Advanced application of model operations in energy

A system, comprising:

• an inspection view;
• a deployment view;
• and
• a server application executing on one or more servers and configured for:
• presenting the inspection view with a model list, the model list comprising a plurality of list entries, each list entry corresponding to a respective data analysis project, each list entry comprising:
• a plurality of challenger models corresponding to the respective data analysis project for the list entry;
• and
• a selected model comprising a champion model for the respective data analysis project, the champion model being automatically selected from among the plurality of challenger models periodically after retraining of the plurality of challenger models is performed;
• receiving a selection of a selected list entry from among the plurality of list entries in the model list;
• receiving deployment settings of the selected model of the selected list entry;
• presenting the deployment view with a deployment list with the selected model;
• and
• updating a deployment status of the selected model in the deployment view,
• wherein the retraining of the plurality of challenger models is performed periodically after a deployment of the selected model based on at least a performance metric monitored during the deployment.

A method, comprising:

• displaying, on a user interface, an inspection view with a list of models, the list of models comprising a plurality of list entries, each list entry corresponding to a respective data analysis project, each list entry comprising:
• a plurality of challenger models corresponding to the respective data analysis project for the list entry;
• and
• a selected model comprising a champion model for the respective data analysis project, the champion model being automatically selected from among the plurality of challenger models periodically after retraining of the plurality of challenger models is performed;
• receiving a selection of a selected list entry from among the plurality of list entries in the list of models;
• receiving deployment settings of the selected model of the selected list entry;
• displaying, on a user interface, a deployment view with the list of models;
• and
• updating a deployment status of the selected model in the deployment view,
• wherein the retraining of the plurality of challenger models is performed periodically after a deployment of the selected model based on at least a performance metric monitored during the deployment.