An LSTM model for power grid loss prediction

2020 ◽  
Vol 189 ◽  
pp. 106823
Author(s):  
Jarkko Tulensalo ◽  
Janne Seppänen ◽  
Alexander Ilin
Keyword(s):  
Power Grid ◽  
Loss Prediction ◽  
Grid Loss

Mechanism Research about Impact of Transmission Channel Power Constraint on Grid Loss with Large-Scale Wind Power Integration

2014 ◽  
Vol 1070-1072 ◽  
pp. 919-922
Author(s):  
Peng Xia ◽  
Wen Ying Liu ◽  
Fu Chao Liu ◽  
Xi Wei Fu
Keyword(s):  
Wind Power ◽  
Channel Flow ◽  
Large Scale ◽  
Wind Farm ◽  
Power Transmission ◽  
Power Grid ◽  
Transmission Channel ◽  
Theoretical Derivation ◽  
Wind Power Integration ◽  
Grid Loss

With the significant development of wind power, it has been inevitable for wind farm cluster to integrate into the system from the grid end, therefore, the power grid loss problem of large-scale wind power integration is highlighted. At first, we construct a power transmission system model with large-scale wind power integration, get the power grid loss calculation formula of the system, and induce the change laws of the power grid loss by the constraints of power transmission channel flow. And then, based on the structure of Gansu power grid, we do some simulations about power grid loss distribution by the constraints of power transmission channel flow, and verify the correctness of theoretical derivation.

Cognitive task analysis of power grid monitors

2009 ◽  
Author(s):  
David Close ◽  
Kari Babski-Reeves ◽  
Nick Younan ◽  
Noel Schulz
Keyword(s):  
Task Analysis ◽  
Cognitive Task ◽  
Power Grid ◽  
Cognitive Task Analysis
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