54
Internet of Things (IoT)
0
500
1,000
1,500
2,500
2,000
1
2
3
4
5
6
7
8
9
10 11 12 13 14 15 16 17 18 19 20 21
Households
Energy_exp_member
Energy_cons_member-predicted
Energy_exp_persqft-predicted
Energy_cons_persqft-predicted
Energy_exp_total-predicted
Energy_exp_households-predicted
Energy_exp_member-predicted
Energy_exp_persqft
Future forecast for: households, members, floor_space, energy_cons_households, energy_cons_member, energy_cons_persqft,
energy_exp_total, energy_exp_member, energy_exp_persqft
Households-predicted
M embers-predicted
Floor_space-predicted
Energy_cons_total-predicted
Energy_cons_
Members
Floor_space
Energy_cons_total
Energy_cons_households
Energy_cons_member
Energy_cons_persqt
Energy_exp_total
FIGURE 3.6
RECS data future predictions for all attributes.
TABLE 3.2
Energy Consumption Based on Census Region and Division
Census Region
and Division
US_
House_
Hold
Number of
Members
per
Household
Floor
Space per
Household
Total
EC_USA
EC_per
Household
EC_per
House
Member
EC_per
Square
Foot
Northeast
20.6
2.56
2,334
2.52
122.2
47.7
52.4
New England
5.5
2.34
2,472
0.71
129.3
55.3
52.3
Middle Atlantic
15.1
2.64
2,284
1.81
119.7
45.3
52.4
Midwest
25.6
2.47
2,421
2.91
113.5
46.0
46.9
East North Central
17.7
2.49
2,483
2.09
117.7
47.3
47.4
West North Central
7.9
2.43
2,281
0.82
104.1
42.9
45.7
South
40.7
2.52
2,161
3.25
79.8
31.6
37.0
South Atlantic
21.7
2.50
2,243
1.65
76.1
30.4
33.9
East South Central
6.9
2.42
2,137
0.60
87.3
36.1
40.9
West South Central
12.1
2.62
2,028
1.00
82.4
31.4
40.6
West
24.2
2.76
1,784
1.87
77.4
28.1
43.4
Mountain
7.6
2.67
1,951
0.68
89.8
33.7
46.0
Pacific
16.6
2.80
1,708
1.19
71.8
25.7
42.0
TABLE 3.3
Energy Consumption Based on Populated State of United States
Most
Populated
State
US_
House_
Hold
Number
of Members
per
Household
Floor
Space per
Household
Total
EC_USA
EC_per
Household
EC_per
House
Member
EC_per
Square
Foot
New York
7.1
2.72
1,961
0.84
118.2
43.5
60.3
Florida
7.0
2.51
1,869
0.42
60.0
23.9
32.1
Texas
8.0
2.76
2,168
0.65
81.5
29.5
37.6
California
12.1
2.75
1,607
0.81
67.1
24.4
41.7
All other states
76.9
2.51
2,307
7.82
101.8
40.5
44.1
Internet of Things (IoT)
0
500
1,000
1,500
2,500
2,000
1
2
3
4
5
6
7
8
9
10 11 12 13 14 15 16 17 18 19 20 21
Households
Energy_exp_member
Energy_cons_member-predicted
Energy_exp_persqft-predicted
Energy_cons_persqft-predicted
Energy_exp_total-predicted
Energy_exp_households-predicted
Energy_exp_member-predicted
Energy_exp_persqft
Future forecast for: households, members, floor_space, energy_cons_households, energy_cons_member, energy_cons_persqft,
energy_exp_total, energy_exp_member, energy_exp_persqft
Households-predicted
M embers-predicted
Floor_space-predicted
Energy_cons_total-predicted
Energy_cons_
Members
Floor_space
Energy_cons_total
Energy_cons_households
Energy_cons_member
Energy_cons_persqt
Energy_exp_total
FIGURE 3.6
RECS data future predictions for all attributes.
TABLE 3.2
Energy Consumption Based on Census Region and Division
Census Region
and Division
US_
House_
Hold
Number of
Members
per
Household
Floor
Space per
Household
Total
EC_USA
EC_per
Household
EC_per
House
Member
EC_per
Square
Foot
Northeast
20.6
2.56
2,334
2.52
122.2
47.7
52.4
New England
5.5
2.34
2,472
0.71
129.3
55.3
52.3
Middle Atlantic
15.1
2.64
2,284
1.81
119.7
45.3
52.4
Midwest
25.6
2.47
2,421
2.91
113.5
46.0
46.9
East North Central
17.7
2.49
2,483
2.09
117.7
47.3
47.4
West North Central
7.9
2.43
2,281
0.82
104.1
42.9
45.7
South
40.7
2.52
2,161
3.25
79.8
31.6
37.0
South Atlantic
21.7
2.50
2,243
1.65
76.1
30.4
33.9
East South Central
6.9
2.42
2,137
0.60
87.3
36.1
40.9
West South Central
12.1
2.62
2,028
1.00
82.4
31.4
40.6
West
24.2
2.76
1,784
1.87
77.4
28.1
43.4
Mountain
7.6
2.67
1,951
0.68
89.8
33.7
46.0
Pacific
16.6
2.80
1,708
1.19
71.8
25.7
42.0
TABLE 3.3
Energy Consumption Based on Populated State of United States
Most
Populated
State
US_
House_
Hold
Number
of Members
per
Household
Floor
Space per
Household
Total
EC_USA
EC_per
Household
EC_per
House
Member
EC_per
Square
Foot
New York
7.1
2.72
1,961
0.84
118.2
43.5
60.3
Florida
7.0
2.51
1,869
0.42
60.0
23.9
32.1
Texas
8.0
2.76
2,168
0.65
81.5
29.5
37.6
California
12.1
2.75
1,607
0.81
67.1
24.4
41.7
All other states
76.9
2.51
2,307
7.82
101.8
40.5
44.1