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Early water-quality risk warning
Intelligent dosing and aeration optimization
Full-process unattended decision support
![[Mainland China] Shanxi Changzhi Issues Reclaimed Water Utilization Action Plan: Urban Reclaimed Water Utilization Rate to Exceed 45% by End of 2026](/uploads/images/20260827/b5d13f78b4114f959255c31537de6912.png)
Changzhi's Reclaimed Water Utilization Action Plan targets over 45% urban reclaimed water utilization by end-2026, full industrial use, and a reclaimed water rights trading mechanism.
![[Malaysia] Malaysia's Top Glove Launches Tender for F24WT Reclaimed Water Treatment Plant Retrofit Project](/uploads/images/20260827/8675f784c83df8c156d5a6e92a5f3d93.png)
Top Glove has tendered its F24WT reclaimed water treatment plant retrofit in Malaysia, covering design, equipment supply, installation, and commissioning for glove-plant wastewater reuse.
![[Mainland China] 2026 Shanghai Water Industry Hotspot Forum Spotlights '15th Five-Year Plan' Water Efficiency; Domestic High-Flux Low-Energy MBR Membranes Solve Upgrade and Energy Challenges](/uploads/images/20260827/66bfa9e61425ad053e6bf05abec6b514.png)
The 2026 Shanghai Water Industry Hotspot Forum spotlighted '15th Five-Year Plan' water efficiency; Jinkunpeng's high-flux QCOM MBR membrane boosts flux 60%+ and extends cleaning cycles 50%-100%.
Tianyi Tech's AI agent covers electroplating, textile dyeing, chemical parks, semiconductor, coal-chemical, and food & beverage industries. It addresses high-salinity, high-COD, and refractory wastewater through real-time dosing, aeration, and membrane fouling control optimization.
Based on 120+ delivered projects, AI agents deliver 15–30% per-ton cost reduction, compliance rates improving from 92% to 99.6%, 50% reduction in manual inspection workload, and typical ROI in 6–14 months.
SCADA only handles data acquisition and basic control. A digital twin platform uses 1:1 mechanistic models + AI reasoning to simulate process changes, abnormal conditions, and energy-saving strategies before execution — the key infrastructure for moving from automation to intelligence.
Lightweight AI dosing optimization can go live in 4–6 weeks. Full digital twin projects typically take 3–6 months, delivered in three phases: data integration, model training, and online optimization.
No. Tianyi Tech's AI agent uses non-intrusive deployment via existing PLC/DCS interfaces — commissioning and trial runs complete without production stoppage.
Supports on-premise deployment (customer data center or private cloud), national cryptography standard encryption, fine-grained permission auditing, AD/LDAP & SIEM integration, and Level 3 information security protection compliance.
