Design and development of a short-term photovoltaic power output forecasting method based on Random Forest, Deep Neural Network and LSTM using readily available weather features
Rangelov, Denis, Boerger, Michell, Tcholtchev, Nikolay, Lammel, Philipp, Hauswirth, Manfred
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
Towards an Integrated Methodology and Toolchain for Machine Learning-Based Intrusion Detection in Urban IoT Networks and Platforms
Rangelov, Denis, Lämmel, Philipp, Brunzel, Lisa, Borgert, Stephan, Darius, Paul, Tcholtchev, Nikolay, Boerger, Michell
Published in Future internet (01.03.2023)
Published in Future internet (01.03.2023)
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Journal Article
An OMNeT++-Based Approach to Narrowband-IoT Traffic Generation for Machine Learning-Based Anomaly Detection
Darius, Paul, Rangelov, Denis, Lammel, Philipp, Tcholtchev, Nikolay
Published in 2023 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS) (28.11.2023)
Published in 2023 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS) (28.11.2023)
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Conference Proceeding
Design and Specification of a Blockchain-based P2P Energy Trading Platform
Rangelov, Denis, Subudhi, Budankailu Sameer Kumar, Lammel, Philipp, Boerger, Michell, Tcholtchev, Nikolay, Khan, Jaffer
Published in 2021 IEEE 21st International Conference on Software Quality, Reliability and Security Companion (QRS-C) (01.12.2021)
Published in 2021 IEEE 21st International Conference on Software Quality, Reliability and Security Companion (QRS-C) (01.12.2021)
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Conference Proceeding
Experiences Designing a Multi-Tier Architecture for a Decentralized Blockchain Application in the Energy Domain
Rangelov, Denis, Tcholtchev, Nikolay, Lammel, Philipp, Schieferdecker, Ina
Published in 2019 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) (01.10.2019)
Published in 2019 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) (01.10.2019)
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Conference Proceeding