RO Forecast

Predictive RO Intelligence

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RO Forecast

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Industrial Reverse Osmosis Forecasting & Operations

Import Excel/CSV AI RO Consultant

Welcome to RO Forecast

No data is currently loaded. You can import historical RO logs from an Excel file, or start from scratch by creating a new site manually.

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FSR Operational Focus & Immediate Attention Radar

Field Service Summary

Clear, data-driven bullet points synthesized from hydraulic telemetry, water sample lab chemistry, and system health readings.

IMMEDIATE ATTENTION: NO (NOMINAL)
AI Suggested RO Recovery & Over-Recovery Hazard Forecaster
Bottleneck: Standard Operational Baseline
AI Recommended Baseline Recovery
75.0%(Nominal Range: 65% – 75%)
Water Chemistry Max Ceiling: 78.5% Max
Live Operating Recovery
--%No Data
Awaiting live telemetry recovery
Active Chemistry Bottleneck

Standard Operational Baseline

Standard 65–75% recovery for 2-stage industrial RO. Upload a water assay in Water Chemistry to calculate site-specific saturation.

Recovery Setpoint Simulator & Risk Forecaster:
Safe Operational Envelope
Test Setpoint:%
Concentration Factor (CF)4× concentration
Required Antiscalant Dose3 ppm (Standard)
Projected Brine Silica0 ppm (0%)
Projected Brine LSI+0.00

ℹ️ AI Operational Guidance: Baseline operational evaluation. Upload water chemistry report to calculate site-specific silica saturation and LSI scaling curves.

Key Bullet Points to Focus On (1 Item):Site: Active Facility • Train: System 1
1Pretreatment & Health Reading

All Primary RO Parameters Within Safe Operating Envelope

📊 Current Reading / Data: System Health Score: 0/100 • Total ΔP: 25.0 psi • Salt Rejection: 98.5%
Immediate Field Service Action:Execute routine 1-minute chemical drawdown calibrations (Antiscalant: 3.6 mL/min, SBS: 18.9 mL/min) and record standard shift logs.

💡 Why this matters: All measured pressures, normalized permeate flows, and saturation indices are currently tracking within baseline manufacturer limits.

Industrial RO Core Focus: Hydraulic Pressures • Operational Telemetry • Water Sample Chemistry

Continuous cross-validation of 3-stage pressure transmitters (P1 → P2 → Final), normalized flow physics, and lab mineral saturation assays.

Live Triad Tracing
1. Stage Pressures (WHERE)No Telemetry

-- → -- → -- psi

Stage 1 ΔP: -- • Stage 2 ΔP: -- • Total: --

Inspect 3-Stage Waveforms & Profiles →
2. Operational Readings (HOW FAST)

--% Rejection • -- GPM

Recovery: -- • ΔP Velocity: --

View ASTM Normalization & Physics →
3. Water Sample Chemistry (WHAT)

No Lab Assay Uploaded

Awaiting laboratory water analysis for active site

Upload Lab Water Chemistry Assay →

Recovery

--%
Target Range / AI Lab:65–75% Nominal • 75.0% AI Rec (Max: 78.5%)

Salt Rejection

--%

Target: ≥ 98.5%

Salt Passage

--%

Target: ≤ 1.5%

Feed Flow

-- GPM

Target: 240 - 300 GPM

Permeate Flow

-- GPM

Target: 180 - 220 GPM

Concentrate Flow

-- GPM

Target: 50 - 70 GPM

Differential Pressure

-- psi

Target: < 25 psi

Health Score

-- / 100

Target: ≥ 75

Operational & Normalized Performance Trends

High-resolution waveform tracking with ASTM D4516 temperature & pressure normalization

View Multi-Stage Trends

Chemical & Tank Radar

Live inventory & calibrated delivery rates

Live Feed: -- GPM
Antiscalant (Neat)Tank Monitor Ready
Target Dose: -- ppmPump Target: -- mL/min
Sodium Bisulfite (SBS 20%)Tank Monitor Ready
Target Dose: -- ppmPump Target: -- mL/min
Open Chemical Dosing Suite

3-Stage Pressure Profiling

P1 → P2 → Final gradient distribution

Total ΔP: -- psi
Primary (1st)-- psi
Secondary (2nd)-- psi
Final (Conc)-- psi
Stage 1 ΔP: --Stage 2 ΔP: --Total ΔP: --
ΔP Velocity Slope:--
Inspect 3-Stage Waveforms

Today's FSR Field Action

Data-driven chronological protocol

Ready for Field Check
1
Oxidizer Shield: Verify SBS pump delivery is exactly 18.9 mL/min (ORP < 250 mV).
2
Hydraulic Profiling: Verify Stage 1 ΔP (14 psi) and Stage 2 ΔP (11 psi) transmitters.
3
Antiscalant Drawdown: Run 1-min cylinder test to confirm 3.6 mL/min delivery.
Open Full FSR Step-by-Step Plan

Current System Topography & Process Flow

P&ID flow visualization, pretreatment filters, chemical dosing & RO array

Configure Topography
Facility / SiteNo Site Loaded
Active RO TrainSystem 1
Telemetry Status
Online
Latest ReadingNo data
i
Quick InsightRecovery is 2.1% higher than last week and within target range. Differential pressure is trending down, which is a positive sign.
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