Dataset for Residential Energy Consumption and Price
Published in the article "Graph Deep Learning-based Retail Dynamic Pricing for Demand Response"
Settings of appliances:
WORKDAY SETTING IN SPRING
| Appliance |
ELT |
PLT |
LLT |
HDC |
Consumption (kWh) |
Runtime (minute) |
| Oven |
7am |
8am |
9am |
7 |
2.8 |
40 |
| Electric Water Heater |
12pm |
5pm |
5pm |
2 |
6 |
180 |
| Dish Washer |
7pm |
7pm |
10pm |
0 |
3.4 |
120 |
| Clothes Washer |
9am |
9am |
12pm |
1 |
3.4 |
120 |
| Clothes Dryer |
2pm |
3pm |
6pm |
0 |
7.6 |
120 |
| TV |
6pm |
7pm |
9pm |
5 |
3.6 |
180 |
| Cleaner |
9am |
12pm |
4pm |
2 |
3.6 |
168 |
| Humidifier |
0am |
3am |
7am |
6 |
1.8 |
120 |
| Electric Blanket |
7pm |
9pm |
9pm |
2 |
0.6 |
120 |
| Electric Massage Chair |
6pm |
7pm |
8pm |
3 |
2 |
60 |
| Computer |
7pm |
7pm |
9pm |
4 |
3 |
180 |
| Air Cleaner |
9am |
10am |
4pm |
2 |
3 |
180 |
| EV Charger |
0am |
3am |
6am |
0 |
18 |
180 |
WEEKEND SETTING IN SPRING
| Appliance |
ELT |
PLT |
LLT |
HDC |
Consumption (kWh) |
Runtime (minute) |
| Oven |
9am |
10am |
10am |
4 |
2.8 |
40 |
| Electric Water Heater |
2pm |
4pm |
5pm |
1 |
6 |
180 |
| Dish Washer |
7pm |
7pm |
11pm |
0 |
3.4 |
120 |
| Clothes Washer |
6pm |
6pm |
8pm |
0 |
3.4 |
120 |
| Clothes Dryer |
8pm |
8pm |
11pm |
0 |
7.6 |
120 |
| TV |
7pm |
7pm |
9pm |
4 |
3.6 |
180 |
| Cleaner |
10am |
12pm |
6pm |
2 |
3.6 |
168 |
| Humidifier |
0am |
3am |
10am |
6 |
1.8 |
120 |
| Electric Blanket |
9pm |
11pm |
11pm |
2 |
0.6 |
120 |
| Electric Massage Chair |
7pm |
7pm |
9pm |
5 |
2 |
60 |
| Computer |
2pm |
2pm |
6pm |
4 |
3 |
180 |
| Air Cleaner |
10am |
10am |
6pm |
3 |
3 |
180 |
| EV Charger |
2am |
4am |
10am |
0 |
18 |
180 |
WORKDAY SETTING IN SUMMER
| Appliance |
ELT |
PLT |
LLT |
HDC |
Consumption (kWh) |
Runtime (minute) |
| Oven |
6am |
7am |
8am |
8 |
2.8 |
40 |
| Electric Water Heater |
12pm |
5pm |
5pm |
0 |
6 |
180 |
| Dish Washer |
7pm |
7pm |
10pm |
0 |
3.4 |
120 |
| Clothes Washer |
9am |
9am |
12pm |
1 |
3.4 |
120 |
| Clothes Dryer |
2pm |
3pm |
6pm |
0 |
7.6 |
120 |
| TV |
6pm |
7pm |
9pm |
3 |
3.6 |
180 |
| Cleaner |
9am |
12pm |
4pm |
4 |
3.6 |
168 |
| Humidifier |
0am |
3am |
7am |
6 |
1.8 |
120 |
| Electric Blanket |
7pm |
9pm |
9pm |
0 |
0.6 |
120 |
| Electric Massage Chair |
6pm |
7pm |
8pm |
3 |
2 |
60 |
| Computer |
7pm |
7pm |
9pm |
3 |
3 |
180 |
| Air Cleaner |
9am |
10am |
4pm |
4 |
3 |
180 |
| EV Charger |
0am |
3am |
5am |
0 |
18 |
180 |
WEEKEND SETTING IN SUMMER
| Appliance |
ELT |
PLT |
LLT |
HDC |
Consumption (kWh) |
Runtime (minute) |
| Oven |
8am |
9am |
9am |
8 |
2.8 |
40 |
| Electric Water Heater |
2pm |
4pm |
5pm |
1 |
6 |
180 |
| Dish Washer |
7pm |
7pm |
11pm |
0 |
3.4 |
120 |
| Clothes Washer |
6pm |
6pm |
8pm |
0 |
3.4 |
120 |
| Clothes Dryer |
8pm |
8pm |
11pm |
0 |
7.6 |
120 |
| TV |
7pm |
7pm |
9pm |
4 |
3.6 |
180 |
| Cleaner |
10am |
12pm |
6pm |
4 |
3.6 |
168 |
| Humidifier |
0am |
3am |
10am |
6 |
1.8 |
120 |
| Electric Blanket |
9pm |
11pm |
11pm |
0 |
0.6 |
120 |
| Electric Massage Chair |
7pm |
7pm |
9pm |
5 |
2 |
60 |
| Computer |
2pm |
2pm |
6pm |
6 |
3 |
180 |
| Air Cleaner |
10am |
10am |
6pm |
3 |
3 |
180 |
| EV Charger |
3am |
4am |
11am |
0 |
18 |
180 |
WORKDAY SETTING IN AUTUMN
| Appliance |
ELT |
PLT |
LLT |
HDC |
Consumption (kWh) |
Runtime (minute) |
| Oven |
7am |
8am |
9am |
7 |
2.8 |
40 |
| Electric Water Heater |
12pm |
5pm |
5pm |
2 |
6 |
180 |
| Dish Washer |
7pm |
7pm |
10pm |
0 |
3.4 |
120 |
| Clothes Washer |
9am |
9am |
12pm |
1 |
3.4 |
120 |
| Clothes Dryer |
2pm |
3pm |
6pm |
0 |
7.6 |
120 |
| TV |
6pm |
7pm |
9pm |
5 |
3.6 |
180 |
| Cleaner |
9am |
12pm |
4pm |
2 |
3.6 |
168 |
| Humidifier |
0am |
3am |
7am |
6 |
1.8 |
120 |
| Electric Blanket |
7pm |
9pm |
9pm |
2 |
0.6 |
120 |
| Electric Massage Chair |
6pm |
7pm |
8pm |
3 |
2 |
60 |
| Computer |
7pm |
7pm |
9pm |
4 |
3 |
180 |
| Air Cleaner |
9am |
10am |
4pm |
2 |
3 |
180 |
| EV Charger |
0am |
3am |
6am |
0 |
18 |
180 |
WEEKEND SETTING IN AUTUMN
| Appliance |
ELT |
PLT |
LLT |
HDC |
Consumption (kWh) |
Runtime (minute) |
| Oven |
9am |
10am |
10am |
4 |
2.8 |
40 |
| Electric Water Heater |
2pm |
4pm |
5pm |
1 |
6 |
180 |
| Dish Washer |
7pm |
7pm |
11pm |
0 |
3.4 |
120 |
| Clothes Washer |
6pm |
6pm |
8pm |
0 |
3.4 |
120 |
| Clothes Dryer |
8pm |
8pm |
11pm |
0 |
7.6 |
120 |
| TV |
7pm |
7pm |
9pm |
4 |
3.6 |
180 |
| Cleaner |
10am |
12pm |
6pm |
2 |
3.6 |
168 |
| Humidifier |
0am |
3am |
10am |
6 |
1.8 |
120 |
| Electric Blanket |
9pm |
11pm |
11pm |
2 |
0.6 |
120 |
| Electric Massage Chair |
7pm |
7pm |
9pm |
5 |
2 |
60 |
| Computer |
2pm |
2pm |
6pm |
4 |
3 |
180 |
| Air Cleaner |
10am |
10am |
6pm |
3 |
3 |
180 |
| EV Charger |
2am |
4am |
10am |
0 |
18 |
180 |
WORKDAY SETTING IN WINTER
| Appliance |
ELT |
PLT |
LLT |
HDC |
Consumption (kWh) |
Runtime (minute) |
| Oven |
7am |
8am |
9am |
7 |
2.8 |
40 |
| Electric Water Heater |
12pm |
5pm |
5pm |
3 |
6 |
180 |
| Dish Washer |
7pm |
7pm |
10pm |
0 |
3.4 |
120 |
| Clothes Washer |
9am |
9am |
12pm |
2 |
3.4 |
120 |
| Clothes Dryer |
2pm |
3pm |
6pm |
0 |
7.6 |
120 |
| TV |
6pm |
7pm |
9pm |
7 |
3.6 |
180 |
| Cleaner |
9am |
12pm |
4pm |
1 |
3.6 |
168 |
| Humidifier |
0am |
3am |
7am |
5 |
1.8 |
120 |
| Electric Blanket |
7pm |
9pm |
9pm |
4 |
0.6 |
120 |
| Electric Massage Chair |
6pm |
7pm |
8pm |
3 |
2 |
60 |
| Computer |
7pm |
7pm |
9pm |
4 |
3 |
180 |
| Air Cleaner |
9am |
10am |
4pm |
1 |
3 |
180 |
| EV Charger |
0am |
3am |
6am |
0 |
18 |
180 |
WEEKEND SETTING IN WINTER
| Appliance |
ELT |
PLT |
LLT |
HDC |
Consumption (kWh) |
Runtime (minute) |
| Oven |
9am |
10am |
10am |
5 |
2.8 |
40 |
| Electric Water Heater |
2pm |
4pm |
5pm |
3 |
6 |
180 |
| Dish Washer |
7pm |
7pm |
11pm |
0 |
3.4 |
120 |
| Clothes Washer |
6pm |
6pm |
8pm |
0 |
3.4 |
120 |
| Clothes Dryer |
8pm |
8pm |
11pm |
0 |
7.6 |
120 |
| TV |
7pm |
7pm |
9pm |
7 |
3.6 |
180 |
| Cleaner |
10am |
12pm |
6pm |
1 |
3.6 |
168 |
| Humidifier |
0am |
3am |
10am |
5 |
1.8 |
120 |
| Electric Blanket |
9pm |
11pm |
11pm |
8 |
0.6 |
120 |
| Electric Massage Chair |
7pm |
7pm |
9pm |
7 |
2 |
60 |
| Computer |
2pm |
2pm |
6pm |
4 |
3 |
180 |
| Air Cleaner |
10am |
10am |
6pm |
5 |
3 |
180 |
| EV Charger |
2am |
4am |
10am |
0 |
18 |
180 |