DOCK ONE is the Lenze Group's innovation lab. Here, digital innovations are developed for the industry of tomorrow. The framework consists of innovation and research projects.

My adventure with the digital innovation laboratory DOCK ONE started with my master thesis internship. In this period, we worked on a research project, which main goal was the evaluation of the potential of synthetic data generation techniques in solving the Imbalanced Data Problem in the case of motor data. In this project, we focused on various Generative Adversarial Network (GAN) models and examined their ability in generating synthetic data while preserving the statistical properties of… Show more My adventure with the digital innovation laboratory DOCK ONE started with my master thesis internship. In this period, we worked on a research project, which main goal was the evaluation of the potential of synthetic data generation techniques in solving the Imbalanced Data Problem in the case of motor data. In this project, we focused on various Generative Adversarial Network (GAN) models and examined their ability in generating synthetic data while preserving the statistical properties of real data.We concluded that GANs show a promising potential in solving the Imbalance Data Problem as well as learning the underlying statistical characteristics of motor data. Show less

Study and design of a robotic architecture within an assembly station for automotive equipment

Study and design of a standard handling system.

Study, design and simulation of a multi-rotors drone following the method of reverse engineering.

- Introduction to working life internship;- Metal pieces production.

My internship at EMI gave me the chance to get an insight into the professional world at an early age. My main task here was the setup and maintenance of a business management software, as well as supporting clients on their first steps experience with it.