namespace PBS.WinFrmUI.Hydro
{
///
/// 调度分析辅助类
///
public partial class ScheduleHelper
{
#region ViewModel
private class AnalysisConclusionViewModel : AnalysisParameter
{
public AnalysisConclusionViewModel() { }
public AnalysisConclusionViewModel(AnalysisParameter rhs) : base(rhs) { }
public AnalysisConclusionViewModel(AnalysisParameter rhs, long flag) : base(rhs)
{
this.Flag = flag;
}
public long Flag { get; set; }
}
#endregion
#region Private Variable
private readonly decimal _frequency_min = 25;
private readonly decimal _frequency_max = 50;
private readonly decimal _frequency_space = 1;//频率间隔
private double _sel_opt_flow_excess = 1;//可选方案的流量余量
private readonly double _sel_opt_pump_pressure_excess = 0;//可选方案的单泵扬程默认抬升余量
private double _sel_opt_flow_deviation_ratio = 0.05;//可选方案的流量偏差比
private readonly double _sel_opt_reasonable_flow_deviation_ratio = 0.005;//合理的方案的流量偏差比
private int _min_open_count;//最小开泵数量
private int _max_open_count;//最大开泵数量
private List _current_open_flag_list = null;// 当前开泵列表
private List _must_open_flag_list = null; // 必开泵列表
private List _must_close_flag_list = null; // 必关泵列表
private AnalysisParameterService _service_analysis_parameter = new AnalysisParameterService();
#endregion
///
/// 初始化
///
public void Initial(int min_open_count,int max_open_count)
{
_current_open_flag_list = null;
_min_open_count = min_open_count;
_max_open_count = max_open_count;
_must_open_flag_list = null;
_must_close_flag_list = null;
}
#region OptAnaCombine
///
/// 获取最优组合
///
///
///
///
///
///
public async Task GetOptAnaCombine
(
long Id,
List pump_list,
double target_flow,
double target_pressure
)
{
#region 初始化参数
if (pump_list == null || !pump_list.Any())
{
return default;
}
var current_open_flag_list = _current_open_flag_list;
var min_open_count = _min_open_count;
var max_open_count = _max_open_count < 1 ? pump_list.Count : _max_open_count;
var must_open_flag_list = _must_open_flag_list;
var must_close_flag_list = _must_close_flag_list;
var pump_bp_dict = pump_list.ToDictionary(x => x.ID, x=>true);
var pump_nr_dict = pump_list.ToDictionary(x => x.ID, x => x.RatedSpeed);
var pump_flag_list = pump_list.Select(x => x.ID).ToList();
var combine_merit_ratio = 1d;//组合择优率
target_flow = Math.Round(target_flow, 1);
target_pressure = Math.Round(target_pressure, 1);
#endregion
#region 初始化规则
#region 存在-必开泵列表
var must_open_flag_list_remark = string.Empty;
var exist_must_open_flag_list = must_open_flag_list != null && must_open_flag_list.Count > 0;
if (exist_must_open_flag_list)
{
must_open_flag_list = must_open_flag_list.OrderBy(x => x).ToList();
must_open_flag_list_remark = IntListHelper.ToString(must_open_flag_list);
}
#endregion
#region 存在-必关泵列表
var exist_must_close_flag_list = must_close_flag_list != null && must_close_flag_list.Count > 0;
#endregion
#endregion
#region 调度分析
var opt_ana_combine_list = new List();
for (int pump_count = min_open_count; pump_count <= max_open_count; pump_count++)
{
if (pump_count == 1)
{
var max_total_flow = pump_list.Max(x => x.RatedFlow);
if (max_total_flow < target_flow)
continue;
}
var combine_list = GetCombineList(pump_flag_list, pump_count);//排列组合
foreach (var combine in combine_list)
{
combine_merit_ratio = 1;
#region 规则过滤
//必开
if (exist_must_open_flag_list)
{
var combine_remark = LongListHelper.ToString(combine.OrderBy(x => x));
if (!combine_remark.Contains(must_open_flag_list_remark))
continue;
}
#endregion
var opt_ana_combine = await GetOptAnaCombine
(
Id,
combine,
combine_merit_ratio,
pump_nr_dict,
pump_bp_dict,
target_flow,
target_pressure
);
if (opt_ana_combine == null)
continue;
opt_ana_combine_list.Add(opt_ana_combine);
}
//如果当前循环已经满足,不需要再加泵
if (opt_ana_combine_list.Any())
{
break;
}
}
if (opt_ana_combine_list.Count < 1)
return default;
opt_ana_combine_list = opt_ana_combine_list.OrderBy(x => x.TotalPower).OrderByDescending(x => x.MeritRatio).ToList();
var opt = opt_ana_combine_list.First();
opt.Round();
return opt;
#endregion
}
///
/// 获取最优组合
///
///
///
///
///
///
///
///
///
private async Task GetOptAnaCombine
(
long Id,
IEnumerable combine,
double combine_merit_ratio,
Dictionary pump_nr_dict,
Dictionary pump_bp_dict,
double target_flow,
double target_pressure
)
{
if (combine == null || !combine.Any())
return default;
//先修正组合曲线和模型的偏差扬程
var conclusion_ex_list_list = new List>();
var conclusion_ex_list_dict = new Dictionary>();
double max_supply_flow = 0;
foreach (var flag in combine)
{
//进口水位
var inlet_water_level = 0;
var current_pressure_diff = target_pressure - inlet_water_level + _sel_opt_pump_pressure_excess;
current_pressure_diff = Math.Round(current_pressure_diff, 1);
var conclusion_list = await _service_analysis_parameter.GetList(Id, flag, 38, 50, current_pressure_diff);
if (conclusion_list == null || !conclusion_list.Any())
{
break;
}
max_supply_flow += conclusion_list.Max(x => x.Flow);
var conclusion_ex_list = conclusion_list.Select(x => new AnalysisConclusionViewModel(x, flag)).ToList();
conclusion_ex_list_list.Add(conclusion_ex_list);
conclusion_ex_list_dict[flag] = conclusion_ex_list;
}
if (conclusion_ex_list_list.Count != combine.Count())
return default;
if (max_supply_flow < target_flow * _sel_opt_flow_excess)
{
var flow_excess = target_flow * _sel_opt_flow_excess;
if (max_supply_flow < flow_excess)
return default;
}
var opt_ana_combine = GetOptAnaCombine(conclusion_ex_list_dict, pump_nr_dict, pump_bp_dict, target_flow);
if (opt_ana_combine == null)
return default;
var total_flow = opt_ana_combine.TotalFlow;
var total_power = opt_ana_combine.TotalPower;
if (total_flow < target_flow * _sel_opt_flow_excess)
return default;
//var total_flow_deviation_ratio = Math.Abs(1 - Math.Abs(total_flow / target_flow));
//if (total_flow_deviation_ratio > _sel_opt_flow_deviation_ratio)
// return default;
//if (total_flow_deviation_ratio > _sel_opt_reasonable_flow_deviation_ratio)
//{
// combine_merit_ratio -= total_flow_deviation_ratio;
//}
double eff = 0, wp = 0, uwp = 0;
wp = Yw.Pump.CalculationHelper.CalcuWP(total_power, total_flow);
foreach (var ana_pump in opt_ana_combine.AnaFrePumps)
{
var pump_flow = ana_pump.Flow;
var pump_eff = ana_pump.Eff;
var pump_uwp = ana_pump.UWP;
eff += pump_eff * pump_flow / total_flow;
uwp += pump_uwp * pump_flow / total_flow;
}
opt_ana_combine.TotalFlow = total_flow;
opt_ana_combine.TotalPressure = target_pressure;
opt_ana_combine.TotalPower = total_power;
opt_ana_combine.TotalEfficiency = eff;
opt_ana_combine.WP = wp;
opt_ana_combine.UWP = uwp;
opt_ana_combine.MeritRatio = combine_merit_ratio;
return opt_ana_combine;
}
///
/// 获取最优组合
///
///
///
///
///
///
private AnaCombine GetOptAnaCombine(
Dictionary> conclusion_ex_list_dict,
Dictionary pump_nr_dict,
Dictionary pump_bp_dict,
double target_flow
)
{
if (conclusion_ex_list_dict == null || !conclusion_ex_list_dict.Any())
return default;
var frequency_min = (double)_frequency_min;
var frequency_max = (double)_frequency_max;
var frequency_space = (double)_frequency_space;
var all_fre_conclusion_ex_list_list = new List>();
var all_fix_conclusion_ex_list_list = new List>();
foreach (var item in conclusion_ex_list_dict)
{
var flag = item.Key;
var cl_list = item.Value;
if (pump_bp_dict[flag])
{
all_fre_conclusion_ex_list_list.Add(cl_list);
}
else
{
all_fix_conclusion_ex_list_list.Add(cl_list);
}
}
var cl_ex_list_list_list = new List>>();
//默认1hz内能求出满足目标需求的排列组合,不满足继续迭代
var frequency_iteration_count = 5;//频率迭代次数
var frequency_iteration_space = 1d;//频率迭代间隔
for (int i = 0; i < frequency_iteration_count; i++)
{
var current_frequency_space = frequency_space + (i * frequency_iteration_space);
cl_ex_list_list_list = FrequencyFilters(target_flow, frequency_min, frequency_max, current_frequency_space, all_fre_conclusion_ex_list_list, all_fix_conclusion_ex_list_list);
if (cl_ex_list_list_list.Any())
{
break;
}
}
if (!cl_ex_list_list_list.Any())
{
return default;
}
//分组排列组合求最优
var ana_combine_list = new List();
foreach (var item_cl_ex_list_list in cl_ex_list_list_list)
{
var cl_ex_list_list = CartesianProduct(item_cl_ex_list_list, target_flow);
var opt_cl_ex_list = cl_ex_list_list.OrderBy(x => x.Sum(x => x.Power)).FirstOrDefault();
if (opt_cl_ex_list != null && opt_cl_ex_list.Any())
{
var ana_combine = new AnaCombine();
ana_combine.Flags = new List();
ana_combine.AnaFrePumps = new List();
foreach (var opt_cl_ex in opt_cl_ex_list)
{
var flag = opt_cl_ex.Flag;
ana_combine.Flags.Add(flag);
ana_combine.TotalFlow += opt_cl_ex.Flow;
ana_combine.TotalPower += opt_cl_ex.Power;
var ana_fre_pump = new AnaFrePump();
ana_fre_pump.Flag = flag;
ana_fre_pump.Flow = opt_cl_ex.Flow;
ana_fre_pump.Head = opt_cl_ex.Head;
ana_fre_pump.PressureDiff = opt_cl_ex.PressureDiff;
ana_fre_pump.Power = opt_cl_ex.Power;
ana_fre_pump.Eff = Yw.Pump.CalculationHelper.CalcuE(ana_fre_pump.Flow, ana_fre_pump.Head, ana_fre_pump.Power);
ana_fre_pump.WP = Yw.Pump.CalculationHelper.CalcuWP(ana_fre_pump.Power, ana_fre_pump.Flow);
ana_fre_pump.UWP = Yw.Pump.CalculationHelper.CalcuUWP(ana_fre_pump.Power, ana_fre_pump.Flow, ana_fre_pump.Head);
ana_fre_pump.Frequency = opt_cl_ex.Hz;
ana_fre_pump.Speed = opt_cl_ex.Hz / 50 * pump_nr_dict[flag];
ana_combine.AnaFrePumps.Add(ana_fre_pump);
}
ana_combine.FlagCount = opt_cl_ex_list.Count;
ana_combine.Remark = LongListHelper.ToString(ana_combine.Flags);
ana_combine_list.Add(ana_combine);
}
}
if (!ana_combine_list.Any())
return default;
var opt_ana_combine = ana_combine_list.OrderBy(x => x.TotalPower).First();
return opt_ana_combine;
}
///
/// 过滤频率分组
///
///
///
///
///
///
///
///
private List>> FrequencyFilters(
double target_flow,
double frequency_min,
double frequency_max,
double frequency_space,
List> all_fre_conclusion_ex_list_list,
List> all_fix_conclusion_ex_list_list)
{
double fix_total_flow = 0;
var exist_all_fix_conclusion_ex_list_list = all_fix_conclusion_ex_list_list.Any();
if (exist_all_fix_conclusion_ex_list_list)
{
fix_total_flow = all_fix_conclusion_ex_list_list.Sum(x => x.Sum(x => x.Flow));
}
//频率按间隔分组
var cl_ex_list_list_list = new List>>();
for (double fre_current_min = frequency_min; fre_current_min <= frequency_max; fre_current_min++)
{
var fre_current_max = fre_current_min + frequency_space;
var skip_current = false;
var total_flow_current = 0d;
var cl_ex_list_list = new List>();
foreach (var conclusion_ex_list in all_fre_conclusion_ex_list_list)
{
var cl_ex_list = conclusion_ex_list.Where(x => x.Hz <= fre_current_max && x.Hz >= fre_current_min).ToList();
if (cl_ex_list == null || !cl_ex_list.Any())
{
skip_current = true;
break;
}
total_flow_current += cl_ex_list.Max(x => x.Flow);
cl_ex_list_list.Add(cl_ex_list);
}
if (skip_current)
continue;
if (exist_all_fix_conclusion_ex_list_list)
{
total_flow_current += fix_total_flow;
cl_ex_list_list.AddRange(all_fix_conclusion_ex_list_list);
}
if (total_flow_current < target_flow * _sel_opt_flow_excess)
continue;
cl_ex_list_list_list.Add(cl_ex_list_list);
}
return cl_ex_list_list_list;
}
///
/// 获取排列组合列表(笛卡尔乘积)
///
private List> CartesianProduct(List> lstSplit, double target_flow)
{
long count = 1;
lstSplit.ForEach(item => count *= item.Count);
var lstResult = new List>();
for (long i = 0; i < count; ++i)
{
var lstTemp = new List();
long j = 1;
var lstFre = new List();
double totalFlow = 0;
lstSplit.ForEach(item =>
{
j *= item.Count;
var index = (i / (count / j)) % item.Count;
var index_int = (int)index;
var obj = item[index_int];
totalFlow += obj.Flow;
lstTemp.Add(obj);
});
if (totalFlow < target_flow * _sel_opt_flow_excess)
continue;
lstResult.Add(lstTemp);
}
return lstResult;
}
///
/// 获取排列组合
///
///
///
///
private List GetCombineList(List flags, int count)
{
var combine = PermutationAndCombination.GetCombination(flags.ToArray(), count);
return combine;
}
#endregion
}
}