Problems

What will AGI do for Upstream Lignin Carryover?

In chemical pulping and biorefining operations, upstream lignin carryover occurs when the digester and brown stock washing stages fail to remove sufficient lignin from the wood fibers. Mill operators and bleaching plant supervisors bear the brunt of this inefficiency, receiving pulp with an unpredictably high kappa number. This variability forces facilities to overcompensate with expensive bleaching chemicals to maintain target product brightness levels.

The opportunity

What AGI will do for Upstream Lignin Carryover

  • Predictive Kappa Control for Pulp Mills

    Business-as-Code

    Solves:

    Platform.do
  • Autonomous Brown Stock Washing

    Business-as-Code

    Solves:

    Platform.do
  • Real-Time Lignin Detection for Biorefineries

    Business-as-Code

    Solves:

    Platform.do
  • Bleach Dosing Optimization for Paper Mills

    Business-as-Code

    Solves:

    Platform.do
  • Wash Water Control for Kraft Mills

    Business-as-Code

    Solves:

    Platform.do

The work itself

Grounded Work Profile

Tools

  • Valmet Kappa AnalyzerproblemCurrentSolutions
  • Honeywell Experion PKSproblemCurrentSolutions
  • ABB Ability SystemproblemCurrentSolutions
  • Microsoft ExcelproblemCurrentSolutions

Measured by

  • Severity 4/5problemSeverityFrequency
  • continuousproblemSeverityFrequency

Value flow

How Upstream Lignin Carryover connects

candidate solution for

  • Cyclehavenmodel
  • Digestionembermodel
  • Slurryrangemodel
  • Stickyraymodel
  • Viscatrixmodel

entails

  • Alkali Charge Controlmodel
  • Biomass Variation Sensingmodel
  • Brown Stock Wash Efficiencymodel
  • Digester State Modelingmodel
  • Reactive Bleach Overfeedingmodel

used for

How AGI delivers it

Four ways AGI delivers

  • Services-as-Software

    Get the professional outcome delivered as software, priced on results, not headcount.

    Services.do
  • Autonomous Agents as digital employees

    Hire a digital employee that does the job under earned, supervised autonomy.

    Agents.do