cluster analysis - Time series Clustering -

i have number of sensors measuring temperature (or other physical attribute) data. know of clustering method can tell sensors showing similar patterns , behaviors? series showing trends cycles.

i new time series analysis.

thank you,

basic k-means clustering works fine kinds of sensor data. need take time slices avoid auto-regressive issues. check out proc in r