II.
LibraryProcess overview
Reference · livelib-process:industrial-engineering--demand-forecasting
demand-forecasting overview
Demand Forecasting Model Development - Develop and implement demand forecasting models using statistical and machine learning methods to improve inventory planning and supply chain responsiveness.
Attributes
displayName
demand-forecasting
description
Demand Forecasting Model Development - Develop and implement demand forecasting models using statistical
and machine learning methods to improve inventory planning and supply chain responsiveness.
libraryPath
library/specializations/domains/science/industrial-engineering/demand-forecasting.js
specialization
industrial-engineering
references
- - Hyndman & Athanasopoulos, Forecasting: Principles and Practice - Makridakis et al., Forecasting Methods and Applications - Armstrong, Principles of Forecasting
example
const result = await orchestrate('domains/science/industrial-engineering/demand-forecasting', {
productData: 'SKU-12345 sales history',
historicalPeriods: 24,
forecastHorizon: 12
});
usesAgents
- data-engineer
- pattern-analyst
- model-selector
- model-fitter
- model-evaluator
- forecast-generator
- system-implementer
- process-designer
Outgoing edges
lib_applies_to_domain1
- domain:industrial-engineering·DomainIndustrial Engineering
lib_belongs_to_specialization1
- specialization:industrial-engineering·SpecializationIndustrial Engineering
lib_implements_workflow1
- workflow:experiment-design·WorkflowExperiment Design
lib_involves_role2
- role:operations-analyst·RoleOperations Analyst
- role:research-engineer·RoleResearch Engineer
lib_requires_skill_area3
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:organizational-design·SkillAreaOrganizational Design
- skill-area:data-analysis·SkillAreaData Analysis
uses_agent2
- lib-agent:data-science-ml--data-engineer·LibraryAgentdata-engineer
- lib-agent:data-science-ml--model-evaluator·LibraryAgentmodel-evaluator
Incoming edges
None.