Workforce Management Issues A discussion of best practices EEI TD&M Conference Charlotte, NC April 19, 2004
Mar 26, 2015
Workforce Management IssuesWorkforce Management Issues
A discussion of best practices
EEI TD&M ConferenceCharlotte, NCApril 19, 2004
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Outages per shift
Staffing per shift
Outage restoration remains a key concern in workforce management
Best practice includes some insightful analyses
Outage restoration remains a key concern in workforce management
Best practice includes some insightful analyses
Pareto (80/20) analysis
CAIDI by time of day
CAIDI by phases of work
CAIDI by concurrent jobs
CAIDI by geography
3
Most utilities staff troublemen to cover all but the worst 12-18 days
They plan to cover the worst days by utilizing additional resources
Most utilities staff troublemen to cover all but the worst 12-18 days
They plan to cover the worst days by utilizing additional resources
Number of outages in one area per shift per day
0
2
4
6
8
10
12
14
1 14 27 40 53 66 79 92 105
118
131
144
157
170
183
196
209
222
235
248
261
274
287
300
313
326
339
352
Days other than official 'storm' days
Out
ages
70 days with no outages
Average: 2 outages/shift/day
27 days with 6 or more outages
Staffing: Enough to handle as much as 7 outages per shift per day in this area
Illustrative
4
Region 1’s staffing can be adjusted to fit the workloadRegion 1’s staffing can be adjusted to fit the workload
0
2
4
6
8
10
12
14
Jo
bs
1
15
29
43
57
71
85
99
11
3
12
7
14
1
15
5
16
9
18
3
19
7
21
1
22
5
23
9
25
3
26
7
28
1
29
5
30
9
32
3
33
7
35
1
Days
3rd Shift
2nd Shift
1st Shift
Region 1 Outages Per Shift Per Day
Days with no outages:
1st 2nd 3rd 30 70 180
Average outages/ shift/ day:
1st 2nd 3rd3 2 1
Days with 6 or more outages: 1st 2nd 3rd 60 30 2
Staffing needed to have less than 18 days (5%) with
jobs that must wait:1st 2nd 3rd
3 3 2
5
Queuing theory says 2 crews are needed to serve 4 jobs per shift
In order to have only a less than 5 percent chance a job must wait
Queuing theory says 2 crews are needed to serve 4 jobs per shift
In order to have only a less than 5 percent chance a job must wait
10%15%
25%
33%
42%
50%
60%
3% 5%8% 10%
14%
1% 2% 3%0%
10%
20%
30%
40%
50%
60%
Ch
ance
th
at a
job
will
wai
t
1 2 3 4 5 6 7
32
1
Jobs per shift
Crews per shift
Based on 90 minute average restoration time without queuing, with Poisson arrival and exponential service time
At 4 jobs per shift, need 2 crews to have only 5% chance that a
job will wait
6
The ‘CAIDI killers’ drive non-storm CAIDI
250 of 6600 outages cause 48 of the 90 minutes
The ‘CAIDI killers’ drive non-storm CAIDI
250 of 6600 outages cause 48 of the 90 minutes
Non-Storm Outages
0
10
20
30
40
50
60
70
80
90
100
0%
5%
10
%
15
%
20
%
25
%
30
%
35
%
40
%
45
%
50
%
55
%
60
%
65
%
70
%
75
%
80
%
85
%
90
%
95
%
10
0%
% of total outage jobsexcludes storms, events w ith 0 customer minutes and events w ith durations <5 minutes
Co
ntr
ibu
tio
n t
o C
AID
I (m
inu
tes
)
250 of 6600 outages
or 4 percent
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Outage workload varies considerably by time of day, but...Outage workload varies considerably by time of day, but...
0
100
200
300
400
500
600
700
Ou
tag
es
Mid
nite 1 2 3 4 5 6 7 8 9
10
11
No
on 1 2 3 4 5 6 7 8 9
10
11
Outages by Start Time of Outage
8
...CAIDI is more level, although some problem areas exist
At change to 2nd shift, midnight, and pre-dawn
...CAIDI is more level, although some problem areas exist
At change to 2nd shift, midnight, and pre-dawn
0
20
40
60
80
100
120
140
CA
IDI (
Min
ute
s)
Mid
nite 1 2 3 4 5 6 7 8 9
10
11
No
on 1 2 3 4 5 6 7 8 9
10
11
CAIDI by Start Time of Outage
9
It’s important to know which phase of the work is driving CAIDIIt’s important to know which phase of the work is driving CAIDI
Problem/Opportunity
• Inaccurate casing can waste resources, sending troublemen to the wrong site
• Manual casing can lag behind in storms, delaying dispatch
• Alarms can assist in knowing when a breaker or major recloser is locked out
• Certain outage data is not available (casing time, drive time, dispatch time, etc.)
Repair & restore
Repair dispatch
Switch & restore
Patrol & diagnose
Drive time
Trouble dispatch
Outage analysis
Potential Solution
• Our interviews indicated this is not a problem here
• The new outage management system will help automate casing
• Many stations have nothing more than a station alarm for any cause. Specific alarms would help
• Technology improvements like AMR, new OMS, and mobile data will provide new data
10
Region 1 CAIDI suffers when jobs pile up in the 2nd shiftRegion 1 CAIDI suffers when jobs pile up in the 2nd shift
0
50
100
150
200
250
300
350
400
CA
IDI (
min
ute
s)
1 2 3 4 5
Jobs Outstanding
1st Shift
3rd Shift
2nd Shift
Region 1 CAIDI
2nd shift has a problem with more than 3
concurrent jobs
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NEW JERSEY
PHILADELPHIA
TRENTON
CAMDEN
READING
WILMINGTON
CHERRY HILL
BRICK TOWNSHIP
LEVITTOWN
EAST BRUNSWICK
CHESTER
WILLINGBORO
PENNSAUKEN
EWING
NORTH BRUNSWICK TOWNSHIP
NORRISTOWN
76
195
176
495
476
95
295
276
295
95
95
676
76
9
30
222
30
40
130
322
1
206
322
206
202222
9
202
422
13
1
30B
422 130
2
13
13B
322
Many of the CAIDI killers are in the 13kV ‘ring’ around the cityMany of the CAIDI killers are in the 13kV ‘ring’ around the city
Red - 3 to 10 Outages Dark Blue = 2 Outages Yellow = 1 Outage
(Based on CAIDI killer outages per substation mapped by zipcode)
Especially some of the substations just west of the Schuylkill and just
north of downtown
Especially some of the substations just west of the river and just north
of downtown
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Questions and answersQuestions and answers
Daniel E. O’Neill | Director
404-816-5647