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Online proceedings - EDA Publishing Association

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Power monitoring data detected by wireless sensor nodes<br />

was analyzed in individual stores. The result obtained in one<br />

store was summarized in Fig. 5, showing the result of power<br />

profiling of CVS. Horizontal axis presents day’s average<br />

temperature in Tachikawa area (in the center in terms of<br />

north and south and a little west of Tokyo Metropolitan area).<br />

Power consumption of display cooler and freezers and<br />

air-conditioning changed largely with temperature. More<br />

detail, power consumption of display cooler increases in a<br />

parabolas fashion with increasing temperature. That of<br />

air-conditioning shows minimum around 15 degree in spring<br />

and autumn season. These changes cause this trend of total<br />

power consumption of CVS against average temperature.<br />

On the contrary, power consumption of equipment worked<br />

by “single-phase AC” and some equipment worked by<br />

“three-phase AC” kept almost constant with temperature<br />

changes. There is a lot of equipment worked by single-phase<br />

AC. As shown in Fig.6, the equipment used on shop counter,<br />

such as heating food and coffee machine, and lighting shows<br />

large contribution to total power consumption. It can be<br />

assumed that power consumption of single-phase AC shows<br />

similar values due to day’s temperature.<br />

Single-phase AC (200V)<br />

Wireless<br />

Sensor Nodes<br />

Three-phase AC (200V)<br />

11-13 <br />

May 2011, Aix-en-Provence, France<br />

<br />

Power Consumption kWh/day<br />

Though the equipment of store H is older than that of store J,<br />

power consumption of store H shows similar changes with<br />

the store J. This is because store H has good installation<br />

environment of outdoor-unit. On the contrary, the oldest<br />

equipment of store F shows different changes with other<br />

stores. This may be caused by degradation of equipment and<br />

characteristic with non-invertor.<br />

Store G<br />

Microwave<br />

Lighting<br />

(shop, name board)<br />

Water heater<br />

Lighting<br />

(equipment)<br />

Heating food,<br />

Coffee-machine etc.<br />

Fig. 6. Power consumption of individual equipment in single-phase AC.<br />

.<br />

300<br />

250<br />

200<br />

150<br />

100<br />

50<br />

Display Cooler and Freezers (Walk-in Type)<br />

2000/8(6horsepower,6doors)<br />

Deteriorated equipment<br />

Different environment “outdoor-unit”<br />

2005/8(6horsepower,6doors)<br />

Energy-saving equipment<br />

2006/8(6horsepower,7doors)<br />

ATM<br />

2005/4<br />

(6horsepower,7doors)<br />

東 D文 化<br />

武 F蔵 砂 川<br />

多 G摩 関 戸<br />

砂 J 川<br />

矢 H野 口<br />

2010/3(8horsepower,7doors)<br />

Fig. 4. Example of sensor installation.<br />

0<br />

0 5 10 15 20 25 30<br />

Average Temperature ℃/ day<br />

Fig. 7. Estimate cause of power difference between stores.<br />

Power Consumption kWh/day<br />

900<br />

800<br />

700<br />

600<br />

500<br />

400<br />

300<br />

200<br />

100<br />

0<br />

Winter Spring/Autumn Summer<br />

For heating<br />

Air-conditioning<br />

Display cooler and freezers<br />

Ice-cream, Fryer, etc.<br />

Single-Phase AC(200V)<br />

1 6 11 16 21 26 31<br />

Average Temperature ℃/ day<br />

Fig. 5. Schematic power consumption in CVS.<br />

Three-phase AC (200V)<br />

Fig. 7 shows both fitted curve of individual stores and<br />

features of equipment which are installation date and<br />

performance. The latest equipment in store J shows low<br />

power consumption. As the equipment gets older in store D,<br />

F & G, curves shift direction to larger values without store H.<br />

IV. SUMMARY<br />

We have applied prototypes of wireless sensor nodes and<br />

network system to monitoring the power consumption of<br />

equipment in convenience stores as one of the important<br />

applications for commercial power monitoring. The<br />

prototype of sensor node is a wireless current clamp-on type<br />

probes integrated with a thermometer and the system enables<br />

simultaneous monitoring of 50 power lines. Using the sensor<br />

nodes and system, power consumption monitoring of 10<br />

convenience stores has been successfully demonstrated. It<br />

has been found that for this application, besides the low cost<br />

of sensor systems, ease of installation and undisturbed<br />

environment in setting monitoring system were strongly<br />

required. For achieving these properties and the low cost of<br />

sensor systems, it would be necessary to have wireless and<br />

non-battery system, small size sensor nodes.<br />

ACKNOWLEDGMENT<br />

The authors thank Seven-Eleven Japan Co., Ltd. for the<br />

assistance of the power monitoring experiment in the stores.<br />

229

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