Determine when entry/series of entries are outliers
Look into six-sigma techniques: e.g.: http://www.whatissixsigma.net/imr/

In short: create a moving range (moving average +/- 3 times moving std.deviation).

Points outside that range can be considered outliers and need inspection (not just discarding).