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cover of episode AI and Robotics in Conveyors: Enhancing Warehouse Efficiency

AI and Robotics in Conveyors: Enhancing Warehouse Efficiency

2025/5/2
logo of podcast The New Warehouse Podcast

The New Warehouse Podcast

AI Deep Dive Transcript
People
K
Kevin Lawton
P
Phil Varley
Z
Zach Steck
Z
Zebra Technologies
Topics
@Kevin Lawton : 我主持了本次关于人工智能和机器人技术在输送机系统中应用的讨论,重点关注人工智能应用、质量控制、预测性维护和行业趋势。 @Zach Steck : 我专注于硬件方面,智能传感器和IIoT技术是AI在仓库应用中获取信息的主要来源,智能传感器能够提供额外的诊断信息,并通过IIoT技术实现远程数据采集,有助于预测性维护和减少停机时间。通过监控电机振动等信息,可以预测电机何时出现故障,从而提前更换,减少停机时间。 @Phil Varley : 我专注于AI方面,智能传感器能够提供更丰富的感知信息,从而提高AI和机器学习的效率,降低对图像分辨率的要求。传统的预测性维护依赖于经验和规则,而AI可以处理更多传感器数据,并进行更复杂的分析,AI可以辅助人工质量控制,让人员专注于更需要人类能力的任务。手动质量控制的挑战在于缺乏对自动化技术的了解以及人员培训的不足,AI并非旨在取代人工,而是填补劳动力缺口,并通过人类经验来训练AI模型。先进的传感器技术(如LiDAR和3D视觉)以及专用软件可以帮助AI系统更快地处理大量数据,提高效率。企业在实施AI时应寻求外部专家的帮助,因为AI是一个抽象的概念,需要专业人士来指导,在实施AI时,应考虑将AI与现有系统集成,以降低成本并简化流程。

Deep Dive

Shownotes Transcript

Join Kevin from The New Warehouse as he sits down with Zach Steck, Market Specialist for Material Handling at Pepperl+Fuchs, and Phil Varley, CTO at Tenivus from the MHI Headquarters. This insightful discussion explores the integration of AI and robotics into conveyor systems, focusing on AI applications, quality control, predictive maintenance, and industry trends. Gain valuable insights into how AI and advanced sensor technologies can optimize your warehouse operations, enhance productivity, and lower maintenance costs.

Learn more about the CSS industry group here: https://www.mhi.org/css

Learn more about Zebra Robotics here.

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