Michael Weyrich

A survey on long short-term memory networks for time series prediction

B. Lindemann, Timo Müller, Hannes Vietz et al. · Procedia CIRP · 2021 · 630 citations · Full text

Sequence Modelling, Engineering, Machine Learning +14

Reference Architectures for the Internet of Things

Michael Weyrich, Christof Ebert · IEEE Software · 2015 · 432 citations

Reference Architectures, Architecture Standards, Engineering +18

A survey on anomaly detection for technical systems using LSTM networks

B. Lindemann, Benjamin Maschler, Nada Sahlab et al. · Computers in Industry · 2021 · 391 citations · Full text

Anomaly Detection, Machine Learning, Data Science +11

An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System

Behrang Ashtari Talkhestani, Tobias Jung, B. Lindemann et al. · at - Automatisierungstechnik · 2019 · 288 citations · Full text

Artificial Intelligence, Engineering, Intelligent Digital Twin +19

Consistency check to synchronize the Digital Twin of manufacturing automation based on anchor points

Behrang Ashtari Talkhestani, Nasser Jazdi, Wolfgang Schloegl et al. · Procedia CIRP · 2018 · 118 citations · Full text

Engineering, Industrial Engineering, Digital Twinning +21