We investigate the problem of extracting frequent sequences with positive events, negative events specifying the absence of events as well as temporal information about the delay between these events. We formulate the semantics of such patterns and we propose algorithm NTGSP based on state of the art methods. The performance of NTGSP is evaluated on commercial data provided by EDF, a major french power distribution company.