Core Viewpoint - The State Council meeting emphasizes enhancing supply-demand adaptability as an effective measure to unleash consumption potential and facilitate economic circulation [1] Group 1: Flexible Manufacturing - Flexible manufacturing is identified as a future direction for manufacturing enterprises to achieve personalized customization in response to increasingly diverse market demands [1][2] - The construction of flexible manufacturing plants in China has transitioned from conceptual exploration to large-scale practical implementation, driven by national strategy and market demand [1][2] - Flexible manufacturing can effectively address the mismatch between supply and demand in traditional mass production, thereby releasing domestic demand potential and creating new demand through high-quality supply [2] Group 2: Market Potential and Growth - The market size of flexible manufacturing was approximately 62 billion yuan in 2020, with expectations to reach 130 billion yuan by 2025, indicating significant growth potential [2] - The penetration of flexible manufacturing is expanding from the automotive and home appliance sectors to include clothing, food, and other industries, with the automotive sector already accounting for 35% of flexible production lines [2] Group 3: Policy Support and Technological Integration - Policies such as the "Implementation Plan for Digital Transformation in Light Industry" aim to enhance flexible production capabilities by promoting the application of smart technologies in various industries [3] - The integration of new information technologies, such as industrial internet platforms and AI, is deepening, providing strong support for rapid production changes and personalized scheduling in flexible manufacturing [3][5] Group 4: Future Trends and Workforce Development - The demand for flexible manufacturing is increasing due to industrial upgrades, which also provide application scenarios for advanced technologies like embodied intelligent robots [4] - The implementation of technologies like digital twins, AI scheduling, and 5G edge computing is expected to drive the development of upstream and downstream industries, creating new job roles in data analysis and algorithm engineering [5] - Strengthening the "digital foundation" and breaking down data barriers across enterprises and industries are essential for the development of flexible manufacturing plants [5]

Core Viewpoint - China State Construction Engineering Corporation (CSCEC) has experienced a decline in stock price and financial performance in 2025, with a notable drop in revenue and net profit compared to the previous year [2][3]. Financial Performance - As of September 30, 2025, CSCEC reported a revenue of 1,558.22 billion yuan, a year-on-year decrease of 4.20% [2]. - The net profit attributable to shareholders was 38.182 billion yuan, reflecting a year-on-year decline of 3.83% [2]. Stock Market Activity - On November 18, 2025, CSCEC's stock price fell by 2.05%, trading at 5.26 yuan per share, with a total market capitalization of 217.345 billion yuan [1]. - The stock has decreased by 8.19% year-to-date, with a 3.13% drop over the last five trading days [1]. Shareholder Information - As of September 30, 2025, the number of shareholders increased to 360,300, up by 4.49% from the previous period [2]. - The average number of circulating shares per shareholder decreased by 4.30% to 114,693 shares [2]. Dividend Distribution - CSCEC has distributed a total of 1,040.48 billion yuan in dividends since its A-share listing, with 331.13 billion yuan distributed over the last three years [3]. Major Shareholders - As of September 30, 2025, China Securities Finance Corporation is the second-largest shareholder, holding 1.258 billion shares [3]. - Hong Kong Central Clearing Limited is the third-largest shareholder, with a reduction of 713 million shares compared to the previous period [3].

Core Viewpoint - The stock of Debon Logistics Co., Ltd. has experienced a decline in recent trading sessions, with a notable drop in both stock price and net inflow of funds, indicating potential challenges in the market [1][2]. Group 1: Stock Performance - As of November 18, Debon shares fell by 2.01%, trading at 14.66 yuan per share, with a total market capitalization of 14.95 billion yuan [1]. - Year-to-date, Debon’s stock price has increased by 3.34%, but it has seen declines of 2.14% over the last five trading days, 4.12% over the last 20 days, and 13.31% over the last 60 days [1]. - The company has appeared on the trading leaderboard four times this year, with the most recent instance on June 6, where it recorded a net buy of -161 million yuan [1]. Group 2: Financial Performance - For the period from January to September 2025, Debon reported a revenue of 30.27 billion yuan, reflecting a year-on-year growth of 6.97%, while the net profit attributable to shareholders was -277 million yuan, a decrease of 153.54% compared to the previous year [2]. - Since its A-share listing, Debon has distributed a total of 784 million yuan in dividends, with 227 million yuan distributed over the last three years [3]. Group 3: Shareholder Information - As of September 30, 2025, the number of shareholders for Debon was 36,900, a decrease of 4.25% from the previous period, with an average of 27,623 shares held per shareholder, an increase of 4.43% [2]. - The top ten circulating shareholders include Hong Kong Central Clearing Limited, which holds 6.02 million shares, a decrease of 6.71 million shares from the previous period [3].

Core Viewpoint - China General Nuclear Power Group has launched a new generation of intelligent industrial control system products (iNICS), marking a significant advancement in the digitalization of nuclear power control systems [1] Group 1: Product Overview - The iNICS product suite includes 20 items across four major categories, featuring new DCS physical and virtual systems, as well as new development tools and service platforms [1] - The system represents a shift from "automated control" single-point devices to an "intelligent service" open ecosystem [1] Group 2: Technological Integration - The new system integrates digital twin and artificial intelligence technologies, creating a comprehensive closed-loop process for nuclear power operations that includes perception, analysis, decision-making, and execution [1] - It achieves 100% domestic production and offers advanced intelligent features such as fault prediction, intelligent monitoring, and decision support [1] Group 3: Industry Impact - The launch signifies a leading breakthrough in the digitalization field of China's nuclear power instrumentation and control systems [1] - The previous "Harmony System," developed by China General Nuclear, has been widely applied in 33 nuclear power units, covering second, third, and fourth generation nuclear technology routes since its release in 2010 [1]

Core Insights - Smart factories are the core engine driving the digital, networked, and intelligent transformation of the manufacturing industry, with Nanjing leading the way in implementing a three-year action plan for "smart transformation and digital transition" [1] Group 1: Intelligent Manufacturing Initiatives - Jinling Petrochemical has established a smart refinery system, achieving significant results in fine management, production optimization, and green low-carbon development, and has been recognized as a "National Excellent Intelligent Factory" [2] - The company has built a 5G customized private network covering the entire plant, connecting over 8,000 smart terminals, enhancing overall digital perception capabilities [2] - Jinling Petrochemical has developed over 40 intelligent applications based on its "Great Wall Model" platform, enabling real-time identification of safety hazards and optimizing production parameters, leading to a capacity increase of over 5% [3] Group 2: Steel Industry Innovations - Nanjing Steel has implemented an "AI Hundred Scenes Thousand Models" three-year plan, integrating AI technology deeply with steel processes, resulting in significant improvements in production intelligence [5] - The company has developed a dual-brain driven intelligent model cluster, enhancing production efficiency, cost control, and customer satisfaction [5] - Nanjing Steel has accumulated over 200 products and solutions, serving more than 100 enterprises, demonstrating a strong demonstration effect and driving impact [6] Group 3: Air Treatment and Clean Production - Nanjing Tianka Environment has automated its production processes, achieving over 80% non-standard customization in air treatment unit manufacturing, significantly enhancing production efficiency [7] - The company has established an end-to-end digital operation system, improving overall manufacturing system efficiency by over 30% and reducing delivery time from 25 days to 20 days [8] - Tianka's clean base has been upgraded to a zero-carbon factory demonstration park, showcasing its dual exploration in green manufacturing and energy-saving [9] Group 4: Siemens' Digital Factory - Siemens CNC (Nanjing) has built a native digital factory using digital twin technology, achieving double-digit annual improvements in production efficiency and significant reductions in delivery time and operational costs [10] - The company has pioneered a "Lego automation" production line model, allowing for rapid reconfiguration in response to market fluctuations [10] - Siemens aims to continue leading in the integration of AI technology and the advancement towards the industrial metaverse [10] Group 5: Nanjing's Role in Intelligent Manufacturing - Nanjing is positioning itself as a hub for intelligent manufacturing, achieving breakthroughs in technology and demonstrating its commitment to building a new landscape for intelligent manufacturing through international cooperation [11]

Core Insights - The 27th China International High-Tech Achievements Fair was successfully held in Shenzhen, focusing on the transformation of smart cities through AI and computing power [1] - Huawei Cloud received multiple awards, including "2025 Leading Solution Provider for Smart Cities in China" and "2025 Leading AI CITY Solution Provider" [1][3] - The development of smart cities in China is transitioning from "cloud as the norm" to "AI as the standard" [3] Huawei Cloud's Contributions - Huawei Cloud's AI CITY concept aims to drive urban modernization by integrating AI technology with infrastructure and data resources [3] - The company has partnered with various cities to implement smart city solutions, resulting in numerous awards for cities like Wuhan, Shijiazhuang, and others [1][3] Case Studies of Smart City Initiatives - Wuhan has developed a digital public infrastructure called "Wuhan Cloud," serving 124 units and integrating over 400 business systems [4] - Shijiazhuang's "Kunpeng Government Cloud" has been operational for over 1,000 days with zero incidents, providing services to over 30 units [5] - Xiangyang has implemented an AI traffic light system, improving traffic efficiency by over 15% [5] - Yancheng has created a city management platform that enhances governance efficiency through AI and data integration [6] - Karamay has achieved 95% of its government systems on the cloud, introducing a digital government assistant named "Xiao Ke" [7] - Bao'an and Qianhai are establishing an innovation center for embodied intelligence robotics, focusing on cutting-edge technology [8] - Huadu District in Guangzhou is leveraging "digital twin" technology to enhance governance and public services [9] - Changping District in Beijing is developing a deep-thinking AI governance model, integrating various AI capabilities [10] Market Position - Huawei Cloud has served over 800 government cloud projects in China since 2012 and holds a 23.3% market share, ranking first in the government cloud market [10][11]

点击下方 卡片 ，关注" 具身智能 之心 "公众号 作者丨 Licheng Shen等 编辑丨具身智能之心 本文只做学术分享，如有侵权，联系删文 >> 点击进入→ 具身智能之心 技术交流群 更多干货，欢迎加入国内首个具身智能全栈学习社区 ： 具身智能之心知识星球 (戳我) ， 这里包含所有你想要的。 导读 模拟铰链物体是计算机视觉与机器人操作仿真中的重要问题。现有方法通常采用两阶段流程——先建模物体不同状态，再推断关节运动——这不仅复杂化工作流 程，还限制了可扩展性。我们提出GaussianArt单阶段训练框架，通过关节式3D高斯模型统一运动与外观建模。本方法支持最多20个部件的复杂物体，并集成鲁 棒部件分割模块以精确分解关节级运动。相较于仅在19个物体上评估的先前的研究，我们通过90个铰接物体进行了大规模扩展评估，涵盖广泛的运动组合与几何 形态。GaussianArt在几何建模、视觉重建和运动估计方面均达到当前最佳水平，并能支持操作仿真等下游应用。本工作于近期被三维计算机视觉领域的垂类学 术会议3DV 2026正式接收。 论文链接 : https://arxiv.org/abs/2508.14891 代码仓 ...

Core Viewpoint - Ronglian Technology's stock has shown a year-to-date increase of 22.80%, despite a slight decline in the recent trading days, indicating potential volatility in its performance [1][2]. Group 1: Stock Performance - As of November 17, Ronglian Technology's stock price reached 8.78 yuan per share, with a trading volume of 1.22 billion yuan and a turnover rate of 2.12%, resulting in a total market capitalization of 58.09 billion yuan [1]. - The stock has experienced a net inflow of 364.69 million yuan from main funds, with significant buying activity from large orders, indicating investor interest [1]. - The stock has appeared on the "龙虎榜" three times this year, with the latest instance on September 15, where it recorded a net purchase of 1.54 billion yuan [1]. Group 2: Company Overview - Ronglian Technology, established on March 12, 2001, and listed on December 20, 2011, specializes in providing comprehensive solutions and professional services for data centers of large and medium-sized enterprises [2]. - The company's revenue composition includes 60.67% from system integration, 26.76% from technical development and services, 11.83% from system products, and 0.75% from other sources [2]. - As of September 30, 2025, the number of shareholders increased by 34.69% to 101,700, while the average circulating shares per person decreased by 25.75% to 6,505 shares [2]. Group 3: Financial Performance - For the period from January to September 2025, Ronglian Technology reported a revenue of 1.056 billion yuan, reflecting a year-on-year decrease of 23.14%, and a net profit attributable to shareholders of 6.404 million yuan, down 38.87% year-on-year [2]. - The company has cumulatively distributed 1.57 billion yuan in dividends since its A-share listing, with no dividends paid in the last three years [3]. - As of September 30, 2025, the top ten circulating shareholders included significant institutional investors, indicating a shift in ownership dynamics [3].

Core Viewpoint - The company is actively advancing its digital transformation initiatives, focusing on the development of a "digital lighthouse factory" at its new headquarters in Hefei Changfeng Industrial Base [1] Group 1: Digital Transformation - The company has been implementing digital transformation since 2019, integrating technologies such as artificial intelligence and digital twins into production, management, and project delivery [1] - The company has developed a smart park digital twin that includes comprehensive 3D modeling and data collection analysis of energy, environment, equipment, and production lines within the park [1] Group 2: Smart Lighthouse Factory - The company's smart lighthouse factory has been recognized as an excellent case of artificial intelligence by the China Communications Industry Association (CCIA) [1]

Core Insights - The Ningbo Industrial Water Supply Company is implementing a digital transformation project at the Yaojiang Water Plant, utilizing technologies such as IoT, digital twin, and AI to enhance operational efficiency and management [1][2] Group 1: Technological Advancements - An AI-powered inspection robot is now monitoring voltage, current, and temperature in the electrical cabinets, reducing manual inspections from six times a day to three, ensuring safety and precision [1] - The integration of 5G private networks and IoT sensing technologies with traditional water treatment processes has led to the creation of a new type of water plant that combines smart sensing, intelligent analysis, and digital control [1] Group 2: Operational Efficiency - The implementation of a mud detection robot and intelligent sludge discharge control has reduced manual intervention by 90%, significantly improving the efficiency of sludge discharge by 30% and lowering energy consumption by 10% [2] - The smart system has increased the daily water supply capacity of the Yaojiang Water Plant to 700,000 tons, allowing for the replacement of approximately 256 million cubic meters of high-quality reservoir water annually [2]