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Water Treatment · Workflow

Treatment process monitoring

This workflow continuously monitors water treatment processes in real-time, automatically detecting quality deviations and triggering corrective actions to maintain compliance standards and optimal treatment efficiency.

Workflow Trigger

Real-time sensor data indicates parameter deviation from normal operating ranges

Visual Flow

Each node represents an automated step. Connections show how data and decisions move through the workflow.

Step-by-Step Breakdown

Detailed explanation of each automated stage in the workflow.

  1. 1
    Trigger

    Detect Parameter Deviation

    SCADA system sensors detect pH, turbidity, chlorine residual, or flow rate measurements outside acceptable thresholds. Alert triggers automated monitoring workflow to assess severity and determine response.

  2. 2
    Action

    Collect Historical Process Data

    Retrieve 24-hour trending data for affected parameters and related equipment performance metrics. Gather contextual information including recent maintenance activities and chemical feed rates.

  3. 3
    Action

    Validate Laboratory Results

    Cross-reference real-time sensor readings with recent laboratory test results from LIMS. Confirm accuracy of field instrumentation and identify potential calibration issues.

  4. 4
    Decision

    Assess Deviation Severity

    AI system evaluates if parameter deviation requires immediate corrective action or if it's within acceptable operational variance. Determines if automated response is sufficient or if operator intervention is needed.

  5. 5
    Action

    Execute Corrective Actions

    Automatically adjust chemical dosing pumps, modify filtration rates, or activate backup treatment units based on deviation type. Log all control actions and parameter changes for audit trail.

  6. 6
    Action

    Generate Compliance Documentation

    Create automated reports documenting the deviation event, corrective actions taken, and return to normal operations. Update regulatory compliance databases with incident details and response times.

  7. 7
    Output

    Dispatch Process Status Report

    Send real-time alerts to operators via HMI displays and mobile notifications. Provide summary of process status, actions taken, and any required manual interventions or follow-up testing.

Outputs

  • Real-time process deviation alerts
  • Automated chemical dosing adjustments
  • Regulatory compliance incident reports
  • Equipment performance recommendations

Key Metrics

  • Parameter deviation response time
  • Treatment process uptime percentage
  • Chemical dosing accuracy rate
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