diff --git a/docs/tutorial-code/min-max-timeslice-constraints/1-min-constraint/technodata/power/TechnodataTimeslices.csv b/docs/tutorial-code/min-max-timeslice-constraints/1-min-constraint/technodata/power/TechnodataTimeslices.csv
index ea9f7dbc4..3966b82f1 100644
--- a/docs/tutorial-code/min-max-timeslice-constraints/1-min-constraint/technodata/power/TechnodataTimeslices.csv
+++ b/docs/tutorial-code/min-max-timeslice-constraints/1-min-constraint/technodata/power/TechnodataTimeslices.csv
@@ -1,14 +1,14 @@
-ProcessName,RegionName,Time,ObjSort,month,day,hour,UtilizationFactor,MinimumServiceFactor
-Unit,-,Year,-,-,-,-,-,-
-gasCCGT,R1,2020,upper,all-year,all-week,night,1,0.2
-gasCCGT,R1,2020,upper,all-year,all-week,morning,1,0.4
-gasCCGT,R1,2020,upper,all-year,all-week,afternoon,1,0.6
-gasCCGT,R1,2020,upper,all-year,all-week,early-peak,1,0.4
-gasCCGT,R1,2020,upper,all-year,all-week,late-peak,1,0.8
-gasCCGT,R1,2020,upper,all-year,all-week,evening,1,1
-windturbine,R1,2020,upper,all-year,all-week,night,1,0
-windturbine,R1,2020,upper,all-year,all-week,morning,1,0
-windturbine,R1,2020,upper,all-year,all-week,afternoon,1,0
-windturbine,R1,2020,upper,all-year,all-week,early-peak,1,0
-windturbine,R1,2020,upper,all-year,all-week,late-peak,1,0
-windturbine,R1,2020,upper,all-year,all-week,evening,1,0
+ProcessName,RegionName,Time,month,day,hour,UtilizationFactor,MinimumServiceFactor
+Unit,-,Year,-,-,-,-,-
+gasCCGT,R1,2020,all-year,all-week,night,1,0.2
+gasCCGT,R1,2020,all-year,all-week,morning,1,0.4
+gasCCGT,R1,2020,all-year,all-week,afternoon,1,0.6
+gasCCGT,R1,2020,all-year,all-week,early-peak,1,0.4
+gasCCGT,R1,2020,all-year,all-week,late-peak,1,0.8
+gasCCGT,R1,2020,all-year,all-week,evening,1,1
+windturbine,R1,2020,all-year,all-week,night,1,0
+windturbine,R1,2020,all-year,all-week,morning,1,0
+windturbine,R1,2020,all-year,all-week,afternoon,1,0
+windturbine,R1,2020,all-year,all-week,early-peak,1,0
+windturbine,R1,2020,all-year,all-week,late-peak,1,0
+windturbine,R1,2020,all-year,all-week,evening,1,0
diff --git a/docs/tutorial-code/min-max-timeslice-constraints/2-max-constraint/technodata/power/TechnodataTimeslices.csv b/docs/tutorial-code/min-max-timeslice-constraints/2-max-constraint/technodata/power/TechnodataTimeslices.csv
index 97c5bbe97..d90946fca 100644
--- a/docs/tutorial-code/min-max-timeslice-constraints/2-max-constraint/technodata/power/TechnodataTimeslices.csv
+++ b/docs/tutorial-code/min-max-timeslice-constraints/2-max-constraint/technodata/power/TechnodataTimeslices.csv
@@ -1,14 +1,14 @@
-ProcessName,RegionName,Time,ObjSort,month,day,hour,UtilizationFactor,MinimumServiceFactor
-Unit,-,Year,-,-,-,-,-,-
-gasCCGT,R1,2020,upper,all-year,all-week,night,1,0.2
-gasCCGT,R1,2020,upper,all-year,all-week,morning,1,0.4
-gasCCGT,R1,2020,upper,all-year,all-week,afternoon,1,0.6
-gasCCGT,R1,2020,upper,all-year,all-week,early-peak,1,0.4
-gasCCGT,R1,2020,upper,all-year,all-week,late-peak,1,0.8
-gasCCGT,R1,2020,upper,all-year,all-week,evening,1,1
-windturbine,R1,2020,upper,all-year,all-week,night,1,0
-windturbine,R1,2020,upper,all-year,all-week,morning,0.5,0
-windturbine,R1,2020,upper,all-year,all-week,afternoon,0.5,0
-windturbine,R1,2020,upper,all-year,all-week,early-peak,1,0
-windturbine,R1,2020,upper,all-year,all-week,late-peak,1,0
-windturbine,R1,2020,upper,all-year,all-week,evening,1,0
+ProcessName,RegionName,Time,month,day,hour,UtilizationFactor,MinimumServiceFactor
+Unit,-,Year,-,-,-,-,-
+gasCCGT,R1,2020,all-year,all-week,night,1,0.2
+gasCCGT,R1,2020,all-year,all-week,morning,1,0.4
+gasCCGT,R1,2020,all-year,all-week,afternoon,1,0.6
+gasCCGT,R1,2020,all-year,all-week,early-peak,1,0.4
+gasCCGT,R1,2020,all-year,all-week,late-peak,1,0.8
+gasCCGT,R1,2020,all-year,all-week,evening,1,1
+windturbine,R1,2020,all-year,all-week,night,1,0
+windturbine,R1,2020,all-year,all-week,morning,0.5,0
+windturbine,R1,2020,all-year,all-week,afternoon,0.5,0
+windturbine,R1,2020,all-year,all-week,early-peak,1,0
+windturbine,R1,2020,all-year,all-week,late-peak,1,0
+windturbine,R1,2020,all-year,all-week,evening,1,0
diff --git a/src/muse/data/example/default_timeslice/technodata/power/TechnodataTimeslices.csv b/src/muse/data/example/default_timeslice/technodata/power/TechnodataTimeslices.csv
index a9b9e06bc..23037f99b 100644
--- a/src/muse/data/example/default_timeslice/technodata/power/TechnodataTimeslices.csv
+++ b/src/muse/data/example/default_timeslice/technodata/power/TechnodataTimeslices.csv
@@ -1,14 +1,14 @@
-ProcessName,RegionName,Time,ObjSort,month,day,hour,UtilizationFactor,MinimumServiceFactor
-Unit,-,Year,-,-,-,-,-,-
-gasCCGT,R1,2020,upper,all-year,all-week,night,1,0
-gasCCGT,R1,2020,upper,all-year,all-week,morning,1,0
-gasCCGT,R1,2020,upper,all-year,all-week,afternoon,1,0
-gasCCGT,R1,2020,upper,all-year,all-week,early-peak,1,0
-gasCCGT,R1,2020,upper,all-year,all-week,late-peak,1,0
-gasCCGT,R1,2020,upper,all-year,all-week,evening,1,0
-windturbine,R1,2020,upper,all-year,all-week,night,1,0
-windturbine,R1,2020,upper,all-year,all-week,morning,1,0
-windturbine,R1,2020,upper,all-year,all-week,afternoon,1,0
-windturbine,R1,2020,upper,all-year,all-week,early-peak,1,0
-windturbine,R1,2020,upper,all-year,all-week,late-peak,1,0
-windturbine,R1,2020,upper,all-year,all-week,evening,1,0
+ProcessName,RegionName,Time,month,day,hour,UtilizationFactor,MinimumServiceFactor
+Unit,-,Year,-,-,-,-,-
+gasCCGT,R1,2020,all-year,all-week,night,1,0
+gasCCGT,R1,2020,all-year,all-week,morning,1,0
+gasCCGT,R1,2020,all-year,all-week,afternoon,1,0
+gasCCGT,R1,2020,all-year,all-week,early-peak,1,0
+gasCCGT,R1,2020,all-year,all-week,late-peak,1,0
+gasCCGT,R1,2020,all-year,all-week,evening,1,0
+windturbine,R1,2020,all-year,all-week,night,1,0
+windturbine,R1,2020,all-year,all-week,morning,1,0
+windturbine,R1,2020,all-year,all-week,afternoon,1,0
+windturbine,R1,2020,all-year,all-week,early-peak,1,0
+windturbine,R1,2020,all-year,all-week,late-peak,1,0
+windturbine,R1,2020,all-year,all-week,evening,1,0