Creation of a digital twin for auto-discovery of hierarchy in power monitoring

A non-transitory, computer-readable storage medium comprising instructions recorded thereon that, when executed by at least one processor of a system of a wireless telecommunications network, cause the system to:

• for each meter in a set of meters coupled to electrical components of an electrical system:
• capture, from the meter, data indicative of a power profile related to at least one component connected to the meter;
• and
• create, based on the data indicative of the power profile, a set of delta data representing change in power over time;
• detect correlated changes based on a comparison of the sets of delta data of the set of meters captured in at least partially overlapping time periods;
• generate a system dataset representative of the electrical system based on a combination of the sets of delta data;
• detect echoes of power fluctuations in the system dataset,
• wherein each echo corresponds to a repeated pattern of a power fluctuation occurring at electrical components of the electrical system that are spatially separated;
• and
• create, based on the correlated changes and the detected echoes, a digital twin including a one-line diagram representing connections between the components of the electrical system of the wireless telecommunications network.

A system comprising:

• at least one hardware processor;
• and
• at least one non-transitory memory storing instructions that, when executed by the at least one hardware processor, cause the system to:
• for each meter in a set of meters coupled to electrical components of an electrical system of a telecommunications network:
• capture, from the meter, data indicative of a power profile related to at least one component connected to the meter;
• and
• create, based on the data indicative of the power profile, a set of delta data representing change in power over time;
• detect correlated changes based on a comparison of the sets of delta data of the set of meters captured in at least partially overlapping time periods;
• generate a system dataset representative of the electrical system based on a combination of the sets of delta data;
• detect echoes of power fluctuations in the system dataset,
• wherein each echo corresponds to a repeated pattern of a power fluctuation occurring at electrical components of the electrical system that are spatially separated;
• and
• create, based on the correlated changes and the detected echoes, a digital twin including a one-line diagram representing connections between the components of the electrical system of the telecommunications network.