Use Markov-State Transitions and Steady-State Availability Concepts for Operating/CIP/Fault States

Work Context

Capabilities

• Analyze Operating States and Equipment AvailabilityRecorded application
  Why these connect

  The source model links this activity to the capability.

Systems & Equipment

All Portfolio Connections

Related Activities

• Authored Centrifuge Operating and Safety Requirements for Turbidity Calibration, Product Recipes, Sensor/Algorithm Control, Production/CIP/Standby Modes, Operator Intervention and Vendor Safety ReviewMethod application
  Why these connect

  Analyze operating states and equipment availability provides analytical preparation for the decision in the connected activity. Operating states are recorded; a fitted Markov transition model is not asserted.

• Built Filtration Demand Model Using Acetator Logs, Production History, Product Filterability, Filtration Supplier Technical Trials, VCF Trends, and Peak-Demand Scenarios.Method application
  Why these connect

  Analyze operating states and equipment availability provides analytical preparation for the decision in the connected activity. Operating states are recorded; a fitted Markov transition model is not asserted.

• Developed Line Layout, Equipment Specification, Utility Coordination, Warehouse-Flow Model, Labor Plan, Civil/Facility Upgrades, Controls Architecture, and Capital BudgetMethod application
  Why these connect

  Analyze operating states and equipment availability provides analytical preparation for the decision in the connected activity. Operating states are recorded; a fitted Markov transition model is not asserted.

• Included Clean Holds and QA Release in the Manufacturing Scheduling Rules Alongside Sanitation Windows and Segregation RequirementsMethod application
  Why these connect

  Analyze operating states and equipment availability provides analytical preparation for the decision in the connected activity. Operating states are recorded; a fitted Markov transition model is not asserted.

Related Case Studies

• Centrifuge Trial Performance, Documentation, and Supplier Tradeoff AnalysisApplication relevance
• Filtration Demand and Capacity ModelingApplication relevance
• Lines 1 & 2 Bottling ExpansionApplication relevance
• Manufacturing Scheduling and MOM/MES EvaluationApplication relevance

Related Projects

• Ceramic Crossflow Filter System + Ion Exchange TrialApplication relevance
• Lines 1 & 2 Bottling and Packaging LinesApplication relevance
• Manufacturing Scheduling and MOM/MES EvaluationApplication relevance

Related Workstreams

• OT Network and Controls TransformationApplication relevance
• Production and Packaging ModernizationApplication relevance
• Wine Clarification and Vinegar Polishing ModernizationApplication relevance

Related Analysis and Application Artifacts

• Flow, Queues and Operating-State ReviewAnalytical decision brief
• Stochastic Models and Uncertainty Analytics — Application ReviewCapability application review