WateRobot® AI Agent is an unmanned, AI-driven system that autonomously manages water plant operations by replacing human tasks. It incorporates GreenTech's self-developed process optimization models, alongside AI models for computer vision, auditory sensing, and infrared, to ensure real-time environmental awareness. By leveraging large language reasoning models, it enables predictive maintenance of equipment and processes. The system operates within a closed-loop Online to Offline framework, ensuring the safe, efficient, and cost-effective operation of water plants with optimal performance and minimal human intervention.
Independently Ensuring Optimal Operation of the Process System:
24/7 unmanned operation, with water quality and flow rates 100% compliant with standards
Achieving Predictive Maintenance for Equipment and Environment:
Detection of pump unit abnormalities and water leaks. A 50% reduction in equipment failure rates.
AI operations deliver the lowest overall cost:
90% reduction in labor requirement, 50% decrease in equipment failure, 15% reduction in chemical consumption, 30% reduction in electricity consumption rate, and 35% reduction in overall operation cost.
· Unified management of all AI model operations and results.
· Comparison of process prediction models with actual measurement data curves, and management of autonomously generated control commands.
· Comparative analysis of process commands, operating conditions, and performance metrics to quantify AI operational outcomes.
· A multi-modal model combining visual, auditory, and infrared data detects various environmental anomalies.
· Its ability to identify anomalies far surpasses that of ordinary inspection personnel.
· It automatically generates work orders for various anomalies to facilitate preventive maintenance.
· If the AI algorithm detects any anomalies, it automatically generates a work order and dispatches service personnel to the site.
· The system provides equipment troubleshooting recommendations, operational guidelines, and quick access to manuals alongside the work order.
· The execution of work orders is tracked digitally, enabling digital performance management.
· Based on user objectives, the system autonomously generates various reports and documents.
· It dynamically retrieves data from water treatment plants and flexibly generates various data charts and graphs.
· Leveraging the RAG knowledge base, it enhances the system’s ability to generate reports autonomously.
· BIM-based data asset management covering the entire facility and its full lifecycle.
· Inventory management of physical assets such as spare parts.
· Management of multimodal time-series data accumulated during water plant operations.
· The system can independently complete user tasks in various application scenarios.
· All data related to the water treatment plant can be freely accessed and viewed through conversational interactions.
· The AI agent can identify the intent behind user questions and, after analysis and reasoning, provide decisions and feedback.
Under the operation and management model of WateRobot® AI Agent, 5 water plants in Wuxi (Zhonghe, Jianding, Xidong, Anzhen and Longting) are managed by only 10 personnel. This has achieved a 90% reduction in labor requirement, 50% decrease in equipment failure rate, 15% reduction in chemical consumption, 30% reduction in electricity consumption, and 35% reduction in overall operation cost, demonstrating the quantifiable value brought by AI.
