From Edge Computing to Sustainability: How AI is Transforming Industrial Robotics and Smart Factories
As the world embraces Industry 4.0, the convergence of artificial intelligence (AI), the Internet of Things (IoT), and advanced automation is revolutionizing industrial robotics and manufacturing. The lies the evolution of edge computing, the adoption of AI-driven supply chain optimization, and the imperative for energy-efficient manufacturing processes. Semiconductor technologies, particularly high-performance DRAM and Flash memory solutions play a pivotal role in enabling these advancements, supporting the computational demands of AI applications while driving sustainability initiatives forward.
AI and edge computing in industrial robotics
The evolution of edge computing and its role in Industry 4.0 is undeniably connected to the advancements in the semiconductor industry. In a previous blog post, we highlighted how each new generation of DRAM, from DDR2 to DDR5, has pushed industrial robotics to the next level. Edge computing emerged as a critical enabler of real-time data processing and decision-making in manufacturing environments. This shift is driven by the need for immediate data analysis and response, which is critical in high-stakes manufacturing environments where even minor delays can lead to significant inefficiencies or safety issues. The capability to process data immediately is essential for applications like robotic motion control, predictive maintenance, and quality inspection, where real-time responses are necessary.
The advancements in Industry 4.0 with AI are going hand in hand with high-performance, low-latency memory technologies like DDR5. Besides reduced latency, edge computing can also ensure that critical functions remain operational even if external networks fail. Thirdly, industrial data can be highly sensitive, encompassing proprietary information and critical operational metrics, where edge computing can provide improved data security.
Integrating Sustainability into AI-Driven Manufacturing Processes
As the manufacturing industry embraces AI and advanced automation technologies, there is a growing emphasis on sustainability and energy efficiency, driven by regulatory requirements, consumer demand, and economic imperatives. The adoption of AI in supply chain management offers SMART manufacturers unprecedented insights and predictive capabilities by analyzing vast datasets to optimize inventory management, demand forecasting, and logistics, also driving sustainability initiatives by reducing waste and optimizing resource utilization.
By leveraging AI-driven predictive maintenance in combination with reliable and robust embedded components, manufacturers can further reduce equipment downtime and extend the lifespan of machinery, enhancing operational efficiency and sustainability. These advancements are driving a paradigm shift towards greener, more sustainable manufacturing practices. Low-power DRAM and Flash memory components can support energy-efficient AI applications, enabling manufacturers to achieve sustainability goals while enhancing operational efficiency and remaining competitive in an environmentally conscious market.
Driving Sustainable Innovation in Industry 4.0
The synergy of AI, semiconductor innovations, and sustainability practices is driving changes in Industry 4.0. Edge computing enables real-time data processing, AI-driven supply chain optimization enhances efficiencies, and energy-efficient manufacturing processes reduce environmental impact. The latest high-performance memory solutions, like DDR5 and CXL, provide the computational power and storage capacity to create state-of-the-art smart factories, while memory chips from previous technology generations serve as reliable high-performance memory components for robust and flexible industrial robotics applications. As the industry continues to embrace AI-driven technologies, the focus on sustainability and energy efficiency will only intensify, paving the way for a greener, more efficient, and competitive manufacturing ecosystem.
- |
- +1 赞 0
- 收藏
- 评论 0
本文由JWM转载自SMARTsemi Official Website，原文标题为:From Edge Computing to Sustainability: How AI is Transforming Industrial Robotics and Smart Factories，本站所有转载文章系出于传递更多信息之目的，且明确注明来源，不希望被转载的媒体或个人可与我们联系，我们将立即进行删除处理。
相关推荐
The Important Role of DRAM in the Internet of Things
DRAM as a Key Component in Data Processing. ATP DRAM products are capable of meeting the escalating memory requirements of the IoT/IIoT age. Designed, tested, validated and built to exacting industry standards, these modules are built to perform dependably for a long time, delivering trustworthy performance that translates to high return on investment and low total cost of ownership.
How Memory Technologies Have Impacted the Industrial Robotics Industry and Automation
In this paper, from industrial robots to DDR DRAM technology innovation and iteration, in the rapid development of data today with the advancement of industry 4.0, the future of smart factories will become more intelligent, analyzed the development of storage, but also looked forward to the future development of storage products.
Memory in the Brains and Brawn of a Modern, Smart Factory
In a modern, automated factory, real-time adaptive operations are enabled by seamless communication between the AI-powered industrial controllers and the autonomous machines on the shop floor—the brains and brawn of a smart factory.
适用于IIoT应用的智能DRAM存储器可靠、值得信赖、久经考验
描述- 本文介绍了适用于工业物联网（IIoT）应用的SMART DRAM内存解决方案。文章强调了IIoT应用对内存的需求，包括数据增长、本地化数据处理、高可靠性和长生命周期服务。SMART DuraMemory内存因其高可靠性、广泛的内存产品组合和针对环境威胁的多种解决方案而被推荐。文章还概述了SMART Modular Technologies提供的不同类型的DRAM模块，包括速度、密度和模块类型。
STT8197RD42082硬内存
描述- 该资料介绍了SMART Modular Technologies公司生产的DuraMemory™ DDR4内存模块，这些模块适用于工业规格和应用。资料详细列出了不同型号的DDR4内存模块的详细信息，包括容量、速度、电压和工作温度范围等。
型号- ST4097UD420825SAU,SP5127UV351816SEV,SH2567UV325816SFV,ST5127RD451893MF,SH5127RV351816SEV,SP1026SV351838SE,ST2047UD410825SC,ST4097MR44D814SAV,ST2047MR420825SAV,SP5127RV351838SEV,SPI2566UV325816SF,ST1027UD410893SC,STT2566MP421693ND,ST5127RD451893SFV,STI1027SO451893SF,SP5127SL351816HE,ST5127SO451872HB,SP1027ML351816HE,SP1027UV351816HE,ST5127RD451893ND,SPT102ESV351816GC,SP5127MV351816HEV,SP1026SV310816GB,SP2566SV321616SE,STB4097SO420893SA,SPI1027ML351816SEU,ST2047MU420893SAV,ST5127MR451893SEV,SP2567ML325816SF,STB5126SO451893SF,SP2567RV325816SF,ST2047SO410814SC,SP2567UV325816SF,SP1027UD351838SE,SPI1027RV351816SEV,SP5127MR351893SEV,SPI2567ML325816SFV,SP2566MP321638MP,ST5127RD451893HBV,ST1027MR410893SCV,SP646SV364616SI,ST1027MR410893SCU,STI2047UD410893SC,ST4097SO420893SA,STI4097RD420493SC,SPI2566UV325838SF,ST2047SO410893HC,ST4097UD420893HAU,SP5126SV351838SE1,SP1286SV312616SF,ST1027MR451893SF,ST8197RD440414HA,ST5126SO451893SF,ST2047RD420825SAV,SP2567MV325816SF,ST2047NJ420493SC,ST4097MR44D814MBV,SP5127RV351816HE,SP2047RV310416MNV,SPI2566SV325816SF,ST2047MU410893HCV,ST2047RD420493SCV,SPI5127SV351816SE,SP1027SL351816SE,SHI1286SV312816SI,SP2047RV310438SE,ST1027MU451893SFV,ST4097SO420814SA,SP5127ML351816HEV,ST1026MP41W672SB,SPI2047RV310438SE,STT8197RD420825ME,SPI5126SV351838SE,ST4097NJ44D472SB,SH2567RV325816SF,ST5126UD451893SF,ST4097RD420893HAV,ST4097MR44D825MBV,SP2567SV325816SF,SP1027MV351816MPV,ST1027RD410893SC,SH5127UV351816GA,ST4097RD440425HAV,ST1026SO410893SC,SP1027RV310416SE,ST2047SO410825SC,SP1026UV351838SE,SP5126SV351816HE,SH2567UV325816GC,SH2567RV325816SFV,SP5126UV351816SE,SP5127RV351216MK,SH1287ML312816SIV,SH1286SV312816WK,SPI5127ML351816SEV,SH2047RD410893SBV,STI4097SO420814SA,ST1027SO451893SF,SP1027MV351816SE,SP1027SV351816SE,ST2047RD410814SC,SP2047RV310416MPV,SP2567MU325816SFV,ST2047MR410893SC,ST8197RD440414SA,SP1027UV351816SEV,SP2047UV310816GB,ST4097SO420825SA,SP5127UV351838SE,SP2566SV325816SF,SP5127UV351816SE,SP5127SV351816HE,SP5127RV351816SE,ST4097RD420893SA,SP5126SV321616SE,ST5127UD451893SF,SP1027ML351816MPU,ST2047SO420825SA,ST2047SO410893SC1,SPI5126SV351816SE,SPI1027SL351816SE,SH2566UV325816SF,ST5127RD451893SF,ST1027SO410825SC,SPI1026UV351838SE,STI4097SO420825SA,ST2047NJ420493HC,ST2566SO421693SF,ST5127MR451893SFU,SP1026SV351838MP,SP1026UV351816HEV,SP5127RV351238MK,ST5127MU451893SFV,ST2566MP421693ND,SP5127RV351816HEV,ST1027SO410814SC,SP2566SV321638SE,STI5126UD451893SF,ST2047UD410893SCU,SP5127ML351816SE,STI4097UD420893SAU,SH2566UV321638SE,SP2566MP321638SE,SP1027RV351816HEV,ST1027SO410893HC,SP5126UV325816SF,SP2047RV310416TCV,SP1026UV351816SEV,SP2566SO321616SE,SP2046SV310816GB,SP2047RV310416MP,ST2047NJ420414SD,STI5126SO451893SF,ST8197RD420893MB,SPT2046SV310816GB,ST2047NJ420414SC,SPI1026UV351816SE,ST8197RD48D414MBV,SP5127UV351816HE,SP1026SV351816MP,SPI5127XV325816SF,SP1026SV351816SE1,SP1027RV310416SEV,SP1027SL351816HE,SH2563SV312816SI,SP1027RV351816SEV,SP1027RD310438MP,SH2567UV325816SF,STI5127SO451893SF,ST5127MU451893HBV,SP5127ML351816HE,SH1286SV312616SF,ST2047MU410893SCV,ST4097RD420493SC,STI1027UD410893SC,ST2047UD410893SC,SPI5127SL351816SE,SPI2567SO325838SF,ST2046MP42W614SA,SA5127ML351893SEV,SP1286SV312816SI,SH2047MU410872HAV,SP5126SV351816SE,STI2047MU410872SCV,SP1027MV351816HE,ST1027MU410893SCU,ST1027MU410893SCV,ST1026SO451893SF,SH2566UV321616HE,SP5127ML325816SFU,ST4097UD420825HAU,SP2567RV325816SFV,ST1027RD451893SFV,SP4097RV310493MP,SP1026UV351816SE,SP2047SV310816GB,SPI1027SV351816SE,STI2047SO410893SC,SP5126UV351838SE,SP5127RV351216MKV,SP5126UV325816SFV,ST5127UD451893ND,ST2047RD420493SC,STI1027RD451893SF,SPI1027XV351816SE,ST5127RD451893HB,SP5127SL351816SE,STI1027RD410893SC,SP1027RV351816HE,ST2047RD410893SC,ST4097RD420893MBV,SP2566SV325838SF,STT5126MP451693ME,ST5126UD451693SC,SP1286SV312838SI,ST1027MU410893HCV,SP2567MV325816SFV,SPI2566SV325838SF,SH2046MU410872SBV,ST4097MU44D814SAU,ST2047MR420893SAV,STI2047SO410825SC,ST2047SO410893SC,STI1027SO410893SC,SP2566SV321616MP,ST2046UD420825SA,SPI1026SV351838SE,ST2047MU420825SAV,ST2047NJ420414HC,STI4097UD420825SA,ST2047NJ420414HD,SP1026SV351816HE,ST2047RD420493HCV,ST2046MP42W625SA,ST1027SO410893SC,ST1026MP41W693HC,SH1027SV351816SE,STI1027MU410872SCV,SP5127SV351816SE,STI2047RD420493SCV,SP2566UV325838SF,STI2047SO410814SC,SP5127RV351816SEV,ST5127SO451893SF,ST2047NJ420493ME,ST4097RD420825SAV,ST2046SO410893SC,SP2047RD351893SE,ST1027RD410825SCV,SP1027XV351816SE,ST5126MP451693SC,SP2047RV310416SE,SP2567SO325838SF,ST1027UD451893SF,SPI1026SV351816SE1,ST4097RD440425SAV,ST4097MU44D893SAU,ST1027RD451893SF,SP1027UV351816SE,SP1027MV351816SEU,ST4097LR420493SC,SP1027RV351816SE,ST4097MR44D893SAV,SP2567SL325816SF,ST2047RD410893SCV,ST4097UD420825SA,ST4097RD420893SAV,SPI5126UV351838SE,SPT2566MP321638NE,SP5127ML351816SEV,STI2046SO410893SC,SPI1027MV351816MPV,STI2047RD410893SC,SP1027SV351816HE,SP5127UV351816HEV,SP5127ML325816SF,SH2567UV325816MK,SP5127MV351816SEV,STI4097SO420893SA,SP2567ML325816SFV,ST4097RD440493SAV,ST2047MR410893HC,SP5126SV351816NE,SP1027UV351816HEV,SP2566UV325816SF,ST1027R
LoRa-STM32WLE5 Module with Open Area Transmission Distance Exceeds 5000 Meters, Sleep Current Less Than 2µA
The LoRa-STM32WLE5 module is based on ST‘s STM32WLE5 chip and uses LoRa® modulation, making it suitable for ultra-long-range and ultra-low-power wireless solutions. It features a high-performance Arm® Cortex®-M4 core with a frequency of up to 48 MHz, supporting 256 KB of flash memory and 64 KB of RAM, along with enhanced security features. This module is widely used in security systems, smart agriculture, industrial manufacturing, and smart homes.
SMARTsemi Automotive Journey Extends with new AEC-Q100 Class 2 Compliant 4Gb DDR3 x8 and x16 SDRAM Components
This article mainly introduces SMARTsemi‘s new 4Gb DDR3 x8 and x16 SDRAM products with the AECQ-100 standard, and further expands the application for the automotive market
DuraMemory™LRDIMM
描述- SMART Modular Technologies提供的DDR4和DDR3 LRDIMM（负载减少双列直插式内存模块）采用分布式缓冲器方法，以支持CPU中的高速内存控制器驱动更大量的内存。SMART Modular提供从32GB到256GB的DDR4 LRDIMM系列，满足不同密度的需求。公司通过自我认证新晶圆版本并提供多源DRAM选项来减少供应链中断。SMART Modular还提供适用于关键任务的Enterprise Grade LRDIMMs，以及成本效益的Value Memory模块。
型号- SR1637LR440425-SD,SR1637LR440425-SB
FORESEE LPCAMM2 Helps AI to Land, Leading a New Trend of High-Performance Memory
Recently at CFMS2024, Longsys showcased a new form of memory, the FORESEE LPCAMM2. This innovative technology is poised to bridge the gap between mobile DRAM and PC applications, opening up new design possibilities for AI terminals, commercial devices, ultra-thin notebooks, and other applications that demand high frequency, low power consumption, and compact packaging. With deep validation and collaboration with major customers and ecosystem partners, LPCAMM2 will gradually gain prominence in the market, offering tremendous market potential and business opportunities for the industry.
用于超大规模网络的智能DRAM可靠、值得信赖、久经考验
描述- 本资料介绍了SMART Modular Technologies公司推出的SMART DRAM产品，专为超大规模网络基础设施设计。该产品采用高密度设计，具有低轮廓和超低轮廓高度，适用于网络和电信应用。SMART DuraMemory产品具有高可靠性，采用高质量组件和专家设计、测试和制造流程。产品支持周期长，与更长的设备生命周期（5-15年）相匹配。资料还提供了不同模块类型和密度的技术规格，以及产品在超大规模网络交换和路由设备中的应用。
The Road Ahead: DRAM Fueling Automotive Trends
The automotive industry is undergoing a massive transformation, driven by technological advancements and changing consumer expectations. Among the most significant trends shaping this evolution are advanced driver-assistance systems (ADAS), electrification, and rich infotainment systems. In our last blog post, we highlighted the role of FLASH memory in the automotive industry. Now, we dive deeper into how DRAM is chipping in to advance these industry trends.
适用于存储应用的智能DRAM存储器可靠、值得信赖、久经考验
描述- 本资料介绍了SMART Modular Technologies公司提供的适用于存储应用的SMART DRAM内存解决方案。该解决方案具备高密度、快速数据访问和低成本等特点，适用于云原生应用、大数据分析、内容驱动的网络应用、文件共享和协作平台、云存储服务以及云备份和恢复解决方案。资料中详细介绍了SMART DRAM内存的技术规格，包括模块类型、速度和密度，并提供了产品订购信息和联系方式。
适用于网络和电信应用的智能DRAM存储器可靠、值得信赖、久经考验
描述- SMART Modular Technologies提供适用于网络和电信应用的SMART DRAM内存模块，具有高可靠性、抗硫化和环境保护特性。产品包括多种模块类型、速度和密度，适用于路由器、网关、以太网交换机、VPN和防火墙服务器等。SMART Modular Technologies提供长期供应和技术支持。
采用英特尔®Optane™PMEM DIMM的Kestral™内存加速器
描述- SMART Modular推出了一款名为Kestral™ Memory Accelerator的新一代PCIe附加卡，该卡片利用Intel Optane™ PMem DIMM扩展持久内存，提供介于DRAM和NAND Flash之间的存储层级。这款卡片支持任何64位CPU架构，具有被动散热设计，并内置了Intel Stratix® 10 DX FPGA用于加速功能。
型号- STPE6XXINA4DM2,STPE61XINA4DM2X
电子商城
现货市场
服务
使用FloTHERM和Smart CFD软件，提供前期热仿真模拟、结构设计调整建议、中期样品测试和后期生产供应的一站式服务，热仿真技术团队专业指导。
实验室地址： 深圳 提交需求>
针对电子系统中的详细传热和流体流动模拟进行优化，可准确分析复杂的两相冷却组件（如热管/均热板），量化利用率，并警告是否干涸。
实验室地址： 深圳 提交需求>
授权代理品牌：集成电路
授权代理品牌：分立元件
授权代理品牌：接插件及结构件
授权代理品牌：部件、组件及配件
授权代理品牌：电源及模块
授权代理品牌：电子材料
授权代理品牌：仪器仪表及测试配组件
授权代理品牌：电工工具及材料
授权代理品牌：机械电子元件
授权代理品牌：加工与定制
我要提问
登录 | 立即注册
提交评论