迈向运营自主，充分释放资产潜能。从单体自主建筑到综合能源电网，我们的自优化系统能够减少浪费，并实时适应业务与环境不断变化的需求。
自主基础设施利用实时数据管理性能并优化结果，无需持续的人工控制。尽管在建筑、交通和电网领域的应用形态各异，但其核心原则始终如一：感知、决策、执行。探索其在三大领域的具体应用：
自主建筑能够监控自身环境，并根据实时使用情况调整系统。它不再遵循固定时间表，而是通过传感器根据人员占用情况和天气条件动态平衡暖通空调与照明系统。这种自我调节在降低运营成本和碳排放的同时，为使用者维持了稳定的环境。
Autonomous grids use AI, real-time data and digital twins to optimize grid planning and operations. They help utilities manage rising demand, renewable integration, electrification and grid complexity more efficiently.
Autonomous rail enables networks to manage themselves with minimal human intervention. It uses digital technologies and automation to improve safety, reliability, capacity and passenger experience while lowering costs.
We are moving beyond simple connectivity to create infrastructure that senses, learns, predicts and acts. By integrating our technologies, we help buildings, grids and rail become intelligent, self-optimizing systems that improve efficiency, resilience and sustainability.
随着城市化进程的快速推进，传统系统已无法满足扩展需求。我们正将基础设施升级为具备认知能力的自调节环境，使其能够独立感知并预判用户需求，从而应对全球性变革。
通过 Building X，设施可以摆脱人工监控，实现高达 30% 的节能效果。工业 AI 通过学习使用模式并实时调整，自动实现温控与能源分配。
With Gridscale X, utilities can unlock hidden capacity in existing grids, accelerate renewable integration and connect new loads – without building new lines.
Autonomous infrastructure is adopted over time. As buildings, grids and rail become more connected, they gain the ability to monitor, learn, predict and optimize operations. These ten steps provide a practical framework for understanding the journey toward autonomy.
Every organization starts in a different place. Whether you’re modernizing buildings, power grids or rail networks, we help you build on your existing infrastructure and move forward at a pace that fits your business.
Get started with our 10-step guide.
Autonomous infrastructure is about helping people make better decisions. Meet the managers and operators using AI, automation and connected data to run buildings, power grids and rail networks more efficiently every day.
From firefighting to forward planning. Autonomous buildings help facility managers move from reacting to anticipating. By predicting maintenance needs and highlighting the most critical issues, they reduce manual work and help teams make faster decisions. That means fewer surprises, smoother operations and more time to focus on improving the building instead of troubleshooting it.
From reacting to anticipating. Autonomous grids help the grid operator stay one step ahead. By predicting disruptions and optimizing operations, they improve reliability, keep power flowing and make it easier to integrate cleaner energy. Operators gain greater visibility, make faster decisions and keep the grid running more reliably, even as conditions change.
From managing schedules to optimizing journeys. Autonomous rail helps the rail operations manager keep the trains running smoothly. By predicting disruptions and optimizing operations, it improves capacity, punctuality and energy efficiency. The rush hour passes with more reliable service, giving passengers greater confidence in the network.
了解各行业组织如何运用自主技术提升可靠性与资源效率。这些真实应用案例，生动展现了自优化系统如何解决能源、交通与建筑管理中的复杂运营挑战。
案例研究
西门子与 COIMA 联手，将米兰拥有 65 年历史的倍耐力 35 大厦改造为具备认知能力、能源独立的建筑。通过 AI 驱动的环境控制系统，大楼能耗降低了 60%。
案例研究
西门子为 DB Energie 提供 AI 工具以实现输电自动化。此举提升了电网与铁路的运行效率，使网络能够动态响应可再生能源的波动。
Case study
Siemens and Elvia use Gridscale X to create a Digital Twin of Norway's low-voltage grid. By turning existing data into real-time insights, Elvia increases grid capacity, improves reliability and accelerates the energy transition.
文章
随着气候波动加剧，本地微电网提供了电网故障时维持电力供应所需的AI能力。深入了解“能源即服务”模式如何规模化部署这些韧性解决方案。
文章
智能技术使建筑能够自主管理碳排放并自动降低能耗。这种向自给自足资产的转型，正助力投资组合实现气候中和目标。
文章
了解一个自给自足的太阳能微电网如何通过自主管理电力分配，推动上布林克沃特地区的经济增长并减少贫困。
Siemens combines the real and digital worlds across buildings, grids and transportation to meet growing demands. We link sensors and software to manage energy and transport networks. This shift toward autonomous operations drives efficiency and resilience across buildings, grids and transit.
以创新解决方案重塑基础设施。探索我们的产品组合，全面提升城市基础设施与交通系统。
Our leading AI-native platform. Building X enables your facility to become a self-adjusting ecosystem, making real-time decisions to balance occupant comfort with radical energy efficiency.
This SaaS-led ecosystem enables DSOs and industrial customers to move toward dynamic grid management. Utilizing the Gridscale X framework, the grid becomes capable of balancing renewable volatility and EV demand spikes instantly.
Purpose-built for true system operations, Gridscale X connects grid planning and operations through a unified digital twin – helping utilities manage complexity at scale and make autonomous grids a reality.
The future of mobility is a self-healing fleet. Railigent X integrates AI-driven digital services to ensure rail networks operate with total reliability, identifying and solving potential failures before they impact the passenger.
Every journey, connected. Mobility Software Suite X links planning, operations and passenger services to optimize capacity and create a more seamless travel experience.
More capacity from every track. Signaling X brings rail signaling onto a cloud-ready platform for safer, more efficient and resilient operations.
Siemens Financial Services combines financing expertise with deep technology knowledge to help organizations modernize buildings, grids and rail while reducing risk and supporting long-term growth.
