Abstract: This paper presents an Open Platform Communications Unified Architecture (OPC UA)-based cloud system designed for managing distributed microgrid networks. The paper proposes a three-layer ...

A comprehensive OPC UA server implementation simulating a CNC machining center that produces realistic manufacturing time series data. Built with Python 3.13 and asyncua, designed for testing, ...

This server operates in READ-ONLY mode for safety. It can read and analyze memory but cannot modify it. All operations are logged for security auditing.

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...