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“5G+无人技术”推动铁合金行业智能化变革
Core Viewpoint - Inner Mongolia Xintaiyuan New Materials Co., Ltd. is leveraging 5G technology and AI to transform its chromium iron production into a "5G + Smart Factory" model, promoting green and intelligent manufacturing in the high-energy-consuming industry, while enhancing safety and resource efficiency for sustainable development [1][2]. Group 1: Challenges and Solutions - The company faces three main challenges in its transition to a smart factory: safety risks from labor-intensive operations, inefficient management due to data silos, and delayed regulatory responses [2]. - Initial deployment of 5G remote control faced issues such as signal interruptions due to high temperatures and electromagnetic interference, as well as low acceptance of new technology among traditional workers [4]. - To address these challenges, the team from China Mobile Inner Mongolia engaged directly with workers, providing demonstrations and explanations to alleviate concerns about technological changes [4][5]. Group 2: Technological Implementation and Achievements - A comprehensive service system was established, including a 5G simulation control platform for training, and a "three-level response" service system for real-time monitoring and emergency support [7]. - Significant improvements were noted, including a 5% reduction in energy consumption per electric furnace, an increase in resource utilization rate to 98%, and annual cost savings exceeding 10 million yuan [7]. - The implementation of a precise energy control system led to a reduction of approximately 12,000 tons of carbon emissions annually, and a 20% decrease in electricity consumption through the use of solar panels and energy management systems [7].
“5G + 无人技术”领航铁合金行业智能化变革 打造智慧工厂新标杆
Zhong Guo Xin Wen Wang· 2025-08-08 06:14
Group 1 - The core viewpoint of the news is the establishment of the first "5G + Smart Factory" demonstration project in the ferrochrome industry by Inner Mongolia Xintaiyuan New Materials Co., Ltd. in collaboration with China Mobile Inner Mongolia, driven by the dual goals of "dual carbon" and digital transformation [2][3] - Inner Mongolia Xintaiyuan New Materials Co., Ltd. is the largest ferroalloy producer in the Ulanqab region, with a total investment of 2 billion yuan, and possesses globally leading ferrochrome production processes and environmental protection systems [3] - The company faces three main challenges in achieving the "smart factory" goal: safety risks from labor-intensive operations, inefficient management due to data silos, and the lagging nature of reactive regulation [3] Group 2 - The integration of 5G technology into traditional high-energy-consuming industries faces significant challenges, including the complex production environment that affects the stability of 5G equipment and the low acceptance of new technologies by traditional workers [3][4] - China Mobile's Ulanqab branch has actively engaged with frontline workers to alleviate their concerns about technological changes through demonstrations and case analyses, while also optimizing 5G equipment to enhance its anti-interference capabilities and heat dissipation [4][5] - A "three-level response" service system has been established to ensure production safety, including real-time monitoring of equipment anomalies, a 24-hour emergency response team, and a rapid spare parts allocation channel [6] Group 3 - The technological transformation has led to significant achievements, including a reduction in safety risks with the implementation of 5G remote control and AI visual monitoring systems, achieving zero major accidents for the year [6] - Production efficiency has improved, with a 5% reduction in energy consumption per electric furnace and a resource utilization rate reaching an industry-leading 98%, resulting in annual cost savings exceeding 10 million yuan [6] - The implementation of a precise energy control system has reduced carbon emissions by approximately 12,000 tons annually, and the collaboration of solar panels with energy management systems has decreased the factory's electricity demand by 20%, contributing positively to the "dual carbon" goals [6]
永安期货铁合金早报-20250808
Yong An Qi Huo· 2025-08-08 02:32
仓单 最新 日变化 周变化 出厂价折盘面 日变化 周变化 宁夏#72 5500 0 -100 5800 主力合约 5834 -74 138 内蒙#72 5500 0 -100 5850 01合约 6012 -56 170 青海#72 5500 50 -100 5830 05合约 6090 -44 190 陕西#72 5450 0 -100 5750 09合约 5834 -74 138 陕西#75 5850 0 -100 主力月基差 -34 74 -238 江苏#72 5600 0 -200 1-5月差 -78 -12 -20 天津#72 6000 -50 0 5-9月差 256 30 52 铁合金早报 现货 盘面 最新 硅铁自然块 产区汇总价 硅铁合格块 贸易商价 品种 项目 硅锰产区出厂价 硅锰贸易商价 供应 需求 800 1300 1800 2300 01/01 02/01 03/01 04/01 05/01 06/01 07/01 08/01 09/01 10/01 11/01 12/01 硅铁:72%FeSi:出口价格:天津港 (美元/吨) 2021 2022 2023 2024 2025 800 1 ...
黑色建材日报-20250808
Wu Kuang Qi Huo· 2025-08-08 00:34
黑色建材日报 2025-08-08 钢材 黑色建材组 陈张滢 从业资格号:F03098415 交易咨询号:Z0020771 0755-23375161 chenzy@wkqh.cn 万林新 从业资格号:F03133967 0755-23375162 wanlx@wkqh.cn 赵 航 从业资格号:F03133652 0755-23375155 zhao3@wkqh.cn 螺纹钢主力合约下午收盘价为 3231 元/吨, 较上一交易日跌 3 元/吨(-0.09%)。当日注册仓单 93491 吨, 环 比增加 4235 吨。主力合约持仓量为 162.8167 万手,环比减少 24402 手。现货市场方面, 螺纹钢天津汇总 价格为 3320 元/吨, 环比减少 10/吨; 上海汇总价格为 3360 元/吨, 环比减少 10 元/吨。 热轧板卷主力 合约收盘价为 3440 元/吨, 较上一交易日跌 11 元/吨(-0.31%)。 当日注册仓单 70915 吨, 环比减少 0 吨。主力合约持仓量为 142.8587 万手,环比减少 31588 手。 现货方面, 热轧板卷乐从汇总价格为 3470 元/吨, 环比减少 0 元 ...
山西吕梁:推动科技创新平台提质增效
Xin Lang Cai Jing· 2025-08-07 07:39
Group 1 - The core viewpoint emphasizes the importance of innovation platforms in gathering various innovative resources, which are crucial for technological innovation and organized research [1] - Since 2024, Luliang City has introduced a series of supportive policies to address the scarcity and weak capacity of innovation platforms, encouraging enterprises and research institutions to collaborate in building these platforms [2][3] - The city aims to enhance the performance assessment of innovation platforms and optimize their layout to improve quality and efficiency [2][3] Group 2 - The Shanxi Multi-functional Magnesium Alloy Forming Technology Innovation Center, established in Luliang, focuses on high-strength, heat-resistant magnesium alloys and aims to become a national leader in this field [2] - Luliang is recognized as a major base for high-quality coking coal, alumina production, and fragrant liquor, but faces challenges in attracting top research talent due to a lack of innovation platforms [2][3] - The city has committed to providing financial support for various innovation platforms, with funding of 5 million yuan for national-level platforms, 3 million yuan for provincial-level, and 1 million yuan for municipal-level platforms [2][3] Group 3 - Luliang's innovation platform construction is aligned with the city's key industrial chains and aims to foster collaboration between leading enterprises and research institutions [3] - As of 2024, Luliang has successfully approved five provincial-level innovation platforms and recognized 21 municipal-level platforms, increasing the total number of innovation platforms to 40 [3] - The city has also seen a rise in high-tech enterprises, with a total of 155, enhancing the collective strength of technological innovation [3] Group 4 - The Luliang Jiaocheng Yiwang Ferroalloy Co., Ltd. has developed a carbon-manganese iron smelting process, utilizing waste slag to produce inorganic fiber density boards, filling a domestic gap [4] - The company aims to leverage innovation platforms to address resource recycling technology challenges and enhance its green development [4] - Luliang has introduced 71 high-level scientific talents through various collaborative models, significantly improving the talent pool for ongoing innovation [5] Group 5 - The establishment of the Jiaocheng Expansion Zone marks a significant step in integrating into the regional innovation system and fostering new productive forces [6] - This zone aims to support the growth of high-growth enterprises and pillar industries, creating a collaborative development environment [6] - Luliang's policies and financial support are designed to guide the establishment of innovation platforms and address industrial technology challenges [6] Group 6 - Luliang's technology department is implementing an innovation platform support project to facilitate shared resources and collaborative research [7] - The city is focusing on performance evaluation and dynamic management of innovation platforms to ensure effective funding and support [7] - Plans are in place to clarify the positioning of each innovation platform and adjust them dynamically to form a systematic layout [7] Group 7 - The city aims to establish 10 new municipal-level or higher innovation platforms this year to enhance the overall capability and competitiveness of Luliang's innovation platforms [8]
铁合金早报-20250807
Yong An Qi Huo· 2025-08-07 02:47
Report Industry Investment Rating - No relevant content provided Core Viewpoints - No clear core viewpoints presented in the given content Summary by Related Catalogs Price - Silicon Ferrosilicon: The latest prices of 72 silicon ferrosilicon in different regions are as follows: 5500 in Ningxia, 5500 in Inner Mongolia, 5450 in Qinghai, 5450 in Shaanxi, 5600 in Jiangsu, 6050 in Tianjin; the price of 75 silicon ferrosilicon in Shaanxi is 5850, and in Tianjin is 1075. The closing price of the main contract is 5908, with a daily change of 192 and a weekly change of -100 [1][3] - Silicon Manganese: The latest prices of 6517 silicon manganese in different regions are: 5850 in Inner Mongolia, 5800 in Ningxia, 5900 in Guangxi, 5850 in Guizhou, 5850 in Yunnan; the closing price of the main contract is 6096, with a daily change of 78 and a weekly change of -20 [3] Supply - Silicon Ferrosilicon: The production capacity utilization rates of 136 silicon ferrosilicon production enterprises in Inner Mongolia, Ningxia, and Shaanxi show different trends from 2021 - 2025. The weekly production of 136 silicon ferrosilicon enterprises in China (with a capacity share of 95%) also varies over the years [4] - Silicon Manganese: The weekly production of silicon manganese in China from 2021 - 2025 shows different values, and the procurement volume and price of 6517 silicon manganese by HeSteel Group also change monthly [6] Demand - Silicon Ferrosilicon: The demand - related data include the production forecast of crude steel in China, the production of stainless - steel crude steel in China, the procurement volume of FeSi75 - B by HeSteel Group, etc., which all show different trends from 2021 - 2025 [4] - Silicon Manganese: The demand for silicon manganese in China (according to the Steel Union's caliber) shows an upward trend from 2021 - 2025, and the export volume also changes over the years [4][7] Inventory - Silicon Ferrosilicon: The inventory data of 60 sample enterprises in China, Ningxia, Inner Mongolia, and Shaanxi, as well as the CZCE's silicon ferrosilicon warehouse receipt quantity, effective forecast, and the sum of warehouse receipts and effective forecasts all show different trends from 2021 - 2025. The average available days of inventory in different regions also vary [5] - Silicon Manganese: The CZCE's silicon manganese warehouse receipt quantity, effective forecast, and the sum of warehouse receipts and effective inventory, as well as the inventory of 63 sample enterprises in China, all show different trends from 2021 - 2025. The average available days of inventory in China also change over the years [7] Cost and Profit - Silicon Ferrosilicon: The electricity prices in different regions (Inner Mongolia, Qinghai, Ningxia, Shaanxi), the market price of blue carbon in Shaanxi, and the production cost, profit from converting to the main contract, and spot profit in Ningxia and Inner Mongolia all show different trends from 2021 - 2025 [5] - Silicon Manganese: The profit of silicon manganese in Inner Mongolia, Guangxi, the northern and southern regions (according to the Steel Union's caliber), and the profit from converting to the main contract in Guangxi and Ningxia all show different trends from 2021 - 2025 [7]
黑色建材日报-20250807
Wu Kuang Qi Huo· 2025-08-07 00:44
Report Industry Investment Rating No relevant content provided. Core Viewpoints - Although the short - term market sentiment has improved, the overall fundamentals remain weak, and the futures prices are expected to gradually return to the real - trading logic. The current static fundamental contradictions are not obvious, and the Politburo meeting has no new statements on real estate. It is expected that the policy direction will continue the previous strict control of the incremental situation. Attention should be paid to the actual repair rhythm of terminal demand and the support strength of the cost side to the prices of finished products [3]. - Short - term commodity prices may be adjusted. Iron ore is expected to fluctuate with the prices of downstream products and mainly oscillate. The market divergence remains, and risk control should be noted [6]. - For manganese silicon and ferrosilicon, it is recommended that investment positions be mainly on the sidelines, and hedging positions can participate opportunistically. In the long - term, the demand of the black sector will weaken marginally [9][10]. - For industrial silicon, although the short - term price is repeated, the high - point may have appeared. For polysilicon, the price is in high - level oscillation, and the short - term price may fluctuate widely. Caution is required when participating [15][16]. - For glass, it is expected to oscillate widely in the short - term. In the long - term, if there are substantial policies in real estate, the futures price may continue to rise. For soda ash, it is expected to oscillate in the short - term, and there are still supply - demand contradictions in the long - term. It is recommended to wait for short - selling opportunities in the long - term [18][19]. Summary by Related Catalogs Steel - **Price and Position Data**: The closing price of the rebar main contract was 3234 yuan/ton, up 1 yuan/ton (0.030%) from the previous trading day. The registered warehouse receipts increased by 893 tons to 89256 tons, and the main contract position decreased by 56263 lots to 1.652569 million lots. The closing price of the hot - rolled coil main contract was 3451 yuan/ton, down 6 yuan/ton (- 0.17%) from the previous trading day. The registered warehouse receipts remained unchanged at 55998 tons, and the main contract position decreased by 1559 lots to 1.460175 million lots [2]. - **Market Analysis**: The real - estate policy remains basically unchanged. The export volume has decreased significantly this week. The speculative demand for rebar has decreased, and there is inventory accumulation. The demand for hot - rolled coils has increased slightly, with a rapid increase in production and a small inventory accumulation. The inventory levels of rebar and hot - rolled coils are at a five - year low [3]. Iron Ore - **Price and Position Data**: The main contract (I2509) of iron ore closed at 794.50 yuan/ton, down 0.50% (- 4.00), with a position change of - 26208 lots to 358300 lots. The weighted position was 942500 lots. The spot price of PB powder at Qingdao Port was 776 yuan/wet ton, with a basis of 30.13 yuan/ton and a basis rate of 3.65% [5]. - **Supply - Demand and Inventory Analysis**: Overseas iron ore shipments decreased, with both Australian and Brazilian shipments declining. The shipments from non - mainstream countries increased, and the arrival volume increased. The daily average pig iron output decreased. The port inventory decreased, and the steel mill's imported ore inventory increased slightly. The profitability of steel mills is still at a high level, and the demand support remains [6]. Manganese Silicon and Ferrosilicon - **Price and Position Data**: The main contract of manganese silicon (SM509) closed up 1.30% at 6096 yuan/ton. The spot price in Tianjin was 6000 yuan/ton, up 150 yuan/ton from the previous day, with a basis of 94 yuan/ton. The main contract of ferrosilicon (SF509) closed up 3.36% at 5908 yuan/ton. The spot price in Tianjin was 6050 yuan/ton, up 150 yuan/ton from the previous day, with a basis of 142 yuan/ton [8][9]. - **Fundamental Analysis**: Manganese silicon is in an over - supplied industrial pattern, with marginal weakening of future demand and potential downward adjustment of costs. Ferrosilicon also faces the risk of weakening demand and a significant decline in pig iron output in the future [10]. Industrial Silicon and Polysilicon - **Price and Position Data**: The main contract of industrial silicon (SI2511) closed at 8700 yuan/ton, up 2.47% (+ 210). The weighted contract position increased by 21227 lots to 522034 lots. The main contract of polysilicon (PS2511) closed at 51345 yuan/ton, up 2.02% (+ 1015). The weighted contract position increased by 5970 lots to 387318 lots [13][15]. - **Market Analysis**: For industrial silicon, the supply is in excess, and the effective demand is insufficient. The price may be repeated in the short - term. For polysilicon, the price is affected by the expected capacity integration plan and the enterprise's price - holding strategy, and it is in high - level oscillation. The inventory may accumulate slightly in August [14][16]. Glass and Soda Ash - **Price and Inventory Data**: The spot price of glass in Shahe was 1181 yuan, down 9 yuan from the previous day. The total inventory of national float glass sample enterprises decreased by 239.7 million weight boxes to 5949.9 million weight boxes, a decrease of 3.87% month - on - month and 13.88% year - on - year. The spot price of soda ash was 1320 yuan, up 70 yuan from the previous day. The total inventory of domestic soda ash manufacturers increased by 56000 tons to 1.8518 million tons, an increase of 3.12% [18][19]. - **Market Analysis**: Glass is expected to oscillate widely in the short - term. In the long - term, it depends on real - estate policies. Soda ash is expected to oscillate in the short - term, and there are supply - demand contradictions in the long - term [18][19].
广发期货铁合金早报-20250806
Yong An Qi Huo· 2025-08-06 03:47
仓单 最新 日变化 周变化 出厂价折盘面 日变化 周变化 宁夏#72 5400 0 -150 5700 主力合约 5716 42 -394 内蒙#72 5400 0 -150 5750 01合约 5856 40 -360 铁合金早报 现货 盘面 最新 品种 项目 | 硅铁自然块 产区汇总价 | 青海#72 | 5400 | -50 | -150 | 5730 | 05合约 | 5944 | 48 | -286 | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | | 陕西#72 | 5350 | 0 | -100 | 5650 | 09合约 | 5716 | 42 | -394 | | | 陕西#75 | 5850 | 0 | -50 | | 主力月基差 | -16 | -42 | 244 | | 硅铁合格块 | 江苏#72 | 5600 | -100 | -300 | | 1-5月差 | -88 | -8 | -74 | | 贸易商价 | 天津#72 | 5900 | 50 | -150 | | 5-9月差 | 228 | 6 | ...
国泰君安期货商品研究晨报:黑色系列-20250806
Guo Tai Jun An Qi Huo· 2025-08-06 01:35
Group 1: Report Industry Investment Ratings - No industry investment ratings are mentioned in the report. Group 2: Core Views of the Report - The report provides trend predictions and fundamental data for various commodities in the black series, including iron ore, rebar, hot-rolled coils, ferrosilicon, silicomanganese, coke, coking coal, and logs. The trends include oscillating repeatedly, wide - range fluctuations due to sector sentiment resonance or market information disturbances, and strong - side oscillations [2]. Group 3: Summaries by Commodity Iron Ore - **Trend**: Oscillating repeatedly [2][6] - **Fundamentals**: The previous day's futures closing price was 798.5 yuan/ton, up 8 yuan/ton with a 1.01% increase. The previous day's position decreased by 18,144 hands. Spot prices of various iron ore types increased, with the exception of domestic ores in some regions. The trend strength is 0 [5]. - **News**: In July, the manufacturing PMI was 49.3%, down 0.4 percentage points from the previous month, indicating a decline in manufacturing prosperity [5]. Rebar and Hot - Rolled Coils - **Trend**: Wide - range fluctuations due to sector sentiment resonance [2][8][9] - **Fundamentals**: For rebar RB2510, the previous day's closing price was 3,233 yuan/ton, up 44 yuan/ton (1.38%); for hot - rolled coil HC2510, it was 3,457 yuan/ton, up 64 yuan/ton (1.89%). Production, inventory, and apparent demand data for rebar and hot - rolled coils in the week of July 31st showed different trends. The trend strength for both is 0 [8][9][10]. - **News**: In July, the manufacturing PMI declined. Other news includes steel production data from key steel enterprises in mid - July and price - related regulations [10][11]. Ferrosilicon and Silicomanganese - **Trend**: Wide - range fluctuations due to market information disturbances [2][13] - **Fundamentals**: Futures prices of ferrosilicon and silicomanganese increased. Spot prices of silicomanganese in Inner Mongolia increased by 80 yuan/ton, while the price of manganese ore decreased by 0.5 yuan/ton - degree. The trend strength for both is 0 [13]. - **News**: There are price quotes for ferrosilicon and silicomanganese from different regions, steel mill procurement information, and news about electricity prices and manganese ore shipment prices [14][15][17]. Coke and Coking Coal - **Trend**: Strong - side oscillations [2][18] - **Fundamentals**: The previous day's futures prices of coking coal JM2509 and coke J2509 increased by 2.9% and 1.2% respectively. Spot prices of some coking coal and coke types changed. The trend strength for both is 0 [19]. - **News**: In July, the manufacturing PMI declined [20]. Logs - **Trend**: Oscillating repeatedly [2][22] - **Fundamentals**: Futures prices of different log contracts showed different trends in terms of closing prices, trading volumes, and positions. Spot prices of various log types remained mostly stable. The trend strength is 1 [23][25]. - **News**: In July, the manufacturing PMI declined [25].
黑色建材日报-20250806
Wu Kuang Qi Huo· 2025-08-06 01:22
Report Industry Investment Rating No relevant content provided. Core Viewpoints of the Report - The overall atmosphere in the commodity market remained weak yesterday, with the prices of finished products showing a weak and volatile trend. Although the short - term market sentiment has improved, the overall fundamentals are still weak, and the futures prices may gradually return to the real - trading logic. The current static fundamental contradictions are not obvious, and the Politburo meeting has no new statements on real estate, so the policy direction is expected to continue the previous strict control of incremental trends. Attention should be paid to the actual repair rhythm of terminal demand and the support strength of the cost side for finished product prices [3]. - The price of iron ore may fluctuate with the prices of downstream products and mainly show a volatile trend. The supply growth is limited, and the port inventory is trending downward. The demand support still exists, but the market divergence remains, and risk control is necessary [6]. - For manganese silicon and ferrosilicon, it is recommended that investment positions mainly adopt a wait - and - see approach, while hedging positions can seize opportunities according to their own situations. In the long - term, both may face the situation of weakening marginal demand [9][10]. - The price of industrial silicon may be weak in the short term, and the price of polysilicon may show a high - level volatile trend. The price increase chain of polysilicon needs to be further observed whether it can be smoothly transmitted to the downstream [14][15]. - The prices of glass and soda ash are expected to be volatile in the short term. For glass, if there are substantial real - estate policies, the futures price may continue to rise; for soda ash, it is recommended to wait and see in the short term and look for short - selling opportunities in the long term [17][18]. Summary According to Relevant Catalogs Steel - **Price and Position Information**: The closing price of the rebar main contract was 3204 yuan/ton, up 1 yuan/ton (0.031%) from the previous trading day. The registered warehouse receipts decreased by 2394 tons, and the main contract positions decreased by 18,068 lots. The spot prices in Tianjin and Shanghai decreased by 20 yuan/ton. The closing price of the hot - rolled coil main contract was 3417 yuan/ton, up 16 yuan/ton (0.470%). The registered warehouse receipts decreased by 1176 tons, and the main contract positions decreased by 17,689 lots. The spot price in Shanghai increased by 20 yuan/ton, while that in Lecong remained unchanged [2]. - **Market Analysis**: The speculative demand for rebar decreased significantly with the price decline, leading to inventory accumulation. The demand for hot - rolled coils increased slightly, the production increased rapidly, and the inventory increased slightly. The current inventory levels of rebar and hot - rolled coils are at the lowest in the past five years [3]. Iron Ore - **Price and Position Information**: The main contract (I2509) of iron ore closed at 798.50 yuan/ton, up 1.01% (+8.00). The positions decreased by 18,144 lots to 384,500 lots. The weighted positions were 945,900 lots. The spot price of PB powder at Qingdao Port was 780 yuan/wet ton, with a basis of 30.53 yuan/ton and a basis rate of 3.68% [5]. - **Supply - Demand and Inventory Situation**: The overseas iron ore shipments decreased month - on - month, with shipments from Australia and Brazil both decreasing. The shipments from non - mainstream countries increased, and the arrivals increased. The daily average pig iron output decreased by 1.52 tons to 240.71 tons. The port inventory decreased month - on - month, and the steel mill's imported ore inventory increased slightly [6]. Manganese Silicon and Ferrosilicon - **Price and Position Information**: On August 5, the main contract of manganese silicon (SM509) rose 0.77% to close at 6018 yuan/ton, and the spot price in Tianjin was 5850 yuan/ton, with a premium of 22 yuan/ton over the futures. The main contract of ferrosilicon (SF509) rose 0.74% to close at 5716 yuan/ton, and the spot price in Tianjin was 5900 yuan/ton, with a premium of 184 yuan/ton over the futures [8][9]. - **Market Analysis**: In the short term, the market sentiment has cooled down, and the prices may fluctuate greatly. In the long - term, both manganese silicon and ferrosilicon may face the situation of weakening marginal demand [10][11]. Industrial Silicon and Polysilicon - **Industrial Silicon**: The closing price of the main contract (SI2511) was 8490 yuan/ton, up 1.43% (+120). The weighted positions decreased by 1174 lots to 500,807 lots. The spot prices of different grades decreased. The price may be weak in the short term, and attention should be paid to the support at 8250 yuan/ton [13]. - **Polysilicon**: The closing price of the main contract (PS2511) was 50,330 yuan/ton, up 2.76% (+1350). The weighted positions increased by 18,874 lots to 381,348 lots. The spot prices remained flat. The price may show a high - level volatile trend, and the support levels are 47,000 and 44,000 yuan/ton [14][15]. Glass and Soda Ash - **Glass**: The spot prices in Shahe remained unchanged, while those in Central China decreased by 30 yuan. The national inventory of float glass decreased. The net short positions decreased. The price may be volatile in the short term, and in the long - term, it depends on real - estate policies and demand [17]. - **Soda Ash**: The spot price increased by 10 yuan. The domestic inventory increased, and the downstream demand was tepid. The production was stable, and the output is expected to increase. The price may be volatile in the short term, and it is recommended to wait and see in the short term and look for short - selling opportunities in the long term [18].