II.
LibraryProcess overview
Reference · livelib-process:industrial-engineering--design-of-experiments
design-of-experiments overview
Design of Experiments Execution - Plan and execute designed experiments to identify significant factors, optimize process settings, and reduce variation using factorial and response surface methods.
Attributes
displayName
design-of-experiments
description
Design of Experiments Execution - Plan and execute designed experiments to identify significant factors,
optimize process settings, and reduce variation using factorial and response surface methods.
libraryPath
library/specializations/domains/science/industrial-engineering/design-of-experiments.js
specialization
industrial-engineering
references
- - Montgomery, Design and Analysis of Experiments - Box, Hunter & Hunter, Statistics for Experimenters - NIST/SEMATECH e-Handbook of Statistical Methods
example
const result = await orchestrate('domains/science/industrial-engineering/design-of-experiments', {
experimentObjective: 'Optimize injection molding cycle time while maintaining quality',
responseVariables: ['cycle-time', 'part-weight'],
factors: ['temperature', 'pressure', 'cooling-time'],
designType: '2k-factorial'
});
usesAgents
- doe-planner
- factor-analyst
- design-selector
- randomization-specialist
- experiment-executor
- doe-analyst
- optimizer
- confirmation-executor
- doe-reporter
Outgoing edges
lib_applies_to_domain1
- domain:industrial-engineering·DomainIndustrial Engineering
lib_belongs_to_specialization1
- specialization:industrial-engineering·SpecializationIndustrial Engineering
lib_implements_workflow1
- workflow:architecture-decision-record·WorkflowArchitecture Decision Record
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_agent1
- lib-agent:shared--optimizer·LibraryAgentoptimizer
Incoming edges
None.