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In-space cybernetical intelligence perspective on informatics, manufacturing and integrated control for the space exploration industry
Journal of Industrial Information Integration ( IF 10.4 ) Pub Date : 2024-11-02 , DOI: 10.1016/j.jii.2024.100724 Kelvin K.L. Wong, Kavimbi Chipusu, Muhammad Awais Ashraf, Andrew W.H. Ip, Chris W.J. Zhang
Journal of Industrial Information Integration ( IF 10.4 ) Pub Date : 2024-11-02 , DOI: 10.1016/j.jii.2024.100724 Kelvin K.L. Wong, Kavimbi Chipusu, Muhammad Awais Ashraf, Andrew W.H. Ip, Chris W.J. Zhang
The integration of cybernetic principles into space technology has led to a significant shift in spacecraft guidance systems and space station operations. This scholarly work provides a comprehensive analysis of the profound impact that cybernetics has had on space technology, particularly focusing on the development and implementation of closed-loop control systems. Building on foundational contributions to cybernetics, this paper offers a detailed analysis of the complex interplay between control mechanisms, behavioral dynamics, and information management in space informatics. The essential role of cybernetic control systems is highlighted through their critical function in enabling precise spacecraft maneuvers, as demonstrated by the guidance systems used in Apollo lunar missions during the crucial descent and landing phases. In modern space station programs, cybernetic intelligence operates much like a neural network, processing data in real-time and coordinating the various elements of the station's infrastructure. This cybernetic system excels in a wide range of tasks, from space docking maneuvers to waste management, thereby safeguarding astronaut welfare and ensuring mission success. Information serves as the cornerstone of problem analysis and processing, providing a holistic understanding of information flow within complex systems. The study concludes by highlighting the application of a cybernetically intelligent neural network in developing adaptive learning systems for nonlinear and intricate industrial processes. Ultimately, this paper underscores the transformative role of cybernetics in shaping the future of space exploration, emphasizing the seamless integration of control, information, and behavior in space technology to advance our understanding of celestial systems while enhancing the efficiency and safety of space missions.
中文翻译:
太空探索行业的信息学、制造和集成控制的太空控制论智能视角
控制论原理与空间技术的整合导致了航天器制导系统和空间站操作的重大转变。这本学术著作全面分析了控制论对空间技术的深远影响,特别关注闭环控制系统的开发和实施。基于对控制论的基础贡献,本文详细分析了空间信息学中控制机制、行为动力学和信息管理之间的复杂相互作用。控制论控制系统的重要作用通过其在实现精确航天器机动方面的关键功能而得到强调,阿波罗登月任务在关键的下降和着陆阶段使用的制导系统就证明了这一点。在现代空间站计划中,控制论智能的运作方式很像神经网络,实时处理数据并协调空间站基础设施的各个元素。这种控制论系统在从太空对接机动到废物管理的广泛任务中表现出色,从而保护宇航员的福利并确保任务成功。信息是问题分析和处理的基石,提供了对复杂系统内信息流的整体理解。该研究最后强调了控制论智能神经网络在为非线性和复杂工业过程开发自适应学习系统中的应用。 最终,本文强调了控制论在塑造太空探索未来方面的变革作用,强调控制、信息和行为在空间技术中的无缝集成,以促进我们对天体系统的理解,同时提高太空任务的效率和安全性。
更新日期:2024-11-02
中文翻译:
太空探索行业的信息学、制造和集成控制的太空控制论智能视角
控制论原理与空间技术的整合导致了航天器制导系统和空间站操作的重大转变。这本学术著作全面分析了控制论对空间技术的深远影响,特别关注闭环控制系统的开发和实施。基于对控制论的基础贡献,本文详细分析了空间信息学中控制机制、行为动力学和信息管理之间的复杂相互作用。控制论控制系统的重要作用通过其在实现精确航天器机动方面的关键功能而得到强调,阿波罗登月任务在关键的下降和着陆阶段使用的制导系统就证明了这一点。在现代空间站计划中,控制论智能的运作方式很像神经网络,实时处理数据并协调空间站基础设施的各个元素。这种控制论系统在从太空对接机动到废物管理的广泛任务中表现出色,从而保护宇航员的福利并确保任务成功。信息是问题分析和处理的基石,提供了对复杂系统内信息流的整体理解。该研究最后强调了控制论智能神经网络在为非线性和复杂工业过程开发自适应学习系统中的应用。 最终,本文强调了控制论在塑造太空探索未来方面的变革作用,强调控制、信息和行为在空间技术中的无缝集成,以促进我们对天体系统的理解,同时提高太空任务的效率和安全性。