Dynamic process end point detection

A device, comprising:

• one or more memories;
• and
• one or more processors, coupled to the one or more memories, configured to:
• receive spectroscopic data associated with a dynamic process;
• identify a pseudo steady state end point based on the spectroscopic data, the pseudo steady state end point indicating an end of a pseudo steady state associated with the dynamic process;
• identify a reference block and a test block from the spectroscopic data based on the pseudo steady state end point;
• generate a raw detection signal associated with the reference block and a raw detection signal associated with the test block;
• generate an averaged statistical detection signal based on the raw detection signal associated with the reference block and the raw detection signal associated with the test block;
• and
• determine whether the dynamic process has reached a steady state based on the averaged statistical detection signal.

A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:

• one or more instructions that, when executed by one or more processors of a device, cause the device to:
• receive spectroscopic data associated with a dynamic process;
• identify a pseudo steady state end point based on the spectroscopic data, the pseudo steady state end point indicating an end of a pseudo steady state associated with the dynamic process;
• identify a reference block and a test block from the spectroscopic data based on the pseudo steady state end point;
• generate a raw detection signal associated with the reference block and a raw detection signal associated with the test block;
• generate an averaged statistical detection signal based on the raw detection signal associated with the reference block and the raw detection signal associated with the test block;
• and
• determine whether the dynamic process has reached a steady state based on the averaged statistical detection signal.