Trustworthy AI for Industrial Process Control

用于工业过程控制的值得信赖的人工智能

• 批准号: 10064303
• 金额: $ 6.11万
• 依托单位: LUFFY AI LIMITED
• 依托单位国家: 英国
• 项目类别: Collaborative R&D
• 财政年份: 2023
• 资助国家: 英国
• 起止时间: 2023 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=10064303
• 关键词: Trustworthy; AI; Industrial; Process; Control

Luffy AI is developing a novel Adaptive Neural Network systems targeted at embedded robotic and industrial control. Our approach overcomes the "reality gap" that limits the application of the current generation of neural network systems in these sectors.In order to achieve wide acceptance within process industries, the developed technology must be proved safe, and a large number of stakeholders must understand how the AI technology impacts them and the process that is being controlled. The challenge is to cover needs of all stakeholders from the human operating the process to board room decision makers.In this grant project we undertake a feasibility study of applying Adaptive Neural Network controller into different processes used in the Foundation Industries. As an output, the project delivers releases a white paper discussing the potential applications of neural network controllers within the foundation industries, and the steps required to ensure trusted and responsible deployment. The project would culminate in formation of a consortium that would aim to deploy Adaptive Neural Network controller to a selected industrial process.

Luffy AI正在开发一种新型的自适应神经网络系统，目标是嵌入式机器人和工业控制。我们的方法克服了限制当前一代神经网络系统在这些领域应用的“现实差距”。为了在流程工业中获得广泛接受，开发的技术必须被证明是安全的，并且大量利益相关者必须了解人工智能技术如何影响他们以及正在控制的过程。挑战是要满足所有利益相关者的需求，从操作过程的人到董事会决策者。在这个赠款项目中，我们进行了一项可行性研究，将自适应神经网络控制器应用于基础工业中使用的不同过程。作为一项产出，该项目发布了一份白色文件，讨论了神经网络控制器在基础行业中的潜在应用，以及确保可信和负责任的部署所需的步骤。该项目将最终形成一个联盟，旨在将自适应神经网络控制器部署到选定的工业过程中。