Azure DevOps Demo Models · main
modelops.json

energy/electricity-demand-forecast/modelops.json · 3,629 bytes · read-only public source view
{
  "schemaVersion": "1.0",
  "modelKey": "electricity-demand-forecast",
  "displayName": "Electricity Demand Forecast",
  "description": "Projects peak electricity demand using growth, weather and electrification assumptions.",
  "industry": "Energy & Utilities",
  "technology": "R",
  "version": "2.4.0",
  "engineKey": "energy-demand",
  "runtime": {
    "adapter": "R",
    "version": "R 4.4",
    "entryPoint": "src/electricity_demand.R"
  },
  "execution": {
    "mode": "managed-or-external",
    "workingDirectory": "energy/electricity-demand-forecast",
    "universalRunner": "tools/modelops_demo_runner.py",
    "allowParameterCommandSubstitution": false
  },
  "parameters": [
    {
      "key": "basePeakMw",
      "label": "Base peak demand",
      "description": "Base peak demand",
      "type": "decimal",
      "required": true,
      "defaultValue": "21400",
      "choices": [],
      "unit": "MW",
      "minimum": 100,
      "maximum": 1000000
    },
    {
      "key": "annualGrowth",
      "label": "Underlying annual growth",
      "description": "Underlying annual growth",
      "type": "decimal",
      "required": true,
      "defaultValue": "0.016",
      "choices": [],
      "unit": "ratio",
      "minimum": -0.2,
      "maximum": 0.3
    },
    {
      "key": "electrificationUplift",
      "label": "Electrification uplift",
      "description": "Electrification uplift",
      "type": "decimal",
      "required": true,
      "defaultValue": "0.008",
      "choices": [],
      "unit": "ratio",
      "minimum": -0.1,
      "maximum": 0.3
    },
    {
      "key": "weatherFactor",
      "label": "Weather factor",
      "description": "Weather factor",
      "type": "decimal",
      "required": true,
      "defaultValue": "1.03",
      "choices": [],
      "unit": "multiple",
      "minimum": 0.5,
      "maximum": 2
    },
    {
      "key": "projectionYears",
      "label": "Projection years",
      "description": "Projection years",
      "type": "integer",
      "required": true,
      "defaultValue": "12",
      "choices": [],
      "unit": "years",
      "minimum": 1,
      "maximum": 40
    },
    {
      "key": "scenario",
      "label": "Demand scenario",
      "description": "Demand scenario",
      "type": "choice",
      "required": true,
      "defaultValue": "Reference",
      "choices": [
        "Reference",
        "Rapid electrification",
        "Conservation",
        "Extreme weather"
      ],
      "unit": ""
    }
  ],
  "inputs": [
    {
      "key": "history",
      "label": "Historical monthly load",
      "description": "Historical monthly load",
      "kind": "file",
      "required": false,
      "acceptedExtensions": [
        ".csv"
      ],
      "samplePath": "sample-inputs/load_history.csv"
    }
  ],
  "outputs": [
    {
      "key": "forecast",
      "label": "Peak demand forecast",
      "description": "Peak demand forecast",
      "pathTemplate": "outputs/demand_forecast.csv",
      "contentType": "text/csv",
      "required": true
    },
    {
      "key": "summary",
      "label": "Planning summary",
      "description": "Planning summary",
      "pathTemplate": "outputs/summary.json",
      "contentType": "application/json",
      "required": true
    }
  ],
  "resources": {
    "cpuCores": 1,
    "memoryMb": 512,
    "timeoutSeconds": 120
  },
  "governance": {
    "criticality": "Medium",
    "owner": "Demo Model Governance",
    "reviewCycle": "Quarterly",
    "dataClassification": "Synthetic demo data",
    "tags": [
      "Energy",
      "Load forecast",
      "Utilities",
      "Climate scenario"
    ]
  }
}