IEEE Power & Energy Magazine - May/June 2018 - 59

Consumption/MW

0

0

4

8

4

12

16

20
24
28
Time/30 min
(a)

12 16 20 24 28 32 36 40 44 48
Time/30 min

8

32

0

2

4

6

8

10

12

14

0

36

8

48

0
0

4

8

12

(c)

Clustering Based

SVM Based

12 16 20 24 28 32 36 40 44 48
Time/30 min

44

Real Load

4

40

0.2

0.4

0.6

0.8

1

16

0

2

4

6

8

10

12

0

4

8

32

36

40

44

48

12 16 20 24 28 32 36 40 44 48
Time/30 min

20
24
28
Time/30 min
(b)

figure 4. Clustering-based large consumer load forecasting. (a) Typical normalized electricity consumption patterns. (b) Normalized load profiles with the same
pattern. (c) The forecasting results of three large consumers.

0

2

4

6

8

10

12

14

16

18

20

22

0

0.2

0.4

0.6

0.8

Consumption/MW

1

Consumption/MW

may/june 2018

ieee power & energy magazine

59



Table of Contents for the Digital Edition of IEEE Power & Energy Magazine - May/June 2018

Contents
IEEE Power & Energy Magazine - May/June 2018 - Cover1
IEEE Power & Energy Magazine - May/June 2018 - Cover2
IEEE Power & Energy Magazine - May/June 2018 - Contents
IEEE Power & Energy Magazine - May/June 2018 - 2
IEEE Power & Energy Magazine - May/June 2018 - 3
IEEE Power & Energy Magazine - May/June 2018 - 4
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IEEE Power & Energy Magazine - May/June 2018 - 108
IEEE Power & Energy Magazine - May/June 2018 - Cover3
IEEE Power & Energy Magazine - May/June 2018 - Cover4
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