5 papers · 1 filter
Uncertainty-aware Power System Planning via Gradient Descent
Mehrnoush Ghazanfariharandi, Robert Mieth
Power system planning models provide important guidance on long-term investment strategies with significant socio-economic impact. To remain computationally manageable, however, su…
Reliability-Aware Control of Distributed Energy Resources using Multi-Source Data Models
Gejia Zhang, Robert Mieth
Distributed energy resources offer a control-based option to improve distribution system reliability by ensuring system states that positively impact component failure rates. This…
Value-Oriented Forecast Combinations for Unit Commitment
Mehrnoush Ghazanfariharandi, Robert Mieth
Value-oriented forecasts for two-stage power system operational problems have been demonstrated to reduce cost, but prove to be computationally challenging for large-scale systems…
Towards Reliability-Aware Active Distribution System Operations: A Sequential Convex Programming Approach
Gejia Zhang, Robert Mieth
The increasing demand for electricity and the aging infrastructure of power distribution systems have raised significant concerns about future system reliability. Failures in distr…
Analysis of Data Value in Stochastic Optimal Power Flow for Distribution Systems
Mehrnoush Ghazanfariharandi, Robert Mieth
The rise of advanced data technologies in electric power distribution systems enables operators to optimize operations but raises concerns about data security and consumer privacy.…