Develop Descriptive/Predictive Analysis, Forecasts, Time-Series Views, Scenario Comparisons, and Simulation-Output Interpretation

Analytical Methods & Quantitative Decision Support

A useful measure has an owner, a defined unit, a reporting period and a clear operating scope. Rates, equipment ratings, project results and cross-facility totals answer different questions. Consistent definitions, data checks and action thresholds make dashboards useful for decisions about reliability, capacity, schedule and benefits.

The Subject

Data Analytics, BI, and Operational Reporting

Explore the Activities

Conceptual engineering illustration: data engineering

TSK-000634 · Control requirements

Authoritative Master Data

Manufacturing Scheduling and MOM/MES Evaluation

Define Master Data and Scheduling Rules

Case: Manufacturing Scheduling and MOM/MES EvaluationProject: Manufacturing Scheduling and MOM/MES Evaluation

Application context. Are data definitions and calculation bases reliable enough for the decision?

Conceptual engineering illustration: ceramic filtration

TSK-000036 · Method

Built Filtration Demand Model Using Acetator Logs, Production History, Product Filterability, Filtration Supplier Technical Trials, VCF Trends, and Peak-Demand Scenarios.

Filtration Demand and Capacity Modeling

Analyze Fouling, Cleaning and Membrane Performance Model Filtration Demand and Peak Capacity Analyze Throughput, OEE and Process Performance

Case: Filtration Demand and Capacity ModelingProject: Ceramic Crossflow Filter System + Ion Exchange Trial

Application context. Are data definitions and calculation bases reliable enough for the decision?

Related Capabilities

Forecast Demand and Seasonal WorkloadApplication relationship
Why these connect
Develop forecasts and scenario analyses connects with forecast demand and seasonal workload. Connect preparation and analysis to operating measures, forecasts and traceable interpretation.
Model Relationships Between Factors and OutcomesApplication relationship
Why these connect
Develop forecasts and scenario analyses connects with model relationships between factors and outcomes. Connect preparation and analysis to operating measures, forecasts and traceable interpretation.
Develop Analytical Scripts and Data InterfacesApplication relationship
Why these connect
Develop analytical scripts and data interfaces connects with develop forecasts and scenario analyses. Connect data tools to analysis requirements and controlled verification without inferring specific software use.
Evaluate Forecast Accuracy and BiasApplication relationship
Why these connect
Evaluate forecast accuracy and bias connects with develop forecasts and scenario analyses. Connect forecasts and service needs to ordering, logistics and supply continuity.