With the integration of distributed generators and other complex devices

analyses of the transient state process for distribution systems and electromagnetic simulation are gradually becoming dependent on detailed modeling and electromagnetic transient(EMT)simulation. As EMT simulation can be appreciably accelerated by fine-grained parallel devices

such as the graphics processing unit(GPU). GPU-based parallel electromagnetic transient simulation techniques for large-scale distribution system are proposed. First

the computational models are formulated by categorizing the overall computations during simulation into three parts

that is

heterogeneous

homogeneous and network solution part. Then

each part of computation is accelerated using fine-grained parallel strategy on the GPU. The heterogeneous part is processed in a layered-directed-acyclic-graph based kernel

the homogeneous part is handled in a fused multiply-add kernel

and the network solution part is done by linear algebraic solvers on the GPU. Finally

large-scale cases are provided for tests. Simulation results indicate that the proposed techniques can significantly accelerate EMT simulation for distribution networks.