Achievement 4 – Machine Integration & Data Analysis

Achievement 4 – Machine Integration & Data Analysis Why Machine data generated by mobile machinery is rarely utilised beyond the onboard control network neither analysed for insights by heavy industry, let alone automatically. Collecting this machine data requires accessibility to the manufacturers communication systems and a physical connection to the onboard communications hardware. Furthermore, interpreting…

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Achievement 3: The (talpa) Data Science Process Lifecycle

Achievement 3: The (talpa) Data Science Process Lifecycle For the successful implementation of a data science project, different methodologies have evolved over time, which can be displayed in flowcharts, in order to improve comprehensibility and increase the success rate of projects. In addition to the historical approach – the Cross Industry Standard Process for Data…

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Achievement 2: IIoT platform

Achievement 2: IIoT platform Developed by talapsolutions GmbH a powerful IIoT Platform has been engineered and established to handle the vast amount of data. Leveraging the capacities of state of the art IT technologies and software such as Kafka, GraphQL, druid, jupyter and TensorFlow, the platform enables performant data handling and processing. Fueled by the…

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Achievement 1: Data gathering & transmission

Achievement 1: Data gathering & transmission Connectivity provides the baseline for IIoT applications. The best way to establish such is defined by the use case. In surface operations, GSM transmission is the most likely scenario. In case the network does not cover the whole operation, Machine to Machine (M2M) communication can provide for sourcing data…

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