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This is done by analyzing the residual of the faulty point and an SOM model of the normal region used in fault detection.
Consequently, the initial fault location is determined via equating the deduced equations of the positive-sequence voltage at the faulty point from two sides of the faulted segment as a function of the measured data after their correction.
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The jury heard that faulty points in the track were a significant factor in causing the disaster.
Last year it was fined £3m for the faulty points that caused the 2002 Potters Bar crash, which killed seven people.
The inquest into Potters Bar was put on hold in February 2007 after a similar crash involving faulty points in Grayrigg, Cumbria.
Last year Network Rail was fined £3m for its failings in the Potters Bar crash which killed seven people in 2002 because of faulty points.
Perdita Kark, whose father Austen was killed and mother, the novellist Nina Bawden, seriously injured when faulty points derailed the train, said a fine would be a token gesture.
The track operator admitted it was criminally guilty under the Safety at Work Act for faulty points on the tracks, the responsibility for which it inherited from its predecessor, the privatised company Railtrack.
As his lead coach struck faulty points at Lambrigg 2 on the West Coast main line, after slowing from 125mph to 95mp deep in rural Cumbria, Black remembered this: First I was forced into the upright position.
The driver said: "I have lost everything... we are off the rails" moments after a train ran over faulty points as it approached a station, an inquest heard today.
Seven people died and 76 people were injured in the crash when the rear of a West Anglia Great Northern train from London to King's Lynn derailed as it travelled at nearly 100mph over faulty points, slammed into a bridge and came to rest across platforms at Potters Bar station.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com