Analytics Platform for Morphometric Grow out and Production Condition of Mud Crabs of the Genus Scylla with K-Means

Perea, Rossian V.; Festijo, Enrique D.

doi:10.1109/ic2ie53219.2021.9649163

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2024

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Cited by 2 publications

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Technical Readiness of Prescriptive Analytics Platforms: A Survey

Niederhaus,

Migenda,

Weller

et al. 2024

2024 35th Conference of Open Innovations Association (FRUCT)

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Technical Readiness of Prescriptive Analytics Platforms: A Survey

Niederhaus,

Migenda,

Weller

et al. 2024

2024 35th Conference of Open Innovations Association (FRUCT)

View full text Add to dashboard Cite

Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories

Weller,

Migenda,

Naik

et al. 2024

Mathematics

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Prescriptive analytics plays an important role in decision making in smart factories by utilizing the available data to gain actionable insights. The planning, integration and development of such use cases still poses manifold challenges. Use cases are still being implemented as standalone versions; the existing IT-infrastructure is not fit for integrative bidirectional decision communication, and implementations only reach low technical readiness levels. We propose a reference architecture for the integration of prescriptive analytics use cases in smart factories. The method for the empirically grounded development of reference architectures by Galster and Avgeriou serves as a blueprint. Through the development and validation of a specific IoT-Factory use case, we demonstrate the efficacy of the proposed reference architecture. We expand the given reference architecture for one use case to the integration of a smart factory and its application to multiple use cases. Moreover, we identify the interdependency among multiple use cases within dynamic environments. Our prescriptive reference architecture provides a structured way to improve operational efficiency and optimize resource allocation.

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Analytics Platform for Morphometric Grow out and Production Condition of Mud Crabs of the Genus Scylla with K-Means

Cited by 2 publications

References 10 publications

Technical Readiness of Prescriptive Analytics Platforms: A Survey

Technical Readiness of Prescriptive Analytics Platforms: A Survey

Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories

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