Slide measure-analyze-optimize m-a-o PHYSICAL COMPUTING - DATA SCIENCE - ENGINEERING measure - analyze - optimize

Slide welcome

Slide let's communicate with our environment understand what it has to tell us and make things better!

Slide measure

PROTOTYPING INSTRUMENTS SCADA

Slide analyze

DATA COLLECTION DATA MINING DATA VISUALIZATION

Slide optimize

EFFICIENCY PREDICTION SUSTAINABILITY

Slide live data

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Slide About me: After completing my training as a plant mechanic, I was involved in the planning and installation of numerous thermal and photovoltaic solar systems, gaining solid practical experience in the field of renewable energy.

With my subsequent studies in Energy, Supply, and Building Technology, my focus increasingly shifted toward digital measurement technology and data-driven analysis in environmental and energy engineering. I have a particular interest in the precise acquisition, processing, and evaluation of technical measurement data as a foundation for well-informed decisions.

My goal is to use digital data acquisition and analysis to transparently visualize existing system states and to develop data-based models for improving efficiency and sustainability.

Slide Applied knowledge: Microcontroller:
- Arduino, C++
- ESP32, C++, micropython
- ARM Cortex-M, C++, micropython

Programmable Logic Controller (PLC):
- Controllino, C++

Internet of Things (IoT):
- Node-Red
- ThingSpeak

Single-Board Computer (SBC):
- Raspberry Pi, Linux

Databases:
- InfluxDB
- MySQL

Data analysis:
- Python, SciPy, TensorFlow, Keras, Scikit-learn

Visualizations:
- Python matplotlib, seaborn, Plotly
- Grafana

Websites:
- WordPress-CMS
- HTML, JavaScript, CSS

Slide Selection of Completed Projects: Measurements and operational optimization of a solar domestic hot water system in a multi-family residential building.

Energy analyses based on measurement data in the industrial and service sectors.

Energy data analysis and creation of energy flow diagrams in the district heating sector.

Exhaust gas monitoring of a 3 MW combined heat and power (CHP) plant unit to demonstrate compliance with legal emission limits.

Long-term wind measurements in an alpine region (2550 m ASL), including data evaluation as a basis for a planned wind farm.

Numerous data analyses from SCADA systems.

Metrological verification of CO2 reductions achieved by several district heating plants for inclusion in the sustainability report.

Measurement-based verification of nitrogen oxide (NOₓ) reduction through hydrogen admixture in a 3.2 MW natural gas combined heat and power (CHP) plant as part of a European research project.

Slide STEPHAN HASSE Imprint / Legal Notice This is a purely private website with no commercial intentions.

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