton from June 27th. Both import and export windows are closed [34]. - **Cost and Profit**: As of July 3rd, the average full - cost of alumina was about 2,863 yuan/ton, down 3 yuan/ton from June 27th, and the average profit was about 250 yuan/ton, with normal profitability [37]. - **Inventory**: As of July 3rd, the alumina port inventory was 43,000 tons, up 17,400 tons from the previous week, at a four - year low. In May 2025, China's alumina imports decreased year - on - year, while exports increased year - on - year [41][42]. 3. Electrolytic Aluminum Fundamental Analysis - **Cost Side**: As of July 3rd, coal prices in Yulin slightly increased, while those in other regions remained stable. The hydropower price in Yunnan in June decreased to about 0.41 yuan/kWh. The price of pre - baked anodes in major production areas decreased this week [50][53]. - **Cost and Profit**: As of July 3rd, the electrolytic aluminum smelting cost was about 16,507 yuan/ton, down 357 yuan/ton from June 27th, mainly due to lower power costs. The average industry profit expanded to about 4,350 yuan/ton [55]. - **Supply Side**: In June 2025, China's primary aluminum (electrolytic aluminum) output was 3.609 million tons, a year - on - year increase of 1.57%. The cumulative output from January to June was 18.09 million tons, a year - on - year increase of 3.4%. The domestic electrolytic aluminum capacity operating rate in June was 96%, unchanged from the previous month [57]. - **Spot Market**: As of July 4th, the average price of Yangtze River Non - ferrous Market aluminum (A00) was 20,750 yuan/ton, down 120 yuan/ton from June 27th [60]. - **Aluminum Price and Premium**: This week, the SHFE Aluminum main contract was volatile and slightly weak, and the spot price was volatile and falling, with the spot turning to a discount. LME Aluminum was volatile and slightly strong, with a spot discount [67]. - **Demand Side**: As of July 3rd, the operating rate of domestic leading aluminum downstream processing enterprises was 58.7%, down 0.1% from the previous week. The aluminum processing industry PMI in May was 49.83%, below the boom - bust line, indicating a deepening of the off - season effect [68]. - **Inventory**: As of July 3rd, the aluminum ingot inventory was 474,000 tons, up 11,000 tons from June 27th, and the aluminum rod inventory was 153,500 tons, up 11,000 tons from June 27th. The low inventory of aluminum ingots still supports prices, but the support may weaken during the off - season [76]. - **Futures Inventory**: As of July 4th, 2025, the SHFE electrolytic aluminum warehouse receipt inventory was 38,485 tons, up 4,095 tons from June 27th. From June 27th to July 4th, the LME aluminum inventory increased by 11,775 tons to 356,975 tons [79]. - **Import and Export**: The aluminum ingot import profit window is closed. In May 2025, China's exports of unwrought aluminum and aluminum products decreased year - on - year, while imports increased year - on - year [82][88]. - **Terminal Demand**: The real estate market is slowly recovering, and the new energy vehicle market is relatively bright. In June, the retail sales of the national passenger vehicle market and the new energy passenger vehicle market increased year - on - year [90][92]. 4. Aluminum Alloy Fundamental Analysis - **Raw Materials**: The supply and price of scrap aluminum are important factors affecting the cost of aluminum alloy. The price of scrap aluminum remains high, and recent increases in copper and silicon prices also contribute to cost increases [18]. - **ADC12 Spot Price**: The average price of ADC12 shows seasonal fluctuations, and different regions have different price levels [111]. - **Supply**: The production of ADC12 and the import and export volume of unwrought aluminum alloy are important indicators of supply [117]. - **Demand**: The automotive industry is the main demand side for cast aluminum alloy, and the demand has obvious seasonality [125][133]. - **Inventory**: The weekly social inventory of aluminum alloy and the factory inventory of recycled aluminum alloy sample enterprises are important indicators of inventory status [134]. - **Supply - Demand Balance**: The monthly supply - demand balance of aluminum alloy reflects the relationship between supply and demand in the market [138].