options(warn = -1)
library(readxl)
source('functions.R')
## Loading required package: survival
Sys.setlocale(category = "LC_ALL", locale = "Hebrew")
## [1] "LC_COLLATE=Hebrew_Israel.1255;LC_CTYPE=Hebrew_Israel.1255;LC_MONETARY=Hebrew_Israel.1255;LC_NUMERIC=C;LC_TIME=Hebrew_Israel.1255"
a18 <- read.csv("~/1R/Otzma/Otzma 2018 results.csv", stringsAsFactors=FALSE)
a17 <- read.csv("~/1R/Otzma/Otzma 2017 results.csv", stringsAsFactors=FALSE)
a18$call_date=as.Date.character(a18$call_date,"%d-%m-%y") # only for 2018
a18$start_date=as.Date.character(a18$start_date,"%d-%m-%y") # only for 2018
a18$finish_date=as.Date.character(a18$finish_date,"%d-%m-%y") # only for 2018
#a17$call_date=as.Date.character(a17$call_date) # only for 2017 option 2
#a17$start_date=as.Date.character(a17$start_date) # only for 2017 option 2
#a17$finish_date=as.Date.character(a17$finish_date,"%d/%m/%y") # only for 2017 option 2
a17$call_date=as.Date.character(a17$call_date,"%d-%m-%y") # only for 2017
a17$start_date=as.Date.character(a17$start_date,"%d-%m-%y") # only for 2017
a17$finish_date=as.Date.character(a17$finish_date,"%d-%m-%y") # only for 2017
au0 <- a17[,c(3,5:19,21)] # for 2017
au0 = rbind(au0,a18[,c(3,5:19,21)]) # add 2018
au1=au0[au0$machine=="eagle" | au0$machine=="matrix",]
au1=au1[order(au1$start_date),]
au1=au1[!is.na(au1$responsibility),]
au1$responsibility=as.factor(au1$responsibility)
fn="dt cnc results 2017&2018 22-7-2018.txt"
origin=as.numeric(as.Date.character(c("2012-01-01","2014-01-01","2018-01-01")))
f=file(description = fn, open = "wt", encoding = "UTF-8")
o.ix=1
for (x in c("0","1","2")) {
m1=au1[au1$machine_ix==x,]
m1=data.frame(m1,dt=rep(0,length(m1[[1]])), ttr=rep(0,length(m1[[1]])))
sum1=summary(m1$responsibility)
for (i in 1:length(sum1)) {
t1=names(sum1[i])
m_=m1[m1$responsibility==t1,]
n=length(m_$machine)
if (n<3) next
m = build_dt1(m_)
t<-"delta-T Fit "
t=paste(t,m$machine[1],m$machine_ix[1],t1)
print(t)
write(t, f)
print(paste0("TTFF,",(as.numeric(m$dt[1])-origin[o.ix])))
write(paste0("TTFF,",(as.numeric(m$dt[1])-origin[o.ix])),f)
ttr<-mean(m$ttr)
ldt<-mean(m$ldt)
mp<-mean(m$manpower)
print(paste0("TTR avg,",ttr))
print(paste0("LDT avg,",ldt))
print(paste0("MANPOWER avg,",mp))
write(paste0("TTR avg,",ttr),f)
write(paste0("LDT avg,",ldt),f)
write(paste0("MANPOWER avg,",mp),f)
m=m[2:length(m[[1]]),]
n=length(m$machine)
e=NULL
if (n>3) {
e=compare_discrete(m,paste("Discrete",t))
}
if (n>2) {
e=rbind(e,compare_conti(m,paste("Continuous",t)) )
#e=compare_conti(m,paste("Continuous",t))
}
if (!is.null(e)) write.csv(e[order(e[,1], e[,2]),], f)
if (n>3) {
e=fit_dt(m)
write(paste("MEAN,",e$mean),f)
write(paste("SD,",e$sd),f)
write(paste("SKEWNESS,",e$skewness),f)
write(paste("KUROSIS,",e$kurtosis),f)
}
}
o.ix=o.ix+1
}
## [1] "delta-T Fit eagle 0 בקרות"
## [1] "TTFF,2187"
## [1] "TTR avg,3.16666666666667"
## [1] "LDT avg,0.888888888888889"
## [1] "MANPOWER avg,1"
## [1] "Discrete delta-T Fit eagle 0 בקרות"
## [1] "P-L GoF: 0.134606536751538"
## [1] "P-L xmin: 3"
## [1] "P-L pars: 1.68"
## [1] "L-N GoF: 0.15716790603532"
## [1] "L-n xmin: 3"
## [1] "L-N pars: 0.321378444818862" "L-N pars: 2.10286735286138"
## [1] "Poisson GoF: 0.499999983518203"
## [1] "Poisson xmin: 9"
## [1] "Poisson pars: 41.749999866406"
## [1] "Exp GoF: 0.361387623343234"
## [1] "Exp xmin: 11"
## [1] "Exp pars: 0.0237305804898941"
## [1] "Continuous delta-T Fit eagle 0 בקרות"
## [1] "P-L GoF: 0.151671504727455"
## [1] "P-L xmin: 3"
## [1] "P-L pars: 1.77"
## [1] "L-N GoF: 0.144229362626718"
## [1] "L-n xmin: 3"
## [1] "L-N pars: 1.12235025070849" "L-N pars: 1.85333924596138"
## [1] "Weibull GoF: 0.14488403680959"
## [1] "Weibull xmin: 3"
## [1] "Weibull pars: 0.342036617090313" "Weibull pars: 1.56178996895575"
## [1] "Exp GoF: 0.276116661147285"
## [1] "Exp xmin: 4"
## [1] "Exp pars: 0.05"
## [1] "eagle"
## [1] בקרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 3 -32.85056 0.8191674 20.46757 73.12500 0.000000000
## 3 -31.23624 0.6849284 15.88708 73.52966 0.005533774
## 4 -27.89000 0.6755570 17.23118 72.43186 -0.009478779
## 5 -24.66304 0.6826992 19.72089 70.87048 -0.030831014
## 7 -21.00072 0.6585371 21.64571 69.15154 -0.054337850
## 9 -17.48989 0.6567569 26.13925 66.32994 -0.092923879
## [1] "eagle"
## [1] בקרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 3 -31.73059 2.400074 1.158714 73.12500 0.000000000
## 3 -30.40500 2.006586 1.455138 74.14998 0.014016756
## 4 -27.30021 2.061418 1.521465 73.00106 -0.001694912
## 5 -24.31200 2.183955 1.566912 71.34532 -0.024337490
## 7 -20.84137 2.219482 1.698683 69.62531 -0.047858998
## 9 -17.56948 2.356403 1.853411 66.60133 -0.089212547
## [1] "eagle"
## [1] בקרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 3 -33.17044 0.04301075 NA 73.12500 0.0000000000
## 3 -32.45086 0.04705882 NA 74.17112 0.0143059284
## 4 -28.99180 0.04320988 NA 73.08472 -0.0005507749
## 5 -25.50999 0.03870968 NA 71.46538 -0.0226956529
## 7 -21.80188 0.03472222 NA 69.61695 -0.0479733126
## 9 -18.07592 0.02962963 NA 66.48890 -0.0907500611
## [1] "cont fit+"
## summary statistics
## ------
## min: 3 max: 86
## median: 8
## mean: 23.25
## estimated sd: 31.83327
## estimated skewness: 1.596272
## estimated kurtosis: 4.138216
## [1] "delta-T Fit eagle 0 חשמל"
## [1] "TTFF,1880"
## [1] "TTR avg,16.7916666666667"
## [1] "LDT avg,0.5"
## [1] "MANPOWER avg,1.16666666666667"
## [1] "Discrete delta-T Fit eagle 0 חשמל"
## [1] "P-L GoF: 0.296710200538841"
## [1] "P-L xmin: 68"
## [1] "P-L pars: 5"
## [1] "L-N GoF: 0.225723995035599"
## [1] "L-n xmin: 68"
## [1] "L-N pars: 4.09725483341956" "L-N pars: 0.251321890640999"
## [1] "Poisson GoF: 0.299842102213742"
## [1] "Poisson xmin: 68"
## [1] "Poisson pars: 78.4874346536763"
## [1] "Exp GoF: 0.256525047560956"
## [1] "Exp xmin: 68"
## [1] "Exp pars: 0.0784759084814132"
## [1] "Continuous delta-T Fit eagle 0 חשמל"
## [1] "P-L GoF: 0.141763119441075"
## [1] "P-L xmin: 68"
## [1] "P-L pars: 5"
## [1] "L-N GoF: 0.15888808150119"
## [1] "L-n xmin: 1"
## [1] "L-N pars: 4.37624735809749" "L-N pars: 0.131882814120814"
## [1] "Weibull GoF: 0.196984094039364"
## [1] "Weibull xmin: 1"
## [1] "Weibull pars: 7.45753697975783" "Weibull pars: 85.2395975881563"
## [1] "Exp GoF: 0.263247744040029"
## [1] "Exp xmin: 68"
## [1] "Exp pars: 0.08"
## [1] "eagle"
## [1] חשמל
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -25.789079 1.1263615 66.021049 53.00000 0.0000000
## 1 -25.789079 1.1263615 66.021049 65.93115 0.2439840
## 68 -14.323563 1.0679472 13.564991 96.72870 0.8250699
## 77 -9.169196 0.7702556 7.060522 96.75264 0.8255215
## [1] "eagle"
## [1] חשמל
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -27.410512 3.500998 1.754468 53.00000 0.0000000
## 1 -27.410512 3.500998 1.754468 65.62895 0.2382820
## 68 -14.719265 2.033617 1.255157 93.51818 0.7644939
## 77 -8.883749 1.261397 1.324340 95.92524 0.8099102
## [1] "eagle"
## [1] חשמל
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -25.825568 0.01552795 NA 53.00000 0.0000000
## 1 -25.825568 0.01552795 NA 66.30507 0.2510390
## 68 -14.335990 0.07547170 NA 96.56242 0.8219325
## 77 -9.360791 0.12000000 NA 96.97973 0.8298062
## [1] "cont fit+"
## summary statistics
## ------
## min: 1 max: 98
## median: 77
## mean: 64.4
## estimated sd: 37.09852
## estimated skewness: -1.732847
## estimated kurtosis: 6.542459
## [1] "delta-T Fit eagle 0 מכונות"
## [1] "TTFF,1885"
## [1] "TTR avg,49.1862745098039"
## [1] "LDT avg,2.29411764705882"
## [1] "MANPOWER avg,1.32352941176471"
## [1] "Discrete delta-T Fit eagle 0 מכונות"
## [1] "P-L GoF: 0.144807087634879"
## [1] "P-L xmin: 3"
## [1] "P-L pars: 1.69"
## [1] "L-N GoF: 0.0871032414274253"
## [1] "L-n xmin: 1"
## [1] "L-N pars: 1.99348324138516" "L-N pars: 1.19064379399761"
## [1] "Poisson GoF: 0.326014950847191"
## [1] "Poisson xmin: 11"
## [1] "Poisson pars: 30.5381372339875"
## [1] "Exp GoF: 0.117156256234999"
## [1] "Exp xmin: 7"
## [1] "Exp pars: 0.0506490026525028"
## [1] "Continuous delta-T Fit eagle 0 מכונות"
## [1] "P-L GoF: 0.129771715749639"
## [1] "P-L xmin: 28"
## [1] "P-L pars: 4.38"
## [1] "L-N GoF: 0.0980465063342895"
## [1] "L-n xmin: 7"
## [1] "L-N pars: 2.94228573053424" "L-N pars: 0.769852324967599"
## [1] "Weibull GoF: 0.0853295104422682"
## [1] "Weibull xmin: 7"
## [1] "Weibull pars: 0.973035533902369" "Weibull pars: 19.9234933313808"
## [1] "Exp GoF: 0.0901334472589853"
## [1] "Exp xmin: 7"
## [1] "Exp pars: 0.05"
## [1] "eagle"
## [1] מכונות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -120.88107 0.8951067 13.63411 89.51515 0.000000000
## 1 -120.88107 0.8951067 13.63411 88.77143 -0.008308364
## 2 -112.80976 0.8468547 13.03933 88.99685 -0.005790046
## 3 -100.17633 0.8591683 14.09138 88.22574 -0.014404410
## 4 -90.30157 0.8633966 14.89830 87.61705 -0.021204248
## 5 -83.03481 0.8310323 14.90434 87.41347 -0.023478452
## 6 -70.92508 0.9335800 18.37876 85.36433 -0.046370081
## [1] "eagle"
## [1] מכונות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -118.28832 2.034920 1.139553 89.51515 0.000000000
## 1 -118.28832 2.034920 1.139553 89.23318 -0.003150037
## 2 -110.92632 1.945479 1.238438 89.25172 -0.002942855
## 3 -98.82886 2.025701 1.240716 88.39306 -0.012535245
## 4 -89.36233 2.076663 1.255870 87.68721 -0.020420479
## 5 -82.79734 2.035731 1.361853 87.09183 -0.027071590
## 6 -71.29776 2.312036 1.258615 84.79959 -0.052678947
## [1] "eagle"
## [1] מכונות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -121.28137 0.06889353 NA 89.51515 0.00000000
## 1 -121.28137 0.06889353 NA 88.48025 -0.01156123
## 2 -113.65628 0.06950673 NA 88.57958 -0.01045154
## 3 -100.77592 0.06506024 NA 87.82451 -0.01888661
## 4 -90.79084 0.06185567 NA 87.22538 -0.02557966
## 5 -83.73445 0.06043956 NA 86.94401 -0.02872293
## 6 -70.99990 0.05263158 NA 85.17045 -0.04853588
## [1] "cont fit+"
## summary statistics
## ------
## min: 1 max: 101
## median: 6
## mean: 14.51515
## estimated sd: 19.2794
## estimated skewness: 3.069756
## estimated kurtosis: 15.26312
## [1] "delta-T Fit matrix 1 בקרות"
## [1] "TTFF,1240"
## [1] "TTR avg,2.625"
## [1] "LDT avg,0.75"
## [1] "MANPOWER avg,1"
## [1] "Continuous delta-T Fit matrix 1 בקרות"
## [1] "P-L GoF: 0.433572536391706"
## [1] "P-L xmin: 11"
## [1] "P-L pars: 1.52"
## [1] "L-N GoF: Inf"
## [1] "L-n xmin: NA"
## [1] "L-N pars: NA" "L-N pars: NA"
## [1] "Weibull GoF: Inf"
## [1] "Weibull xmin: NA"
## [1] "Weibull pars: NA" "Weibull pars: NA"
## [1] "Exp GoF: 0.483983142613932"
## [1] "Exp xmin: 11"
## [1] "Exp pars: 0.01"
## [1] "matrix"
## [1] בקרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 11 -17.699661 1.1005792 138.91124 145.3333 0.00000000
## 11 -16.975325 0.6092733 99.22248 155.3078 0.06863134
## 181 -7.436477 0.6861456 13.64084 201.4877 0.38638316
## [1] "matrix"
## [1] בקרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 11 -18.13742 4.319228 1.360212 145.3333 0.00000000
## 11 -17.41854 3.484957 2.465231 153.4594 0.05591298
## 181 -7.45162 1.748254 1.748254 197.2628 0.35731290
## [1] "matrix"
## [1] בקרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 11 -17.715824 0.007407407 NA 145.3333 0.00000000
## 11 -17.484941 0.008000000 NA 156.2207 0.07491295
## 181 -7.666427 0.058823530 NA 201.9958 0.38987965
## [1] "delta-T Fit matrix 1 חשמל"
## [1] "TTFF,1219"
## [1] "TTR avg,3.78571428571429"
## [1] "LDT avg,0.285714285714286"
## [1] "MANPOWER avg,1.28571428571429"
## [1] "Discrete delta-T Fit matrix 1 חשמל"
## [1] "P-L GoF: 0.319431565498986"
## [1] "P-L xmin: 73"
## [1] "P-L pars: 3.36"
## [1] "L-N GoF: 0.20270260118807"
## [1] "L-n xmin: 5"
## [1] "L-N pars: 3.48734262690435" "L-N pars: 1.34245370053807"
## [1] "Poisson GoF: 0.333329625212271"
## [1] "Poisson xmin: 73"
## [1] "Poisson pars: 116.666395924656"
## [1] "Exp GoF: 0.226458894900626"
## [1] "Exp xmin: 5"
## [1] "Exp pars: 0.015978668859999"
## [1] "Continuous delta-T Fit matrix 1 חשמל"
## [1] "P-L GoF: 0.302553861002138"
## [1] "P-L xmin: 24"
## [1] "P-L pars: 2.09"
## [1] "L-N GoF: 0.209261403315817"
## [1] "L-n xmin: 5"
## [1] "L-N pars: 4.09289696740723" "L-N pars: 0.794775085091267"
## [1] "Weibull GoF: 0.198908420808187"
## [1] "Weibull xmin: 5"
## [1] "Weibull pars: 1.42599194044232" "Weibull pars: 86.1516599907218"
## [1] "Exp GoF: 0.226235012160667"
## [1] "Exp xmin: 73"
## [1] "Exp pars: 0.02"
## [1] "matrix"
## [1] חשמל
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 5 -31.21948 1.0764845 68.99779 122.1667 0.00000000
## 5 -30.76136 0.8529851 59.00692 119.6461 -0.02063211
## 24 -24.08478 0.5939761 41.34068 125.0090 0.02326589
## 73 -14.17499 0.7245573 38.52764 131.2327 0.07421034
## [1] "matrix"
## [1] חשמל
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 5 -31.56512 3.680992 1.174594 122.1667 0.00000000
## 5 -31.63855 3.332493 1.684822 118.3041 -0.03161760
## 24 -24.41690 2.672905 2.206785 125.0121 0.02329175
## 73 -14.53892 2.749510 1.969655 127.3511 0.04243755
## [1] "matrix"
## [1] חשמל
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 5 -31.24306 0.01488834 NA 122.1667 0.00000000
## 5 -30.87466 0.01583113 NA 119.1222 -0.02492056
## 24 -25.18004 0.01766784 NA 123.8528 0.01380215
## 73 -14.39768 0.02238806 NA 132.8702 0.08761425
## [1] "cont fit+"
## summary statistics
## ------
## min: 5 max: 163
## median: 48.5
## mean: 67.16667
## estimated sd: 61.64874
## estimated skewness: 0.7451104
## estimated kurtosis: 2.131145
## [1] "delta-T Fit matrix 1 כללי"
## [1] "TTFF,1226"
## [1] "TTR avg,16.8452380952381"
## [1] "LDT avg,2.28571428571429"
## [1] "MANPOWER avg,1.28571428571429"
## [1] "Discrete delta-T Fit matrix 1 כללי"
## [1] "P-L GoF: 0.321683516783708"
## [1] "P-L xmin: 63"
## [1] "P-L pars: 3.89"
## [1] "L-N GoF: 0.287381393425679"
## [1] "L-n xmin: 21"
## [1] "L-N pars: 4.09911007320908" "L-N pars: 0.709305739010418"
## [1] "Poisson GoF: 0.333333333192078"
## [1] "Poisson xmin: 5"
## [1] "Poisson pars: 65.5000000001887"
## [1] "Exp GoF: 0.28069078281372"
## [1] "Exp xmin: 5"
## [1] "Exp pars: 0.0164134549747239"
## [1] "Continuous delta-T Fit matrix 1 כללי"
## [1] "P-L GoF: 0.326145750946371"
## [1] "P-L xmin: 63"
## [1] "P-L pars: 3.95"
## [1] "L-N GoF: 0.140125933356773"
## [1] "L-n xmin: 5"
## [1] "L-N pars: 4.19419058023414" "L-N pars: 0.625766613917619"
## [1] "Weibull GoF: 0.176264258908086"
## [1] "Weibull xmin: 5"
## [1] "Weibull pars: 2.31076820667125" "Weibull pars: 87.3049849898107"
## [1] "Exp GoF: 0.353180485784061"
## [1] "Exp xmin: 5"
## [1] "Exp pars: 0.02"
## [1] "matrix"
## [1] כללי
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 5 -30.79465 1.3347520 70.53694 71.33333 0.00000000
## 5 -30.71420 1.0031461 61.57926 76.56066 0.07328034
## 21 -25.26212 1.0445109 58.27127 78.79221 0.10456369
## 63 -17.49191 0.8463523 27.70960 97.46356 0.36631159
## 72 -13.17754 0.8380185 28.41981 96.77953 0.35672241
## [1] "matrix"
## [1] כללי
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 5 -31.77366 3.763441 1.119891 71.33333 0.00000000
## 5 -32.11245 3.427823 1.657505 76.94755 0.07870402
## 21 -26.63151 3.368141 1.714674 77.69162 0.08913486
## 63 -17.92326 2.569795 1.635718 94.18372 0.32033246
## 72 -13.62214 2.537116 1.794379 92.44528 0.29596183
## [1] "matrix"
## [1] כללי
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 5 -31.09230 0.01526718 NA 71.33333 0.00000000
## 5 -30.71422 0.01626016 NA 76.59139 0.07371108
## 21 -25.26761 0.01736111 NA 78.92205 0.10638382
## 63 -17.57132 0.03361345 NA 98.26206 0.37750553
## 72 -13.23674 0.03296703 NA 97.83035 0.37145352
## [1] "cont fit+"
## summary statistics
## ------
## min: 5 max: 118
## median: 67.5
## mean: 65.5
## estimated sd: 46.47042
## estimated skewness: -0.1510271
## estimated kurtosis: 1.320756
## [1] "delta-T Fit matrix 1 מכונות"
## [1] "TTFF,1173"
## [1] "TTR avg,9.35173611111111"
## [1] "LDT avg,0.333333333333333"
## [1] "MANPOWER avg,1.20833333333333"
## [1] "Discrete delta-T Fit matrix 1 מכונות"
## [1] "P-L GoF: 0.0910519625648984"
## [1] "P-L xmin: 7"
## [1] "P-L pars: 2.52"
## [1] "L-N GoF: 0.0863370823549628"
## [1] "L-n xmin: 3"
## [1] "L-N pars: 1.74193080493388" "L-N pars: 1.000313114836"
## [1] "Poisson GoF: 0.249154632186097"
## [1] "Poisson xmin: 23"
## [1] "Poisson pars: 40.7305565291072"
## [1] "Exp GoF: 0.114072840039764"
## [1] "Exp xmin: 1"
## [1] "Exp pars: 0.107781992249001"
## [1] "Continuous delta-T Fit matrix 1 מכונות"
## [1] "P-L GoF: 0.0908172517225037"
## [1] "P-L xmin: 40"
## [1] "P-L pars: 5"
## [1] "L-N GoF: 0.139047537946128"
## [1] "L-n xmin: 6"
## [1] "L-N pars: 1.69263841290209" "L-N pars: 0.971855576824134"
## [1] "Weibull GoF: 0.132308208060896"
## [1] "Weibull xmin: 6"
## [1] "Weibull pars: 0.496650308192243" "Weibull pars: 1.55075207151046"
## [1] "Exp GoF: 0.127659574468085"
## [1] "Exp xmin: 1"
## [1] "Exp pars: 0.11"
## [1] "matrix"
## [1] מכונות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -154.17868 1.0274691 9.909375 48.40426 0.0000000000
## 1 -154.17868 1.0274691 9.909375 48.54482 0.0029039891
## 3 -129.24245 0.9594772 9.130822 48.97613 0.0118144853
## 4 -109.28073 1.0102892 10.140538 48.30827 -0.0019830366
## 5 -96.73412 1.0298573 10.492511 48.08129 -0.0066722001
## 6 -89.26742 0.9909741 9.988828 48.37179 -0.0006707005
## 7 -83.92734 0.9008043 8.833429 49.00471 0.0124049246
## [1] "matrix"
## [1] מכונות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -151.85371 1.789034 1.0232231 48.40426 0.000000000
## 1 -151.85371 1.789034 1.0232231 48.60054 0.004055150
## 3 -126.66979 1.673063 1.0776071 49.13838 0.015166570
## 4 -106.79025 1.813175 1.0039622 48.53134 0.002625571
## 5 -93.37533 1.869965 0.9332665 48.51384 0.002263906
## 6 -85.42387 1.806930 0.9398628 48.97329 0.011755911
## 7 -80.67803 1.624709 1.0611510 49.58595 0.024413067
## [1] "matrix"
## [1] מכונות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -154.21071 0.10217391 NA 48.40426 0.0000000000
## 1 -154.21071 0.10217391 NA 48.56482 0.0033171419
## 3 -129.30796 0.10723861 NA 48.94300 0.0111301106
## 4 -109.28395 0.09909910 NA 48.31707 -0.0018012333
## 5 -96.75811 0.09666667 NA 48.11032 -0.0060724200
## 6 -89.26961 0.09963100 NA 48.36098 -0.0008940491
## 7 -84.21586 0.10655738 NA 48.89415 0.0101209070
## [1] "cont fit+"
## summary statistics
## ------
## min: 1 max: 57
## median: 7
## mean: 9.787234
## estimated sd: 11.2384
## estimated skewness: 2.665798
## estimated kurtosis: 10.88648
## [1] "delta-T Fit matrix 1 מסגרות"
## [1] "TTFF,1180"
## [1] "TTR avg,29.0833333333333"
## [1] "LDT avg,11"
## [1] "MANPOWER avg,1.5"
## [1] "Continuous delta-T Fit matrix 1 מסגרות"
## [1] "P-L GoF: 0.484698035354957"
## [1] "P-L xmin: 5"
## [1] "P-L pars: 1.5"
## [1] "L-N GoF: Inf"
## [1] "L-n xmin: NA"
## [1] "L-N pars: NA" "L-N pars: NA"
## [1] "Weibull GoF: Inf"
## [1] "Weibull xmin: NA"
## [1] "Weibull pars: NA" "Weibull pars: NA"
## [1] "Exp GoF: 0.434430391936908"
## [1] "Exp xmin: 5"
## [1] "Exp pars: 0.01"
## [1] "matrix"
## [1] מסגרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 5 -17.689209 0.8363598 127.37727 200.3333 0.00000000
## 5 -17.081900 0.5948183 102.70447 188.9275 -0.05693449
## 151 -9.152152 0.5165638 32.16649 227.5654 0.13593397
## [1] "matrix"
## [1] מסגרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 5 -18.086032 4.054684 1.742036 200.3333 0.00000000
## 5 -17.502114 3.503965 2.487143 188.0683 -0.06122319
## 151 -9.167294 2.322195 2.322195 222.4964 0.11063083
## [1] "matrix"
## [1] מסגרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 5 -17.752635 0.007317073 NA 200.3333 0.00000000
## 5 -17.663519 0.007537688 NA 187.0392 -0.06636015
## 151 -9.921626 0.019047619 NA 239.9571 0.19778901
## [1] "delta-T Fit matrix 2 חשמל"
## [1] "TTFF,-4"
## [1] "TTR avg,1.5"
## [1] "LDT avg,0"
## [1] "MANPOWER avg,1"
## [1] "Continuous delta-T Fit matrix 2 חשמל"
## [1] "P-L GoF: 0.443059868916688"
## [1] "P-L xmin: 1"
## [1] "P-L pars: 1.5"
## [1] "L-N GoF: Inf"
## [1] "L-n xmin: NA"
## [1] "L-N pars: NA" "L-N pars: NA"
## [1] "Weibull GoF: Inf"
## [1] "Weibull xmin: NA"
## [1] "Weibull pars: NA" "Weibull pars: NA"
## [1] "Exp GoF: 0.271912119418333"
## [1] "Exp xmin: 1"
## [1] "Exp pars: 0.03"
## [1] "matrix"
## [1] חשמל
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -13.539611 0.6722939 30.27535 86.66667 0.0000000
## 1 -13.539611 0.6722939 30.27535 75.39521 -0.1300553
## 20 -8.679276 0.5556528 25.18724 75.86071 -0.1246842
## [1] "matrix"
## [1] חשמל
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -13.699120 2.513009 1.885939 86.66667 0.0000000
## 1 -13.699120 2.513009 1.885939 74.99677 -0.1346527
## 20 -8.694418 2.158744 2.158744 76.40157 -0.1184434
## [1] "matrix"
## [1] חשמל
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -13.938960 0.02608696 NA 86.66667 0.0000000
## 1 -13.938960 0.02608696 NA 75.35188 -0.1305552
## 20 -9.275172 0.02631579 NA 75.53897 -0.1283965
## [1] "delta-T Fit matrix 2 כללי"
## [1] "TTFF,-152"
## [1] "TTR avg,6.0625"
## [1] "LDT avg,15.75"
## [1] "MANPOWER avg,1.5"
## [1] "Continuous delta-T Fit matrix 2 כללי"
## [1] "P-L GoF: 0.396339999338784"
## [1] "P-L xmin: 4"
## [1] "P-L pars: 1.51"
## [1] "L-N GoF: Inf"
## [1] "L-n xmin: NA"
## [1] "L-N pars: NA" "L-N pars: NA"
## [1] "Weibull GoF: Inf"
## [1] "Weibull xmin: NA"
## [1] "Weibull pars: NA" "Weibull pars: NA"
## [1] "Exp GoF: 0.283773780691555"
## [1] "Exp xmin: 4"
## [1] "Exp pars: 0.02"
## [1] "matrix"
## [1] כללי
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 4 -15.090639 0.9608599 55.45980 93.00000 0.00000000
## 4 -14.642163 0.6952113 44.86442 84.03273 -0.09642230
## 52 -8.398741 0.5813899 21.85392 95.29636 0.02469201
## [1] "matrix"
## [1] כללי
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 4 -15.389881 3.354975 1.427674 93.00000 0.0000000
## 4 -15.005497 2.864100 2.051956 83.59271 -0.1011536
## 52 -8.413884 2.063567 2.063567 94.35171 0.0145345
## [1] "matrix"
## [1] כללי
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 4 -15.093859 0.01775148 NA 93.00000 0.00000000
## 4 -14.929685 0.01875000 NA 83.56368 -0.10146581
## 52 -8.899975 0.03174603 NA 98.10087 0.05484807
## [1] "delta-T Fit matrix 2 מכונות"
## [1] "TTFF,-113"
## [1] "TTR avg,7.424"
## [1] "LDT avg,0.44"
## [1] "MANPOWER avg,1.12"
## [1] "Discrete delta-T Fit matrix 2 מכונות"
## [1] "P-L GoF: 0.130603597481626"
## [1] "P-L xmin: 15"
## [1] "P-L pars: 2.42"
## [1] "L-N GoF: 0.0895709173497463"
## [1] "L-n xmin: 2"
## [1] "L-N pars: 1.14818557263343" "L-N pars: 1.52535441666034"
## [1] "Poisson GoF: 0.475649093562847"
## [1] "Poisson xmin: 6"
## [1] "Poisson pars: 24.7999671250087"
## [1] "Exp GoF: 0.201917679168703"
## [1] "Exp xmin: 8"
## [1] "Exp pars: 0.0398996848877908"
## [1] "Continuous delta-T Fit matrix 2 מכונות"
## [1] "P-L GoF: 0.133333333333333"
## [1] "P-L xmin: 4"
## [1] "P-L pars: 2"
## [1] "L-N GoF: 0.112700418142622"
## [1] "L-n xmin: 4"
## [1] "L-N pars: -0.216241746876885" "L-N pars: 1.92125560599689"
## [1] "Weibull GoF: 0.115814135376087"
## [1] "Weibull xmin: 4"
## [1] "Weibull pars: 0.261704234104126" "Weibull pars: 0.0850362430225044"
## [1] "Exp GoF: 0.116604798891455"
## [1] "Exp xmin: 8"
## [1] "Exp pars: 0.04"
## [1] "matrix"
## [1] מכונות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -82.15878 0.7894980 10.14053 91.04167 0.00000000
## 1 -82.15878 0.7894980 10.14053 89.61386 -0.01568302
## 2 -72.38633 0.7584883 10.26055 89.29311 -0.01920614
## 3 -61.05239 0.7749459 11.95991 88.02153 -0.03317314
## 4 -54.47071 0.7572898 12.36137 87.54917 -0.03836154
## 5 -49.92937 0.6903739 11.33998 87.72752 -0.03640257
## [1] "matrix"
## [1] מכונות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -78.70660 1.700934 1.173005 91.04167 0.000000000
## 1 -78.70660 1.700934 1.173005 90.45024 -0.006496207
## 2 -69.70544 1.675716 1.251888 90.03763 -0.011028290
## 3 -58.93443 1.838137 1.233253 88.82868 -0.024307436
## 4 -52.65016 1.849691 1.273006 88.37856 -0.029251494
## 5 -48.64225 1.677200 1.459813 88.24976 -0.030666239
## [1] "matrix"
## [1] מכונות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 1 -83.72095 0.08304498 NA 91.04167 0.00000000
## 1 -83.72095 0.08304498 NA 89.06652 -0.02169494
## 2 -74.23936 0.07924528 NA 88.62842 -0.02650707
## 3 -62.28723 0.06967213 NA 87.34338 -0.04062194
## 4 -55.75350 0.06607930 NA 86.77904 -0.04682061
## 5 -52.04541 0.06603774 NA 86.77220 -0.04689571
## [1] "cont fit+"
## summary statistics
## ------
## min: 1 max: 99
## median: 5
## mean: 12.04167
## estimated sd: 20.78143
## estimated skewness: 3.535461
## estimated kurtosis: 17.08455
## [1] "delta-T Fit matrix 2 מסגרות"
## [1] "TTFF,-132"
## [1] "TTR avg,5.92857142857143"
## [1] "LDT avg,6.57142857142857"
## [1] "MANPOWER avg,1.42857142857143"
## [1] "Discrete delta-T Fit matrix 2 מסגרות"
## [1] "P-L GoF: 0.252514851288637"
## [1] "P-L xmin: 2"
## [1] "P-L pars: 1.55"
## [1] "L-N GoF: 0.234847616012612"
## [1] "L-n xmin: 2"
## [1] "L-N pars: 1.44289680113845" "L-N pars: 1.7525919754233"
## [1] "Poisson GoF: 0.399995526675675"
## [1] "Poisson xmin: 3"
## [1] "Poisson pars: 21.5999967162386"
## [1] "Exp GoF: 0.285368022832311"
## [1] "Exp xmin: 4"
## [1] "Exp pars: 0.0439665843328294"
## [1] "Continuous delta-T Fit matrix 2 מסגרות"
## [1] "P-L GoF: 0.270913234723223"
## [1] "P-L xmin: 2"
## [1] "P-L pars: 1.64"
## [1] "L-N GoF: 0.174387193129378"
## [1] "L-n xmin: 3"
## [1] "L-N pars: 2.83342135762907" "L-N pars: 1.04967260105552"
## [1] "Weibull GoF: 0.197435081169951"
## [1] "Weibull xmin: 3"
## [1] "Weibull pars: 1.38099604773323" "Weibull pars: 27.206332337736"
## [1] "Exp GoF: 0.224724224508375"
## [1] "Exp xmin: 2"
## [1] "Exp pars: 0.06"
## [1] "matrix"
## [1] מסגרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 2 -23.43297 0.9373358 17.80779 30.33333 0.00000000
## 2 -22.89035 0.8057965 15.48823 31.19952 0.02855563
## 3 -19.78537 0.8524045 18.26385 29.79334 -0.01780185
## 4 -16.57464 1.0687687 23.70427 27.35615 -0.09814905
## 20 -11.05438 1.0367346 14.83317 32.90230 0.08469105
## [1] "matrix"
## [1] מסגרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 2 -23.39112 2.262503 1.242442 30.33333 0.000000000
## 2 -22.92726 2.014559 1.473605 31.69475 0.044881827
## 3 -20.12296 2.176663 1.535705 30.16742 -0.005469617
## 4 -17.35271 2.520073 1.490579 27.56695 -0.091199341
## 20 -11.49501 2.043742 1.446270 31.64030 0.043086829
## [1] "matrix"
## [1] מסגרות
## Levels: בקרות חשמל כללי מכונות מסגרות
## x1 x2 x3 x4 x5 x6
## r 2 -23.45233 0.05454545 NA 30.33333 0.00000000
## 2 -23.11579 0.05769231 NA 31.04973 0.02361759
## 3 -19.87765 0.05102041 NA 29.60966 -0.02385730
## 4 -16.58522 0.04301075 NA 27.46701 -0.09449415
## 20 -11.05673 0.06818182 NA 32.83061 0.08232774
## [1] "cont fit+"
## summary statistics
## ------
## min: 2 max: 42
## median: 12
## mean: 18.33333
## estimated sd: 18.42462
## estimated skewness: 0.5362714
## estimated kurtosis: 0.7883322
close(f)