The term piezo-electrical smart materials refers to a class of materials that can generate an electrical charge in reaction to mechanical pressure or stress, and vice-versa, where they can deform or move in response to an electrical field. Piezo-electrical materials have the inherent capability to convert mechanical power into electrical power and vice-versa. The term smart refers to the fact that these materials can sense and react to external stimuli in a controlled and accurate manner. These materials are used in a wide range of applications, from sensors and actuators to energy and energy-harvesting systems and vibration control.

半导体设备行业：AI驱动新成长，自主可控大时代－2026年策略报告

电子行业：FY26Q1毛利率超指引预期，预计2026年EB存储供给紧张－西部数据FY26Q1跟踪报告

电子及半导体生产用机械设备制造业之现况与展望

机械设备行业：Sim to Real，具身大模型的问题、现状与投资机会－人形机器人专题5

工业行业：人形机器人走进千行百业－2026年度投资峰会速递

半导体行业：海外云厂商25Q3继续加大资本支出，国内存储器厂商业绩表现亮眼－月报

The global large language models (LLMs) in robotics market encompasses the integration of advanced, large￾scale neural network models with robotic systems to enable unprecedented levels of autonomous operation, human-robot interaction, and task comprehension. This technology functions by equipping robots with a sophisticated understanding of natural language, allowing them to process and execute complex, non-linear commands conveyed through text or speech. LLMs act as a cognitive engine, translating high-level human intent into a sequence of actionable steps for the robots control system. Primary applications span industrial automation, logistics, healthcare assistance, and domestic services.

The global edge AI ICs market encompasses the design, manufacture, and distribution of specialized semiconductor chips that enable AI and machine learning capabilities directly on a device, at the edge of the network. These ICs are engineered to process data locally, performing complex computational tasks such as inference and real-time analytics without the need to send data to a centralized cloud server. By integrating AI functionalities at the data source, edge AI ICs facilitate reduced latency, enhanced data privacy, and lower bandwidth consumption.

A drone is an aerial vehicle capable of receiving distant instructions from a pilot and using software for autonomous flight. As drone offers a quality service with real-time data, it has become increasingly popular in various industry verticals. Drone services can provide various potential benefits, for example, by protecting the environment, quality aerial imagery, precision, cost-savings, easy control, and more