.

v2_unsupervised.py

@@ -23,7 +23,8 @@ from collections import Counter
 parser = OptionParser()
 parser.add_option("-t", "--train", dest="train", help="Trains the models (false)", default=False, action="store_true")
 parser.add_option("-p", "--plot", dest="plot", help="Plot Data (false)", default=False, action="store_true")
-parser.add_option("-n", "--timesteps", dest="timesteps", help="TIME STEPS ", default=12)
+parser.add_option("-n", "--timesteps", dest="timesteps", help="TIME STEPS (default 12)", default=12)
+parser.add_option("-f", "--facilitysetpoint", dest="fsp", help="Facility and Set Point (default 5-26)", default="5-26")
 
 (options, args) = parser.parse_args()
 
@@ -35,6 +36,7 @@ parser.add_option("-n", "--timesteps", dest="timesteps", help="TIME STEPS ", def
 # 3   Fan condenser not working
 # 4.  Open door
 
+FailureName=['No Fail','Block Evap', 'Block Cond', 'Not Fan Cond', 'Open Door']
 
 NumberOfFailures=4  
 datafiles={}
@@ -101,7 +103,7 @@ datafiles['34'][4]=['2025-04-23_3_','2025-04-24_3_','2025-04-25_3_']
 # 4.  Open door
 
 
-facilitySetpoint='5-18'
+facilitySetpoint=options.fsp
 # Features suggested by Xavier
 # Care with 'tc s3' because on datafiles[0] is always nulll
 # Seems to be incoropored in new tests
@@ -113,8 +115,8 @@ facilitySetpoint='5-18'
 # VAriables r1s4 and pa1 apiii  may not exists in cloud controlers
 
 
-features=['r1 s1','r1 s4','r1 s5','pa1 apiii']
-#features=['r1 s1','r1 s4','r1 s5']
+#features=['r1 s1','r1 s4','r1 s5','pa1 apiii']
+features=['r1 s1','r1 s4','r1 s5']
 featureNames={}
 featureNames['r1 s1']='$T_{evap}$'
 featureNames['r1 s4']='$T_{cond}$'
@@ -202,6 +204,13 @@ def plotData():
     for i in range(NumberOfFailures+1):
         for  j in range(NumFeatures):
             axes[i][j].plot(np.concatenate((dataTrainNorm[i][:,j],dataTestNorm[i][:,j])),label="Fail "+str(i)+",  feature 0")
+            if i==(NumberOfFailures):
+                axes[i][j].set_xlabel(features[j])
+            if j==0:
+                axes[i][j].set_ylabel(FailureName[i])
+
+
+
     #axes[1].legend()
     #axes[0].set_ylabel(features[0])
     #axes[1].set_ylabel(features[1])