{
  "openapi": "3.1.1",
  "info": {
    "title": "Ohmforge Vibration Spectrum (accelerometer CSV) API",
    "version": "1.0.0",
    "summary": "Accelerometer CSV in, vibration spectrum out: peak frequencies, amplitudes, rpm and RMS.",
    "description": "Every endpoint performs the same calculation as the human page and returns inputs, result, units, assumptions, sources, warnings and computedAt. MCP endpoint: /mcp."
  },
  "servers": [
    {
      "url": "https://ohmforgevibrationspectrum.usefulweb.app"
    }
  ],
  "paths": {
    "/api/v1/calculate": {
      "post": {
        "operationId": "calculate",
        "summary": "Accelerometer CSV in, vibration spectrum out: peak frequencies, amplitudes, rpm and RMS.",
        "description": "Finds the frequencies a machine shakes at from accelerometer samples — a washing machine during spin, an unbalanced fan, a pump. Paste or upload a CSV with a time column and one to three acceleration columns (for example a recording from Ohmforge's Pocket instruments or a phone sensor app). You get the spectrum, the strongest peaks with amplitude and the matching rotation speed in rpm, and RMS acceleration per axis.\n\nMethodology:\n- The samples are resampled to a uniform grid at the median sample interval (linear interpolation, because phone sensor events arrive with jitter) and each axis' mean is removed — that takes gravity and sensor offsets out.\n- Each axis gets a Welch spectrum (Hann window, 50 % overlap) with the same FFT as Ohmforge's capture analyzer and the Soundscape audio analysis; the combined spectrum is √(x² + y² + z²) per frequency bin. Amplitudes are the peak amplitude of a sine (window gain corrected), so a 0.5 m/s² sine reads 0.5 m/s².\n- Peaks are local maxima that stand out from the median of their neighbourhood, refined by a parabola through three bins. rpm = frequency × 60 assumes one disturbance per turn (imbalance); blade-pass and gear frequencies are multiples of the rotation speed.\n- Only frequencies below half the sample rate can be seen (Nyquist); phones sample at about 50–500 Hz. Linear interpolation lowers amplitudes close to the Nyquist frequency.\n\nPhone accelerometers are not vibration sensors: their sample rate, resolution and mounting limit what they can show. Use the results to compare and find frequencies, not to judge machine condition against ISO 10816/20816 limits.",
        "tags": [
          "apps"
        ],
        "x-mcp-tool": "ohmforge_vibration_spectrum",
        "x-owner-app": "ohmforge",
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/OhmforgeVibrationSpectrumInput"
              },
              "examples": {
                "example1": {
                  "summary": "Washing machine spin at 1080 rpm (phone on the lid, 100 Hz)",
                  "value": {
                    "csv": 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                    "timeUnit": "auto",
                    "accelUnit": "ms2",
                    "fftSize": "auto",
                    "peaks": 5
                  }
                },
                "example2": {
                  "summary": "Desk fan at 1500 rpm with 3-blade pass (200 Hz)",
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                    "timeUnit": "auto",
                    "accelUnit": "ms2",
                    "fftSize": "512",
                    "peaks": 5
                  }
                }
              }
            }
          }
        },
        "responses": {
          "200": {
            "description": "Calculation result envelope.",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/OhmforgeVibrationSpectrumResult"
                }
              }
            }
          },
          "400": {
            "description": "Malformed JSON body.",
            "content": {
              "application/problem+json": {
                "schema": {
                  "$ref": "#/components/schemas/Problem"
                }
              }
            }
          },
          "422": {
            "description": "Invalid input (see errors[]).",
            "content": {
              "application/problem+json": {
                "schema": {
                  "$ref": "#/components/schemas/Problem"
                }
              }
            }
          },
          "429": {
            "description": "Rate limit exceeded (see Retry-After).",
            "content": {
              "application/problem+json": {
                "schema": {
                  "$ref": "#/components/schemas/Problem"
                }
              }
            }
          }
        }
      }
    },
    "/api/v1/tool": {
      "get": {
        "operationId": "getToolDefinition",
        "summary": "Inputs, output schema and examples for this tool",
        "responses": {
          "200": {
            "description": "Tool definition.",
            "content": {
              "application/json": {
                "schema": {
                  "type": "object"
                }
              }
            }
          }
        }
      }
    }
  },
  "components": {
    "schemas": {
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        "type": "object",
        "description": "RFC 9457 problem details. 422 responses include per-field `errors`.",
        "required": [
          "type",
          "title",
          "status",
          "detail"
        ],
        "properties": {
          "type": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "status": {
            "type": "integer"
          },
          "detail": {
            "type": "string"
          },
          "code": {
            "type": "string"
          },
          "errors": {
            "type": "array",
            "items": {
              "type": "object",
              "required": [
                "field",
                "message"
              ],
              "properties": {
                "field": {
                  "type": "string"
                },
                "message": {
                  "type": "string"
                }
              }
            }
          }
        }
      },
      "OhmforgeVibrationSpectrumInput": {
        "type": "object",
        "additionalProperties": false,
        "properties": {
          "file": {
            "title": "CSV file",
            "description": "One row per sample: time, then 1–3 acceleration columns; header optional. Up to 200 000 rows. Upload as {filename, contentType?, contentBase64}. Max 10240 KiB. Accepts .csv,.txt,.tsv,text/csv,text/plain.",
            "type": "object",
            "additionalProperties": false,
            "required": [
              "filename",
              "contentBase64"
            ],
            "properties": {
              "filename": {
                "type": "string"
              },
              "contentType": {
                "type": "string"
              },
              "contentBase64": {
                "type": "string"
              }
            }
          },
          "csv": {
            "title": "Or paste the samples",
            "description": "Used when no file is uploaded. Comma, semicolon, tab or space separated.",
            "type": "string",
            "maxLength": 2000000
          },
          "timeUnit": {
            "title": "Time unit",
            "type": "string",
            "enum": [
              "auto",
              "s",
              "ms",
              "us"
            ],
            "default": "auto"
          },
          "accelUnit": {
            "title": "Acceleration unit",
            "type": "string",
            "enum": [
              "ms2",
              "g"
            ],
            "default": "ms2"
          },
          "fftSize": {
            "title": "FFT size",
            "description": "Larger = finer frequency resolution but fewer averages (noisier).",
            "type": "string",
            "enum": [
              "auto",
              "128",
              "256",
              "512",
              "1024",
              "2048",
              "4096",
              "8192"
            ],
            "default": "auto"
          },
          "peaks": {
            "title": "Peaks to list",
            "type": "number",
            "minimum": 1,
            "maximum": 10,
            "default": 5
          }
        },
        "required": []
      },
      "OhmforgeVibrationSpectrumResult": {
        "type": "object",
        "additionalProperties": false,
        "required": [
          "schemaVersion",
          "tool",
          "computedAt",
          "inputs",
          "summary",
          "result",
          "units",
          "assumptions",
          "sources",
          "warnings",
          "presentation",
          "links"
        ],
        "properties": {
          "schemaVersion": {
            "type": "string",
            "const": "1.0"
          },
          "tool": {
            "type": "object",
            "additionalProperties": false,
            "required": [
              "id",
              "name",
              "version"
            ],
            "properties": {
              "id": {
                "type": "string"
              },
              "name": {
                "type": "string"
              },
              "version": {
                "type": "string"
              }
            }
          },
          "computedAt": {
            "type": "string",
            "format": "date-time"
          },
          "inputs": {
            "type": "object",
            "description": "Normalised inputs actually used, including applied defaults."
          },
          "summary": {
            "type": "string"
          },
          "result": {
            "type": "object",
            "additionalProperties": false,
            "required": [
              "samples",
              "durationSeconds",
              "sampleRate",
              "nyquist",
              "fftSize",
              "binHz",
              "frames",
              "jitterPct",
              "axes",
              "rmsTotal",
              "peaks",
              "notes"
            ],
            "properties": {
              "samples": {
                "type": "integer"
              },
              "durationSeconds": {
                "type": "number"
              },
              "sampleRate": {
                "type": "number"
              },
              "nyquist": {
                "type": "number"
              },
              "fftSize": {
                "type": "integer"
              },
              "binHz": {
                "type": "number"
              },
              "frames": {
                "type": "integer"
              },
              "jitterPct": {
                "type": "number"
              },
              "axes": {
                "type": "array",
                "items": {
                  "type": "object",
                  "additionalProperties": false,
                  "required": [
                    "name",
                    "mean",
                    "rms",
                    "peak"
                  ],
                  "properties": {
                    "name": {
                      "type": "string"
                    },
                    "mean": {
                      "type": "number"
                    },
                    "rms": {
                      "type": "number"
                    },
                    "peak": {
                      "type": "number"
                    }
                  }
                }
              },
              "rmsTotal": {
                "type": "number"
              },
              "peaks": {
                "type": "array",
                "items": {
                  "type": "object",
                  "additionalProperties": false,
                  "required": [
                    "frequency",
                    "amplitude",
                    "axis",
                    "rpm"
                  ],
                  "properties": {
                    "frequency": {
                      "type": "number"
                    },
                    "amplitude": {
                      "type": "number"
                    },
                    "axis": {
                      "type": "string"
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                    "rpm": {
                      "type": "number"
                    }
                  }
                }
              },
              "notes": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              }
            }
          },
          "units": {
            "type": "object",
            "additionalProperties": {
              "type": "string"
            }
          },
          "assumptions": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "sources": {
            "type": "array",
            "items": {
              "type": "object",
              "additionalProperties": false,
              "required": [
                "title"
              ],
              "properties": {
                "title": {
                  "type": "string"
                },
                "url": {
                  "type": "string"
                },
                "publisher": {
                  "type": "string"
                },
                "retrievedAt": {
                  "type": "string"
                },
                "note": {
                  "type": "string"
                }
              }
            }
          },
          "warnings": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "presentation": {
            "type": "array",
            "items": {
              "type": "object"
            },
            "description": "Display blocks used by the human page (same data)."
          },
          "links": {
            "type": "object",
            "additionalProperties": false,
            "required": [
              "human",
              "api",
              "openapi",
              "methodology"
            ],
            "properties": {
              "human": {
                "type": "string",
                "format": "uri"
              },
              "api": {
                "type": "string",
                "format": "uri"
              },
              "openapi": {
                "type": "string",
                "format": "uri"
              },
              "methodology": {
                "type": "string",
                "format": "uri"
              }
            }
          }
        }
      }
    }
  }
}