Xiaoming Feng

Corporate Research Fellow @Hitachi Energy

Raleigh, NC, US

Same role as with ABB.Research interest and work in recent years:1) Alternative forms of KKT condition and exterior point methods for inequality-constrained state estimation and optimization2) Transmission scarcity pricing in electricity market operation, first-principle-based stable formulation3) True shadow price computation theory and algorithms4) Neural architecture search and AutoML5) What does machine learning learn and where is the limit6) Automated Lagrangian relaxation of large-scale SCUC; high-performance dual optimization; the relationship between dual and primal solution convergence. Asynchronous integration of primal solvers and dual solvers.7) Robust (non-divergent) state estimation8) From PINN (physics informed neural network) to PCNN (Physics constrained neural network)9) Probabilistic forecast, quality metric, predictability quantification

Ohio University

M.S., Electrical & Computering Engineering

Ohio University

Ph.D., Electrical & Computer Engineering

Xi'an Jiaotong University

B.S. Electrical Engineering, power system control and automation