Building production-grade grid digital twins for Germany's energy transition. Specialized in real-time systems, VDE-AR-N 4110 compliance, and Monte Carlo validation.
M.Sc Engineering (2026) | Based in Berlin, Germany 🇩🇪
- 🥇 IEEE ETECOM 2025 Best Paper Award — Intelligent Transportation Systems Track
- 🔋 Berlin Grid Digital Twin — Production-grade implementation with <50ms physics loop & validated compliance
- 📊 Monte Carlo Robustness Testing — n=50 runs with documented AR(1) uncertainty models
| Standard | Proficiency | Application Context |
|---|---|---|
| IEC 61850 | ⭐⭐⭐⭐☆ Hands-on | Digital substations, HVDC automation |
| IEC 61970 (CIM) | ⭐⭐⭐⭐☆ | Grid modeling, data exchange |
| VDE-AR-N 4110 | ⭐⭐⭐⭐⭐ | German grid compliance validation |
| Modbus/DNP3 | ⭐⭐⭐☆☆ | Legacy SCADA integration |
- ✅ Logical Nodes: XCBR (Circuit Breaker), MMXU (Measurement), PDIS (Distance Protection), ZRCT (HVDC Rectifier)
- ✅ Communication Protocols: MMS (client-server), GOOSE (peer-to-peer <4ms), SV (process bus)
- ✅ System Design: Station bus architecture, bay controller integration
- ✅ Use Cases: Protection coordination, real-time monitoring, HVDC converter automation
- 📚 Tools: libIEC61850, SCL configuration, Wireshark protocol analysis
Practical Focus: Translating IEC 61850 concepts into system designs, testing frameworks, and technical documentation for network planning and HVDC projects.
Power Systems: Pandapower, AC Power Flow, Voltage Stability Analysis, Thermal Loading
Programming: Python, NumPy, Pandas, Matplotlib, Seaborn
DevOps: Docker, GitHub Actions, CI/CD, pytest, mypy
Compliance: VDE-AR-N 4110, §14a EnWG, Redispatch 3.0
Real-Time Systems: <50ms loop, 56M ops/sec throughput validation
Production-grade digital twin demonstrating VDE-AR-N 4110 & §14a EnWG compliance with validated real-time performance.
Key Features:
- ⚡ Real-time streaming architecture (<50ms physics loop, 50Hz grid-compliant)
- 📊 56M ops/sec throughput validated on x86_64 Linux
- 🎯 Multi-strategy controller benchmarking (Hard Cutoff, Linear Droop, Fuzzy Logic)
- 🔬 Monte Carlo robustness testing (n=50) with AR(1) uncertainty models
- ✅ Multi-constraint physics validation via Pandapower AC power flow
- 🏗️ Production-ready CI/CD architecture (pytest, mypy, Docker)
Electric Vehicle Charging Infrastructure Optimization in Berlin: A Fuzzy Multi-Objective Framework for Robust Deployment Under Uncertainty
IEEE ETECOM 2025 Conference • Best Paper Award Winner
View on ORCID
🎯 Seeking: Grid Engineering, Power Systems, Automation Technology roles
📍 Location: Berlin, Germany (EU work authorization)
🎓 Graduation: First half of 2026
Target Areas:
- Power Systems Engineering & Grid Resilience
- Real-Time Control Systems & Edge Computing
- Energy Regulation Compliance (VDE, §14a EnWG)
- Digital Twin Development & System Validation
- LinkedIn: linkedin.com/in/clifford-ondieki-tpm
- Email: ondiekiclifford05@gmail.com
- Portfolio: cliffordomari.com
- ORCID: 0009-0009-3542-4966
"Building the infrastructure for Germany's renewable energy future, one validated simulation at a time."