Marek Drewniak
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View article: A Novel Methodology Based on a Deep Neural Network and Data Mining for Predicting the Segmental Voltage Drop in Automated Guided Vehicle Battery Cells
A Novel Methodology Based on a Deep Neural Network and Data Mining for Predicting the Segmental Voltage Drop in Automated Guided Vehicle Battery Cells Open
AGVs are important elements of the Industry 4.0 automation process. The optimization of logistics transport in production environments depends on the economical use of battery power. In this study, we propose a novel deep neural network-ba…
View article: Implementation of OPC UA Communication Traffic Control for Analog Values in an Automation Device with Embedded OPC UA Servers
Implementation of OPC UA Communication Traffic Control for Analog Values in an Automation Device with Embedded OPC UA Servers Open
Integration of management information systems is crucial to optimizing internal and external processes in enterprises' environments. One of the technologies sup-porting this integration is OPC UA. An embedded automation device OPC UA serve…
View article: Industrial Shared Wireless Communication Systems—Use Case of Autonomous Guided Vehicles with Collaborative Robot
Industrial Shared Wireless Communication Systems—Use Case of Autonomous Guided Vehicles with Collaborative Robot Open
Dedicated fieldbuses were developed to provide temporal determinisms for industrial distributed real-time systems. In the early stages, communication systems were dedicated to a single protocol and generally supported a single service. Ind…
View article: Autonomous Guided Vehicles for Smart Industries – The State-of-the-Art and Research Challenges
Autonomous Guided Vehicles for Smart Industries – The State-of-the-Art and Research Challenges Open
View article: “Digital Twins” for Highly Customized Electronic Devices – Case Study on a Rework Operation
“Digital Twins” for Highly Customized Electronic Devices – Case Study on a Rework Operation Open
The ongoing changes in manufacturing require that new information models for industrial computer systems be developed and applied. This paper describes a concept for the material model as a “digital twin” for producing highly customised, s…
View article: Lidar technology in general purpose applications
Lidar technology in general purpose applications Open
The paper presents examples of the functionalities of the lidar that is used in the automotive industry for advanced driving assistance systems. Firstly, a brief overview of lidar technology and an introduction to communication that is bui…