`EMT simulation`, `detailed switching converter modeling`, `average-value converter modeling`, `frequency-dependent network modeling`, `harmonic impedance scanning`, `weak-grid converter interaction`, `IBR EMT model validation`, `sub-synchronous control interaction`

`AC power flow`, `N-1 contingency analysis`, `transient stability analysis`, `small-signal stability`, `PV/QV analysis`, `dynamic model initialization`, `PSS E dynamic models`, `PSS E Python automation`

`mixed-integer linear programming`, `mixed-integer quadratic programming`, `stochastic optimization`, `robust optimization`, `chance-constrained optimal power flow`, `model predictive energy management`, `battery scheduling optimization`, `multi-period economic dispatch`

`unbalanced three-phase power flow`, `backward-forward sweep`, `quasi-static time-series simulation`, `DER hosting capacity`, `Volt-VAR optimization`, `conservation voltage reduction`, `distribution optimal power flow`, `voltage sensitivity analysis`

`grid-forming inverter control`, `droop control`, `virtual synchronous machine`, `power synchronization control`, `virtual oscillator control`, `impedance-based stability`, `short-circuit ratio`, `grid-forming current limiting`

`DERMS architecture`, `ADMS applications`, `IEC 61970 CIM`, `IEC 61968 CIM`, `CGMES`, `DER aggregation`, `flexibility dispatch`, `ADMS DERMS interoperability`

`IEC 61850 MMS`, `IEC 61850 GOOSE`, `IEC 61850 Sampled Values`, `DNP3 Secure Authentication`, `Modbus TCP`, `OPC UA`, `IEC 60870-5-104`, `IEEE C37.118 synchrophasors`

`Python type hints`, `Pydantic`, `FastAPI`, `asynchronous REST API`, `pytest`, `Docker multi-stage builds`, `GitHub Actions CI/CD`, `microservice architecture`

`probabilistic load forecasting`, `renewable generation forecasting`, `quantile regression`, `gradient boosting forecasting`, `Temporal Fusion Transformer`, `N-BEATS`, `prediction intervals`, `concept drift detection`

`MLflow experiment tracking`, `model registry`, `model versioning`, `continuous training`, `data drift monitoring`, `AWS SageMaker pipelines`, `containerized model serving`, `ML observability`

`controller hardware-in-the-loop`, `power hardware-in-the-loop`, `FPGA real-time simulation`, `power electronics real-time simulation`, `time-delay compensation`, `real-time solver discretization`, `automated HIL testing`, `closed-loop validation`

`IEEE 1547-2018`, `IEEE 2800-2022`, `IEEE 2800.2`, `NERC IBR requirements`, `voltage ride-through`, `frequency ride-through`, `dynamic voltage support`, `IBR model verification`

`Kubernetes deployments`, `pod lifecycle`, `horizontal pod autoscaling`, `service discovery`, `ingress controller`, `Helm`, `persistent volumes`, `container observability`

`RAG for power systems`, `domain-specific embeddings`, `vector databases`, `tool-augmented LLMs`, `LLM alarm analysis`, `AI agents for grid operations`, `operator decision support`, `LLM evaluation`