{
    "general": {
        "name": {
            "default": "Measurement Configuration",
            "rules": {
                "type": "string",
                "description": "A human-readable name or label for this measurement configuration."
            }
        },
        "id": {
            "default": null,
            "rules": {
                "type": "string",
                "nullable": true,
                "description": "A unique identifier for this configuration. If not provided, defaults to null."
            }
        },
        "unit": {
            "default": "unitless",
            "rules": {
                "type": "string",
                "description": "The unit of measurement for this configuration (e.g., 'meters', 'seconds', 'unitless')."
            }
        },
        "logging": {
            "logLevel": {
                "default": "info",
                "rules": {
                    "type": "enum",
                    "values": [
                        {
                            "value": "debug",
                            "description": "Log messages are printed for debugging purposes."
                        },
                        {
                            "value": "info",
                            "description": "Informational messages are printed."
                        },
                        {
                            "value": "warn",
                            "description": "Warning messages are printed."
                        },
                        {
                            "value": "error",
                            "description": "Error messages are printed."
                        }
                    ]
                }
            },
            "enabled": {
                "default": true,
                "rules": {
                    "type": "boolean",
                    "description": "Indicates whether logging is active. If true, log messages will be generated."
                }
            }
        }
    },
    "functionality": {
        "softwareType": {
            "default": "measurement",
            "rules": {
                "type": "string",
                "description": "Specified software type for this configuration."
            }
        },
        "role": {
            "default": "Sensor",
            "rules": {
                "type": "string",
                "description": "Indicates the role this configuration plays (e.g., sensor, controller, etc.)."
            }
        }
    },
    "asset": {
        "uuid": {
            "default": null,
            "rules": {
                "type": "string",
                "nullable": true,
                "description": "Asset tag number which is a universally unique identifier for this asset. May be null if not assigned."
            }
        },
        "geoLocation": {
            "default": {
                "x": 0,
                "y": 0,
                "z": 0
            },
            "rules": {
                "type": "object",
                "description": "An object representing the asset's physical coordinates or location.",
                "schema": {
                    "x": {
                        "default": 0,
                        "rules": {
                            "type": "number",
                            "description": "X coordinate of the asset's location."
                        }
                    },
                    "y": {
                        "default": 0,
                        "rules": {
                            "type": "number",
                            "description": "Y coordinate of the asset's location."
                        }
                    },
                    "z": {
                        "default": 0,
                        "rules": {
                            "type": "number",
                            "description": "Z coordinate of the asset's location."
                        }
                    }
                }
            }
        },
        "supplier": {
            "default": "Unknown",
            "rules": {
                "type": "string",
                "description": "The supplier or manufacturer of the asset."
            }
        },
        "type": {
            "default": "sensor",
            "rules": {
                "type": "enum",
                "values": [
                    {
                        "value": "sensor",
                        "description": "A device that detects or measures a physical property and responds to it (e.g. temperature sensor)."
                    }
                ]
            }
        },
        "subType": {
            "default": "pressure",
            "rules": {
                "type": "string",
                "description": "A more specific classification within 'type'. For example, 'pressure' for a pressure sensor."
            }
        },
        "model": {
            "default": "Unknown",
            "rules": {
                "type": "string",
                "description": "A user-defined or manufacturer-defined model identifier for the asset."
            }
        },
        "accuracy": {
            "default": null,
            "rules": {
                "type": "number",
                "nullable": true,
                "description": "The accuracy of the sensor, typically represented as a percentage or absolute value."
            }
        },
        "repeatability": {
            "default": null,
            "rules": {
                "type": "number",
                "nullable": true,
                "description": "The repeatability of the sensor, typically represented as a percentage or absolute value."
            }
        }
    },
    "scaling": {
        "enabled": {
            "default": false,
            "rules": {
                "type": "boolean",
                "description": "Indicates whether input scaling is active. If true, input values will be scaled according to the parameters below."
            }
        },
        "inputMin": {
            "default": 0,
            "rules": {
                "type": "number",
                "description": "The minimum expected input value before scaling."
            }
        },
        "inputMax": {
            "default": 1,
            "rules": {
                "type": "number",
                "description": "The maximum expected input value before scaling."
            }
        },
        "absMin": {
            "default": 50,
            "rules": {
                "type": "number",
                "description": "The absolute minimum value that can be read or displayed after scaling."
            }
        },
        "absMax": {
            "default": 100,
            "rules": {
                "type": "number",
                "description": "The absolute maximum value that can be read or displayed after scaling."
            }
        },
        "offset": {
            "default": 0,
            "rules": {
                "type": "number",
                "description": "A constant offset to apply to the scaled output (e.g., to calibrate zero-points)."
            }
        }
    },
    "smoothing": {
        "smoothWindow": {
            "default": 10,
            "rules": {
                "type": "number",
                "min": 1,
                "description": "Determines the size of the data window (number of samples) used for smoothing operations."
            }
        },
        "smoothMethod": {
            "default": "mean",
            "rules": {
                "type": "enum",
                "values": [
                    {
                        "value": "none",
                        "description": "No smoothing is applied; raw data is passed through."
                    },
                    {
                        "value": "mean",
                        "description": "Calculates the simple arithmetic mean (average) of the data points in a window."
                    },
                    {
                        "value": "min",
                        "description": "Selects the smallest (minimum) value among the data points in a window."
                    },
                    {
                        "value": "max",
                        "description": "Selects the largest (maximum) value among the data points in a window."
                    },
                    {
                        "value": "sd",
                        "description": "Computes the standard deviation to measure the variation or spread of the data."
                    },
                    {
                        "value": "lowPass",
                        "description": "Filters out high-frequency components, allowing only lower frequencies to pass."
                    },
                    {
                        "value": "highPass",
                        "description": "Filters out low-frequency components, allowing only higher frequencies to pass."
                    },
                    {
                        "value": "weightedMovingAverage",
                        "description": "Applies varying weights to each data point in a window before averaging."
                    },
                    {
                        "value": "bandPass",
                        "description": "Filters the signal to allow only frequencies within a specific range to pass."
                    },
                    {
                        "value": "median",
                        "description": "Selects the median (middle) value in a window, minimizing the effect of outliers."
                    },
                    {
                        "value": "kalman",
                        "description": "Applies a Kalman filter to combine noisy measurements over time for more accurate estimates."
                    },
                    {
                        "value": "savitzkyGolay",
                        "description": "Uses a polynomial smoothing filter on a moving window, which can also provide derivative estimates."
                    }
                ]
            }
        }
    },
    "simulation": {
        "enabled": {
            "default": false,
            "rules": {
                "type": "boolean",
                "description": "If true, the system operates in simulation mode, generating simulated values instead of using real inputs."
            }
        },
        "safeCalibrationTime": {
            "default": 100,
            "rules": {
                "type": "number",
                "min": 100,
                "description": "Time to wait before finalizing calibration in simulation mode (in milliseconds or appropriate unit)."
            }
        }
    },
    "interpolation": {
        "percentMin": {
            "default": 0,
            "rules": {
                "type": "number",
                "min": 0,
                "description": "Minimum percentage for interpolation or data scaling operations."
            }
        },
        "percentMax": {
            "default": 100,
            "rules": {
                "type": "number",
                "max": 100,
                "description": "Maximum percentage for interpolation or data scaling operations."
            }
        }
    },
    "outlierDetection": {
        "enabled": {
            "default": false,
            "rules": {
                "type": "boolean",
                "description": "Indicates whether outlier detection is enabled. If true, outliers will be identified and handled according to the method specified."
            }
        },
        "method": {
            "default": "zScore",
            "rules": {
                "type": "enum",
                "values": [
                    {
                        "value": "zScore",
                        "description": "Uses the Z-score method to identify outliers based on standard deviations from the mean."
                    },
                    {
                        "value": "iqr",
                        "description": "Uses the Interquartile Range (IQR) method to identify outliers based on the spread of the middle 50% of the data."
                    },
                    {
                        "value": "modifiedZScore",
                        "description": "Uses a modified Z-score method that is more robust to small sample sizes."
                    }
                ]
            }
        },
        "threshold": {
            "default": 3,
            "rules": {
                "type": "number",
                "description": "The threshold value used by the selected outlier detection method. For example, a Z-score threshold of 3.0."
            }
        }
    }
}