Systems and Methods for Production of Potable Water By Recycling Processed Wastewater Streams

A method of producing potable water from wastewater generated by a meat and poultry processing facility, comprising:

• processing a wastewater stream through a sequentially-arranged series of wastewater treatment stages, the series of wastewater treatment stages controlled to separate and remove contaminants from the wastewater stream and to purify and disinfect the wastewater stream;
• collecting the processed wastewater stream in a potable water distribution and storage component;
• at a plurality of local processor units:
• receiving sensor data from respective treatment stages,
• generating structured queries for application to a trained large language model,
• receiving operational adjustments from the trained large language model,
• validating the operational adjustments, and
• applying validated operational adjustments to individual treatment components of the wastewater treatment stages;
• and
• at a central processor:
• determining compliance of a collected, processed wastewater stream with potable water standards, and
• generating a potable certification record for the collected, processed wastewater stream.

A non-transitory computer-readable storage medium encoded with instructions that, when executed by one or more processors of a wastewater recycling system comprising, cause the one or more processors to:

• receive sensor data from components of the wastewater recycling system, the components comprising a centrifugal decanter, a coagulation component, a multi-layer, multi-media filter, and a disinfection component;
• generate structured queries for application to a trained large language model;
• apply the structured queries to the trained large language model;
• receive suggested operational adjustments for the respective components;
• generate control signals for valves, pumps, mixers, UV-C emitters, nano-bubble generators, and electrochemical units based on the suggested operational adjustments;
• determine compliance of treated water with potable water standards;
• and
• generate a certification record comprising a batch identifier and compliance values.