iiRecord
Agentic AI Atlas · membrane-treatment-system-design
lib-process:environmental-engineering--membrane-treatment-system-designa5c.ai
II.
LibraryProcess JSON

lib-process:environmental-engineering--membrane-treatment-system-design

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membrane-treatment-system-design json

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File · generated-library/processes.yamlCluster · generated-library
Record JSON
{
  "id": "lib-process:environmental-engineering--membrane-treatment-system-design",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "membrane-treatment-system-design",
    "description": "Membrane Treatment System Design - Design and implementation of membrane filtration systems (MF, UF, NF, RO)\nfor water and wastewater applications including pretreatment requirements and concentrate management.",
    "libraryPath": "library/specializations/domains/science/environmental-engineering/membrane-treatment-system-design.js",
    "specialization": "environmental-engineering",
    "references": [
      "- AWWA Membrane Systems for Water Treatment\n- WEF Manual of Practice: Membrane Bioreactors\n- AMTA Technology Transfer Workshop Series\n- EPA Membrane Filtration Guidance Manual"
    ],
    "example": "const result = await orchestrate('environmental-engineering/membrane-treatment-system-design', {\n  projectName: 'Advanced Treatment Facility',\n  membraneType: 'reverse-osmosis',\n  feedWaterQuality: { TDS: 2000, hardness: 250, silica: 25 },\n  treatmentObjectives: { permeateQuality: { TDS: 100 }, recovery: 85 }\n});",
    "usesAgents": [
      "water-treatment-specialist"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:environmental-engineering--membrane-treatment-system-design",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:environmental-engineering--membrane-treatment-system-design",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:environmental-engineering--membrane-treatment-system-design",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--membrane-treatment-system-design",
      "to": "domain:environmental-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:environmental-engineering--membrane-treatment-system-design",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:environmental-engineering--membrane-treatment-system-design",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:environmental-engineering--membrane-treatment-system-design",
      "to": "specialization:environmental-engineering",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:environmental-engineering--membrane-treatment-system-design",
      "to": "lib-agent:environmental-engineering--water-treatment-specialist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}