namespace IStation.Algorithm { #region ViewModel /// /// /// public class FreCombine { public FreCombine() { } public List Flags { get; set; } public int RunCount { get; set; } public double Frequency { get; set; } public double Flow { get; set; } public double Power { get; set; } } /// /// 分析泵项 /// public class OptimalCombine { public OptimalCombine() { } public List Flags { get; set; } public double Flow { get; set; } public double Head { get; set; } public double Power { get; set; } public List Combines { get; set; } } #endregion /// /// 调度分析辅助类 /// public class SchedulingHelper { double _frequency_def = 50; decimal _frequency_min = 25; decimal _frequency_max = 50; decimal _frequency_space = 0.1m;//频率间隔 double _head_space = 0.1;//扬程间隔 #region RunFlag string _falgFrePumpTag = "B"; string _falgFixPumpTag = "G"; string _falgSpaceMark = "_"; string GetRunFlag(int[] flags) { var runFlag = string.Empty; var index = 0; var count = flags.Length; foreach (var flag in flags) { runFlag += GetGFlag(flag); index++; if (index != count) { runFlag += _falgSpaceMark; } } return runFlag; } string GetRunFlag(List flags) { var runFlag = string.Empty; var index = 0; var count = flags.Count; foreach (var flag in flags) { runFlag += GetGFlag(flag); index++; if (index != count) { runFlag += _falgSpaceMark; } } return runFlag; } string GetGFlag(int flag) { return _falgFrePumpTag + flag; } #endregion DAL.ScheduleCombine _dal = new DAL.ScheduleCombine(); DAL.ScheduleConclusion _dalScheduleConclusion = new DAL.ScheduleConclusion(); DAL.ScheduleAnaLog _dalAnaLog = new DAL.ScheduleAnaLog(); private List _combineFlags1 = new List() { 11, 12, 13, 14, 16, 17, 18 }; private List _combineFlags2 = new List() { 15 }; public void Ana(List pumps, double taget_flow, double tagetHead) { tagetHead = Math.Round(tagetHead); var pump_flag_list = pumps.Select(x => x.ID).ToList(); for (int pumpCount = 1; pumpCount <= pumps.Count; pumpCount++) { var combine_list = PermutationAndCombination.GetCombination(pump_flag_list.ToArray(), pumpCount); foreach (var combine in combine_list) { List combine_flag_list_part1 = new List(); List combine_flag_list_part2 = new List(); foreach (var pump in combine) { if (_combineFlags1.Contains(pump)) { combine_flag_list_part1.Add(pump); } else { combine_flag_list_part2.Add(pump); } } List fre_combine_list_part1 = new List(); List fre_combine_list_part2 = new List(); if (combine_flag_list_part1.Count > 0) { var conclusion_list_dic = new Dictionary>(); foreach (var flag in combine_flag_list_part1) { var runFlag = GetGFlag(flag); if (conclusion_list_dic.ContainsKey(flag)) continue; var conclusionList = _dalScheduleConclusion.GetList(runFlag, tagetHead); conclusion_list_dic[flag] = conclusionList; } if (conclusion_list_dic.Count < 1) { continue; } for (decimal fre = _frequency_max; fre >= _frequency_min; fre -= _frequency_space) { var freCombine = new FreCombine(); freCombine.Frequency = (double)fre; freCombine.Flags = new List(); foreach (var item in conclusion_list_dic) { var conclusion = item.Value.Find(x => x.Pump1 == (double)fre); if (conclusion != null) { freCombine.Flags.Add(item.Key); freCombine.Flow += conclusion.Flow; freCombine.Power += conclusion.Power; freCombine.RunCount++; } } if (freCombine.Flags.Count < 1) continue; fre_combine_list_part1.Add(freCombine); } } if (combine_flag_list_part2.Count > 0) { var conclusion_list_dic = new Dictionary>(); foreach (var flag in combine_flag_list_part2) { var runFlag = GetGFlag(flag); if (conclusion_list_dic.ContainsKey(flag)) continue; var conclusionList = _dalScheduleConclusion.GetList(runFlag, tagetHead); conclusion_list_dic[flag] = conclusionList; } if (conclusion_list_dic.Count < 1) { continue; } for (decimal fre = _frequency_max; fre >= _frequency_min; fre -= _frequency_space) { var freCombine = new FreCombine(); freCombine.Frequency = (double)fre; freCombine.Flags = new List(); foreach (var item in conclusion_list_dic) { var conclusion = item.Value.Find(x => x.Pump1 == (double)fre); if (conclusion != null) { freCombine.Flags.Add(item.Key); freCombine.Flow += conclusion.Flow; freCombine.Power += conclusion.Power; freCombine.RunCount++; } } if (freCombine.Flags.Count < 1) continue; fre_combine_list_part2.Add(freCombine); } } var optimalCombine = AnaOptimalCombine(fre_combine_list_part1, fre_combine_list_part2, taget_flow); } } } private OptimalCombine AnaOptimalCombine(List fre_combine_list_part1, List fre_combine_list_part2, double target_flow) { double flow_deviation = target_flow; double total_power = double.MaxValue; double total_flow = double.MaxValue; FreCombine optimal_combine_part1 = null; FreCombine optimal_combine_part2 = null; for (int Index_part1 = 0; Index_part1 < fre_combine_list_part1.Count; Index_part1++) { for (int Index_part2 = 0; Index_part2 < fre_combine_list_part2.Count; Index_part2++) { var fre_combine1 = fre_combine_list_part1[Index_part1]; var fre_combine2 = fre_combine_list_part2[Index_part2]; var current_flow = fre_combine1.Flow + fre_combine2.Flow; var current_power = fre_combine1.Power + fre_combine2.Power; var diff_flow = Math.Abs(current_flow - target_flow); if (diff_flow < flow_deviation) { optimal_combine_part1 = fre_combine1; optimal_combine_part2 = fre_combine2; total_power = fre_combine1.Power + fre_combine2.Power; total_flow = current_flow; flow_deviation = diff_flow; } if (diff_flow < target_flow * 0.01 && current_power < total_power) { optimal_combine_part1 = fre_combine1; optimal_combine_part2 = fre_combine2; total_power = fre_combine1.Power + fre_combine2.Power; total_flow = current_flow; } } } if (optimal_combine_part1 == null && optimal_combine_part2 == null) return default; var optimal_combine = new OptimalCombine(); optimal_combine.Combines = new List(); if (optimal_combine_part1 != null) { optimal_combine.Combines.Add(optimal_combine_part1); } if (optimal_combine_part2 != null) { optimal_combine.Combines.Add(optimal_combine_part2); } optimal_combine.Flow = total_flow; optimal_combine.Power = total_power; return optimal_combine; } /// /// 插入分析日志 /// private void InsertAnaLog(string info) { var entity = new Entity.ScheduleAnaLog(info); _dalAnaLog.Insert(entity); } /// /// 判断表是否存在 /// public bool ExistTable(string runFlag) { return _dal.ExistTable(runFlag); } } }