Energy Systems, BESS & AI-Driven Control Engineer
I build dispatch-ready EMS, SCADA-grade monitoring, and reliability-first control systems for real-world PV–BESS–Load–Grid operation — grounded in strong-current power engineering and electrical system design. My work spans forecasting → optimization → control, with industrial integration at the edge.
Availability
Open to collaborations and engineering roles in energy storage, EMS / grid interaction, power engineering, and industrial AI & control. Prefer work where software and design decisions directly impact operations and safety.
About
Electrical & Software Engineer focused on energy storage, dispatch-ready EMS control, and power engineering. I design systems that connect the field to decision-making: sensors → industrial comms → data → optimization → control, with SCADA-grade visibility, compliance, and operational safety in mind.
I develop schedule-based dispatch (typically 15-minute intervals) integrating PV uncertainty, battery constraints, and grid/plant priorities. My approach balances control quality with operational reality: clear safety limits, fault handling, and restart-safe services.
At the battery layer, I work with state estimation (SoC/SoH), thermal behavior, protection logic, and charge–discharge strategy design. I design monitoring and alarms that operators can trust — with clean UI/UX and meaningful thresholds.
For AI and analytics, I build time-series pipelines for forecasting and decision support, with validation and metrics first. I care about deployment: latency, maintainability, and observability — not just model accuracy.
On the integration side, I have hands-on experience with PLC workflows and industrial protocols (Modbus, OPC UA concepts, MQTT), plus backend APIs and databases that turn field data into actionable control.
In addition to software and control engineering, I have a strong foundation in strong-current power engineering and electrical system design. I have contributed to the planning and coordination of low- and medium-voltage systems that combine generation, storage, distribution, and industrial consumers.
My electrical scope includes system-level design thinking (load sizing, single-line concepts, protections/selectivity awareness, and safe integration of PV/BESS/grid), plus design documentation and cross-discipline coordination (electrical ↔ automation ↔ software).
I have experience aligned with Responsible Technical Leadership responsibilities: technical supervision of electrical works, compliance and safety mindset, documentation discipline, and supporting commissioning/hand-over for operational readiness.
I have participated in design reviews / plan juries where electrical, control, and safety requirements are evaluated together. This perspective helps me deliver solutions that are not only technically optimized, but also buildable, approvable, and operable.
Highlights
Operational Impact
- Designed EMS dispatch logic for PV–BESS–Load–Grid orchestration
- Built alarm and monitoring patterns for 24/7 operations
- Reduced imbalance / peak costs by 30–50%
Power & Electrical Engineering
- Strong-current engineering background supporting LV/MV systems
- Electrical planning and documentation mindset
- Designed/oversaw 100 projects / 120 installations
Reliability & Deployment
- Restart-safe services (scheduler, collectors, APIs)
- Database-first architecture for traceability and audits
- Supported 40 sites / 500 devices
Core Expertise
Energy Management (EMS)
- Schedule-based dispatch (1-5-15-minute intervals)
- Forecast-driven optimization and planning
- Constraint handling (SoC, power limits, priorities)
- PV–BESS–Load–Grid energy flow orchestration
Battery Systems (BESS / BMS)
- State estimation concepts: SoC, SoH
- Thermal behavior and protection logic
- Charge–discharge strategy design
- Safety alarms, fault handling, degradation awareness
SCADA & Operator UX
- SCADA-grade dashboards and operator workflows
- Alarm routing + event-driven views
- Forecast overlays for decision support
- Energy flow visualization (PV–BESS–Load–Grid)
Power Engineering & Electrical Design
Complex Electrical Systems
- LV/MV system-level design for integrated energy projects
- PV + BESS + grid connection + auxiliary power concepts
- Protection/selectivity mindset and safe fault handling
- Cross-discipline engineering: electrical ↔ automation ↔ IT
Electrical Planning & Documentation
- Planning from concept to execution (requirements → design → commissioning)
- Single-line diagrams, load sizing, and system partitioning
- Design documentation discipline and traceable decisions
- Interface management with contractors and stakeholders
Design Reviews (Plan Jury)
- Responsible technical leadership mindset and execution oversight
- Compliance, safety, and quality assurance during delivery
- Participation in design reviews / plan juries for approvals
- Commissioning readiness: checks, handover, and operational safety
Selected Projects
EMS Scheduler & Dispatch Engine
- Constraint-based 15-minute dispatch planning integrating SoC, grid limits, and market signals (HUPX, SEEPEX, US- ISOs CAISO, ERCOT etc.)
- Multi-source forecast integration (weather, PV yield, market prices) driving rule-based and optimization-ready control logic
- Observable API layer with audit-grade logging ensuring traceability and compliance for EMS, SCADA, and TSO interfaces
- Advanced closed-loop control integrating real-time telemetry (SoC, power, frequency) for grid-compliant PV-BESS coordination
- Robust control engineering with constraint handling, hysteresis, anti-oscillation logic, and fail-safe fallback strategies
- High-reliability software architecture featuring restart-safe operation, persistent state handling, watchdogs, and observable execution for SCADA/TSO environments
SCADA-Style Monitoring & Alerts
- Operator-focused dashboards with alarm/event views
- Time-series overlays: actual vs forecast for key KPIs
- Deployment-minded: restart safe, observable components
- End-to-end engineering in Siemens TIA Portal (V18/V19) for hybrid energy systems, covering PLC logic design, diagnostics, and high-availability operation (and WAGO + other plc-s)
- SCADA architecture and implementation with Sentinel, SIMATIC WinCC V8.1, enabling real-time system supervision, alarm orchestration, and operator decision support
- Utility-grade telecontrol integration using SIMATIC S7-1500 and TIM 1531 IRC for seamless TSO communication via IEC 60870-5-104 and DNP3 protocols
Energy stock
- Advanced time-series correlation: actual vs forecast vs market signals (HUPX, SEEPEX, US ISOs) enabling automated dispatch strategies
- Production-grade control system design: restart-safe, observable, and resilient components for continuous energy operations
- Hybrid Energy Management System integrating PV, BESS, and grid interaction with real-time control, market-aware dispatch, and SCADA interoperability
- Combines closed-loop control, forecast-driven decision logic, and energy market signals (HUPX, SEEPEX, ISO markets) for optimized and automated operation
- Built as a resilient, deployment-ready platform with observable architecture, audit-grade traceability, and TSO/DSO integration capabilities
Industrial Edge Integration
- SCADA and telecontrol integration using Modbus TCP, OPC UA, and IEC 60870-5-104 in utility-scale PV and BESS environments
- Engineering of interoperable control interfaces for PLC, EMS, SCADA, and TSO communication layers
- Support for grid-code aligned functions including power limitation, reactive power control, SOC supervision, and frequency response workflows
Forecasting / Predictive Analytics
- Time-series pipelines for PV and consumption forecasting
- Validation metrics and deployment constraints (latency, drift signals)
- Decision support integration into EMS control loops
Complex Electrical System Design (PV / BESS / Industrial)
- Electrical planning for integrated PV–BESS–Load–Grid environments
- Coordination of power engineering and control architecture
- Support during permitting, technical reviews, and execution oversight
Commissioning & Operational Readiness
- Deployment patterns and restart-safe services for industrial systems
- Alarm thresholds, sanity checks, and fault workflows
- Operator-centric handover mindset (docs, logs, dashboards)
Languages & Technologies
Programming
- JavaScript / TypeScript
- Python
- SQL
Frontend
- React
- Vite
- TailwindCSS
Backend & Data
- Node.js (REST APIs, schedulers)
- MariaDB / PostgreSQL / MYSQL, InfluxDB
- Time-series patterns (forecast vs actual, retention, aggregation)
Electrical & Engineering Domains
- Power engineering (LV / MV systems)
- Electrical design documentation mindset
- PV, BESS, grid interconnection concepts
- Cross-discipline engineering (electrical + control + IT)
Operations
- Docker / containerized deployments
- Observability: logs, metrics, alarm feeds
- Restart-safe services & schedulers
- Traceability and audit-friendly logging
Energy Systems Focus
- EMS dispatch + constraint handling
- BMS logic: SoC/SoH/thermal awareness
- PV–BESS–Load–Grid orchestration
- Safety-first control mindset
Industrial Communication
Protocols
- Modbus TCP / RTU (register mapping, polling, writes)
- IEC 60870-5-104 and DNP3 protocols
- OPC UA (concepts, structured tags, integration patterns)
- MQTT (telemetry, events, lightweight messaging)
- Industrial networking basics (segmentation, VPN/VLAN concepts)
PLC & Edge
- PLC-driven sensing and actuation concepts
- Edge gateway patterns and data validation
- Alarm thresholds, sanity checks, watchdog thinking
- Operations: observability, restart safety, logs
SCADA Integration
- Operator-centric UI and alarm workflows
- Energy flow & state visualization
- Forecast overlays and decision support
- API-driven architecture for mobile/remote access
Contact
Interested in BESS / EMS dispatch, power engineering, electrical planning, predictive control, or industrial SCADA integration? I’m open to collaborations, consulting, and engineering roles where design + software directly impacts operations and safety.