public static ChoraleModel CreateChoraleModel(SemanticLink semanticLink)
{
var data = Realm.GetInstance()
.All <GraphDatum>()
.Where(v => v.SemanticLinkId == semanticLink.SemanticLinkId)
.ToList();
var quartilesEnergy = MathUtil.Quartiles(data.OrderBy(d => d.LostEnergy).Select(d => (double)d.LostEnergy).ToArray());
var firstQuartileEnergy = quartilesEnergy.Item1;
var thirdQuartileEnergy = quartilesEnergy.Item3;
var iqrEnergy = thirdQuartileEnergy - firstQuartileEnergy;
var quartilesTransitTime = MathUtil.Quartiles(data.OrderBy(d => d.TransitTime).Select(d => (double)d.TransitTime).ToArray());
var firstQuartileTransitTime = quartilesTransitTime.Item1;
var thirdQuartileTransitTime = quartilesTransitTime.Item3;
var iqrTransitTime = thirdQuartileTransitTime - firstQuartileTransitTime;
data = data.Where(d => d.LostEnergy > firstQuartileEnergy - 1.5 * iqrEnergy)
.Where(d => d.LostEnergy < thirdQuartileEnergy + 1.5 * iqrEnergy)
.ToList();
data = data.Where(d => d.TransitTime > firstQuartileTransitTime - 1.5 * iqrTransitTime)
.Where(d => d.TransitTime < thirdQuartileTransitTime + 1.5 * iqrTransitTime)
.ToList();
var model = new ChoraleModel
{
ClassNumber = MathUtil.CalculateClassNumber(data),
MinLostEnegry = data.Min(d => d.LostEnergy),
MaxLostEnergy = data.Max(d => d.LostEnergy),
ClassWidthEnergy = (data.Max(d => d.LostEnergy) - data.Min(d => d.LostEnergy)) / MathUtil.CalculateClassNumber(data),
MinTransitTime = data.Min(d => d.TransitTime),
MaxTransitTime = data.Max(d => d.TransitTime),
ClassWidthTransitTime = (float)(data.Max(d => d.TransitTime) - data.Min(d => d.TransitTime)) / MathUtil.CalculateClassNumber(data)
};
model.SetData(data);
return(model);
}
public static ECGModel GetECGModel(SemanticLink semanticLink)
{
var data = Realm.GetInstance()
.All <GraphDatum>()
.Where(v => v.SemanticLinkId == semanticLink.SemanticLinkId)
.ToList();
var quartilesEnergy = MathUtil.Quartiles(data.OrderBy(d => d.LostEnergy).Select(d => (double)d.LostEnergy).ToArray());
var firstQuartileEnergy = quartilesEnergy.Item1;
var thirdQuartileEnergy = quartilesEnergy.Item3;
var iqrEnergy = thirdQuartileEnergy - firstQuartileEnergy;
var quartilesTransitTime = MathUtil.Quartiles(data.OrderBy(d => d.TransitTime).Select(d => (double)d.TransitTime).ToArray());
var firstQuartileTransitTime = quartilesTransitTime.Item1;
var thirdQuartileTransitTime = quartilesTransitTime.Item3;
var iqrTransitTime = thirdQuartileTransitTime - firstQuartileTransitTime;
data = data.Where(d => d.LostEnergy > firstQuartileEnergy - 1.5 * iqrEnergy)
.Where(d => d.LostEnergy < thirdQuartileEnergy + 1.5 * iqrEnergy)
.ToList();
data = data.Where(d => d.TransitTime > firstQuartileTransitTime - 1.5 * iqrTransitTime)
.Where(d => d.TransitTime < thirdQuartileTransitTime + 1.5 * iqrTransitTime)
.ToList();
string atentionText = null;
switch (semanticLink.SemanticLinkId)
{
case 188:
atentionText = "回生ブレーキに注意！";
break;
case 189:
atentionText = "加減速を減らして！";
break;
case 190:
atentionText = "いつも通り運転してください";
break;
case 191:
atentionText = "加減速を減らして！";
break;
case 192:
atentionText = "いつも通り運転してください";
break;
case 193:
atentionText = "回生ブレーキに注意！";
break;
case 194:
atentionText = "いつも通り運転してください";
break;
case 195:
atentionText = "いつも通り運転してください";
break;
case 196:
atentionText = "回生ブレーキに注意！";
break;
case 198:
atentionText = "加減速を減らして！";
break;
case 199:
atentionText = "加減速を減らして！";
break;
case 205:
atentionText = "加減速を減らして！";
break;
case 206:
atentionText = "加減速を減らして！";
break;
case 207:
atentionText = "加減速を減らして！";
break;
case 209:
atentionText = "回生ブレーキに注意！";
break;
case 210:
atentionText = "加減速と回生ブレーキに注意！";
break;
case 211:
atentionText = "回生ブレーキに注意！";
break;
case 212:
atentionText = "加減速を減らして！";
break;
case 213:
atentionText = "加減速と回生ブレーキに注意！";
break;
case 215:
atentionText = "加減速を減らして！";
break;
case 216:
atentionText = "加減速を減らして！";
break;
case 217:
atentionText = "加減速を減らして！";
break;
case 155:
atentionText = "加減速を減らして！";
break;
default:
atentionText = "SemanticLinkが見つかりません";
break;
}
return(new ECGModel {
GraphData = data, AtentionText = atentionText
});
}
public static IList <EnergyStackModel> CreateEnergyStackSource(GraphDatum datum, SemanticLink semanticLink)
{
var data = Realm.GetInstance()
.All <GraphDatum>()
.Where(v => v.SemanticLinkId == semanticLink.SemanticLinkId)
.ToList();
var quartilesEnergy = MathUtil.Quartiles(data.OrderBy(d => d.LostEnergy).Select(d => (double)d.LostEnergy).ToArray());
var firstQuartileEnergy = quartilesEnergy.Item1;
var thirdQuartileEnergy = quartilesEnergy.Item3;
var iqrEnergy = thirdQuartileEnergy - firstQuartileEnergy;
var quartilesTransitTime = MathUtil.Quartiles(data.OrderBy(d => d.TransitTime).Select(d => (double)d.TransitTime).ToArray());
var firstQuartileTransitTime = quartilesTransitTime.Item1;
var thirdQuartileTransitTime = quartilesTransitTime.Item3;
var iqrTransitTime = thirdQuartileTransitTime - firstQuartileTransitTime;
data = data.Where(d => d.LostEnergy > firstQuartileEnergy - 1.5 * iqrEnergy)
.Where(d => d.LostEnergy < thirdQuartileEnergy + 1.5 * iqrEnergy)
.ToList();
data = data.Where(d => d.TransitTime > firstQuartileTransitTime - 1.5 * iqrTransitTime)
.Where(d => d.TransitTime < thirdQuartileTransitTime + 1.5 * iqrTransitTime)
.ToList();
var regeneLossSigma = data.Average(v => v.RegeneLoss) - data.StdDev(v => v.RegeneLoss);
var airResistanceSigma = data.Average(v => v.AirResistance) - data.StdDev(v => v.AirResistance);
var rollingResistanceSigma = data.Average(v => v.RollingResistance) - data.StdDev(v => v.RollingResistance);
var convertLossSigma = data.Average(v => v.ConvertLoss) - data.StdDev(v => v.ConvertLoss);
// DBに保存する仕組みを作成
datum.SemanticLinkId = semanticLink.SemanticLinkId;
datum.saveToDB();
return(new List <EnergyStackModel>
{
new EnergyStackModel
{
Category = "Defeat",
RegeneLossBlank = datum.RegeneLoss <= regeneLossSigma ? datum.RegeneLoss : regeneLossSigma,
RegeneLossDefeat = datum.RegeneLoss > regeneLossSigma ? datum.RegeneLoss - regeneLossSigma : 0,
AirResistanceBlank = datum.AirResistance <= airResistanceSigma ? datum.AirResistance : airResistanceSigma,
AirResistanceDefeat = datum.AirResistance > airResistanceSigma ? datum.AirResistance - airResistanceSigma : 0,
RollingResistanceBlank = datum.RollingResistance <= rollingResistanceSigma ? datum.RollingResistance : rollingResistanceSigma,
RollingResistanceDefeat = datum.RollingResistance > rollingResistanceSigma ? datum.RollingResistance - rollingResistanceSigma : 0,
ConvertLossBlank = datum.ConvertLoss <= convertLossSigma ? datum.ConvertLoss : convertLossSigma,
ConvertLossDefeat = datum.ConvertLoss > convertLossSigma ? datum.ConvertLoss - convertLossSigma : 0,
},
new EnergyStackModel
{
Category = "Today",
RegeneLoss = datum.RegeneLoss,
AirResistance = datum.AirResistance,
RollingResistance = datum.RollingResistance,
ConvertLoss = datum.ConvertLoss,
},
new EnergyStackModel
{
Category = "Win",
RegeneLossBlank = datum.RegeneLoss,
RegeneLossWin = datum.RegeneLoss <= regeneLossSigma ? regeneLossSigma - datum.RegeneLoss : 0,
AirResistanceBlank = datum.AirResistance - (datum.RegeneLoss <= regeneLossSigma ? regeneLossSigma - datum.RegeneLoss : 0),
AirResistanceWin = datum.AirResistance <= airResistanceSigma ? airResistanceSigma - datum.AirResistance : 0,
RollingResistanceBlank = datum.RollingResistance - (datum.AirResistance <= airResistanceSigma ? airResistanceSigma - datum.AirResistance : 0),
RollingResistanceWin = datum.RollingResistance <= rollingResistanceSigma ? rollingResistanceSigma - datum.RollingResistance : 0,
ConvertLossBlank = datum.ConvertLoss - (datum.RollingResistance <= rollingResistanceSigma ? rollingResistanceSigma - datum.RollingResistance : 0),
ConvertLossWin = datum.ConvertLoss <= convertLossSigma ? convertLossSigma - datum.ConvertLoss : 0
},
});
}