Titlebook: Apply Data Science; Introduction, Applic Thomas Barton,Christian Müller Book 2023 The Editor(s) (if applicable) and The Author(s), under ex

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Digital Ethics in Data-Driven Organizations and AI Ethics as Application Example of those technologies and provides principles for their responsible use. Data-driven organizations live from the value-creating data analysis for decision making. The ethically correct use of such technologies becomes a key factor thereby. This chapter introduces data-driven organizations, presents

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Integration of Renewable Energies—AI-Based Prediction Methods for Electricity Generation from Photovnts to consumers. The energy transition with the phase-out of nuclear power plants by 2022 and the expansion of renewable energies on the distribution grid level confronts low-voltage grids with challenges such as unmonitored overloads or voltage range violations. In addition, the volatility of load

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Machine Learning for Energy Management Optimizationization of energy management in residential buildings. This should be demonstrated using the example of the analysis of an air conditioning unit with active and passive heat recovery. It turns out that the intelligent, forward-looking control of such a system can save costs and resources. In a proje