Systems and methods for communications node upgrade and selection
Implementations described and claimed herein provide systems and methods for intelligent node type selection in a telecommunications network. In one implementation, a customer set is obtained for a communications node in the telecommunications network. The customer set includes an existing customer set and a new customer set. A set of customer events is generated for a node type of the communications node using a simulator. The set of customer events is generated by simulating the customer set over time through a discrete event simulation. An impact of the customer events is modeled for the node type of the communications node. The node type is identified from a plurality of node types for a telecommunications build based on the impact of the customer events for the node type.
1. A telecommunications system comprising:
a wire center deployed in a telecommunications network;
a plurality of sites, each of the sites corresponding to at least one customer of a service provided by the telecommunications network;
a communications node connecting the plurality of sites to the wire center, the communications node having a node type selected based on a model of an impact of customer events for the node type, the customer events generated by simulating a customer set over time through a discrete event simulation; and
an artificial intelligence platform modeling an impact of the customer events for the node type of the communications node, and identifying the node type from a plurality of node types for a telecommunications build based on the impact of the customer events for the node type, wherein
the customer set includes an existing customer set and a new customer set.
2. The system of claim 1 , wherein the node type is central office fed internet protocol (CoIP), fiber to the node (FTTN), or fiber to the premises (FTTP).
3. The system of claim 1 , wherein the new customer set is generated by a neural network based on a new sales rate and an offer distribution.
4. The system of claim 1 , wherein the node type is associated with a telecommunications build for a buildable area of the telecommunications network.
5. The system of claim 4 , wherein the telecommunications build for the buildable area is a greenfield build or a brownfield build.
6. The system of claim 4 , wherein a customer node is within a buildable area, the set of customer events being generated for the telecommunications build for the buildable area.
7. The system of claim 1 , wherein the telecommunications build is a Passive Optical Network (PON) overlay.
8. The method of claim 1 , wherein the telecommunications build is a greenfield build or a brownfield build.
9. The system of claim 1 , wherein the set of customer events includes one or more of a customer count and a revenue curve.
10. The system of claim 1 , wherein the discrete event simulation is replicated using a plurality of random seed numbers.