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tellegen.dev

tellegen.dev

live Unverified (seed import) Developer Tools 20 tools imperative implementation

Reactive visualization for power systems optimization. Drag demand and watch locational marginal prices and their adjoint sensitivities update from KKT columns, with exact DC OPF and SOCWR solves…

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 2 · Act 18 · Transact 0 · Score: Not yet scored

Tool inspector

propose_capacity_plan

act imperative

Use implicit derivatives to choose bounded branch capacity increase trials. Exact solves verify the staged proposal. The electrical case stays unchanged.

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Input schema

PropertyTypeRequiredDescription
case_id string yes Active case ID from inspect_case.
expected_revision string yes Current revision from inspect_case; a stale revision refuses the run.
objective object yes Objective evaluated at each exact OPF solution.
candidates array yes Candidate branches whose capacities may increase.
max_increase_per_branch_mw number yes Largest proposed increase for one branch, MW.
budget_mw number yes Maximum sum of proposed capacity increases, MW.
increment_mw number yes Capacity increment used to construct trials, MW.
max_changed_lines integer yes Maximum branches changed in the final proposal.
exact_solve_budget integer yes Solve budget, including the starting point and all trials.
Raw JSON schema
{
  "type": "object",
  "properties": {
    "case_id": {
      "type": "string",
      "description": "Active case ID from inspect_case."
    },
    "expected_revision": {
      "type": "string",
      "description": "Current revision from inspect_case; a stale revision refuses the run."
    },
    "objective": {
      "type": "object",
      "properties": {
        "kind": {
          "type": "string",
          "enum": [
            "weighted_lmp"
          ],
          "description": "Implicit objective kind."
        },
        "weights": {
          "type": "array",
          "minItems": 1,
          "maxItems": 16,
          "description": "Weighted LMP terms defining the minimized objective.",
          "items": {
            "type": "object",
            "properties": {
              "bus_id": {
                "type": "string",
                "description": "Stable bus ID from query_network."
              },
              "weight": {
                "type": "number",
                "description": "Coefficient applied to this bus LMP."
              }
            },
            "required": [
              "bus_id",
              "weight"
            ],
            "additionalProperties": false
          }
        }
      },
      "required": [
        "kind",
        "weights"
      ],
      "additionalProperties": false,
      "description": "Objective evaluated at each exact OPF solution."
    },
    "candidates": {
      "type": "array",
      "minItems": 1,
      "maxItems": 12,
      "items": {
        "type": "string"
      },
      "description": "Candidate branches whose capacities may increase."
    },
    "max_increase_per_branch_mw": {
      "type": "number",
      "exclusiveMinimum": 0,
      "description": "Largest proposed increase for one branch, MW."
    },
    "budget_mw": {
      "type": "number",
      "exclusiveMinimum": 0,
      "description": "Maximum sum of proposed capacity increases, MW."
    },
    "increment_mw": {
      "type": "number",
      "exclusiveMinimum": 0,
      "description": "Capacity increment used to construct trials, MW."
    },
    "max_changed_lines": {
      "type": "integer",
      "minimum": 1,
      "maximum": 12,
      "description": "Maximum branches changed in the final proposal."
    },
    "exact_solve_budget": {
      "type": "integer",
      "minimum": 2,
      "maximum": 32,
      "description": "Solve budget, including the starting point and all trials."
    }
  },
  "required": [
    "case_id",
    "expected_revision",
    "objective",
    "candidates",
    "max_increase_per_branch_mw",
    "budget_mw",
    "increment_mw",
    "max_changed_lines",
    "exact_solve_budget"
  ],
  "additionalProperties": false
}

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