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Erschienen in:
2017 | OriginalPaper | Buchkapitel
Smart Control of Lifting Devices Using Patterns and Antipatterns
verfasst von : Maciej Majewski, Wojciech Kacalak
Erschienen in: Artificial Intelligence Trends in Intelligent Systems
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Abstract
The paper presents a concept of smart lifting devices with speech-based interaction using patterns and antipatterns. It proposes reasoning models for inference mechanism of implicit relations between commands, tasks and processes in the interactive crane control. The developed models can be used in automation of command recognition, safety analysis and assessment in human-machine interaction. In the concept, commands, tasks and processes are processed using probabilistic neural networks and neural classifiers. The commands provide information about actions and objects. The data about tasks are based on operations and targets. The processes depend on parameters and working conditions. As the result, the extracted structured data with associated information allows for development of patterns and antipatterns for the crane control and safety analysis by uncovering implicit relations between commands, tasks and processes.