LaserFlashTesterControl/测试Scottplot/SignalProcessor.cs

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using ScottPlot;

namespace 测试Scottplot
{

    public class SignalProcessor
    {
        /// <summary>
        /// 将采样数据按周期转换为真有效值并拟合为直流信号
        /// </summary>
        /// <param name="sampledData">采样数据列表</param>
        /// <param name="samplingRate">采样率(Hz)</param>
        /// <param name="signalFrequency">信号频率(Hz)</param>
        /// <returns>每个周期的RMS值列表(直流信号)</returns>
        public static List<double> ConvertToRmsPerPeriod(List<double> sampledData, double samplingRate = 200000, double signalFrequency = 1000)
        {
            if (sampledData == null || sampledData.Count == 0)
                return new List<double>();

            // 计算每个周期的采样点数
            int samplesPerPeriod = (int)(samplingRate / signalFrequency);
            if (samplesPerPeriod <= 0)
                throw new ArgumentException("采样率必须大于信号频率");

            // 计算完整周期数
            int completePeriods = sampledData.Count / samplesPerPeriod;

            List<double> rmsValues = new List<double>(completePeriods);

            // 对每个完整周期计算RMS值
            for (int i = 0; i < completePeriods; i++)
            {
                int startIndex = i * samplesPerPeriod;
                var periodSamples = sampledData.Skip(startIndex).Take(samplesPerPeriod).ToList();
                double rms = CalculateTrueRms(periodSamples);
                rmsValues.Add(rms);
            }

            return rmsValues;
        }

        /// <summary>
        /// 计算直流拟合信号(将RMS值扩展为与原信号相同长度的直流信号)
        /// </summary>
        public static List<double> GenerateDcSignal(List<double> rmsValues, double samplingRate = 200000, double signalFrequency = 1000)
        {
            if (rmsValues == null || rmsValues.Count == 0)
                return new List<double>();

            int samplesPerPeriod = (int)(samplingRate / signalFrequency);
            List<double> dcSignal = new List<double>();

            // 将每个RMS值重复samplesPerPeriod次以生成直流信号
            foreach (var rms in rmsValues)
            {
                dcSignal.AddRange(Enumerable.Repeat(rms, samplesPerPeriod));
            }

            return dcSignal;
        }

        private static double CalculateTrueRms(List<double> samples)
        {
            if (samples == null || samples.Count == 0)
                return 0;

            double sumOfSquares = samples.Sum(x => x * x);
            double meanOfSquares = sumOfSquares / samples.Count;
            return Math.Sqrt(meanOfSquares);
        }
    }
}