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Structural Health Monitoring Using Smart Sensors - ideals ...

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4. Battery powered<br />

<strong>Smart</strong> sensors are frequently powered by local batteries, particularly when other<br />

power sources are not easily reached. Even when power is available, such as in a building,<br />

tethering a large number of smart sensors to power sources is expensive and reduces the<br />

merits of wireless communication. There have been several attempts to harvest energy at<br />

sensor nodes locally, for example, from mechanical vibration (Rahimi et al., 2003).<br />

Vibration energy for civil infrastructure is, however, typically contained in the low<br />

frequency range, where electric energy is difficult to harvest. Currently available smart<br />

sensors rely on the local battery power supply, which has finite capacity and finite life.<br />

Because replacing or recharging batteries in smart sensors installed on a structure may not<br />

be a trivial task, power saving is a major concern. This finite energy source problem<br />

imposes a strict constraint.<br />

5. Low cost<br />

<strong>Smart</strong> sensors primarily composed of MEMS and other integrated circuits (IC) have<br />

the potential to be produced at a low cost as well as being small in size. This feature of<br />

smart sensors, combined with inexpensive installation cost due to wireless<br />

communication, enables numerous smart sensors to be densely distributed over civil<br />

infrastructure, thus offering the potential to capture the structure's state in detail, and<br />

drawing us closer to realizing the dream of ubiquitous sensing.<br />

2.1.2 <strong>Smart</strong> sensors to date<br />

Some of the first efforts in developing smart sensors for application to civil<br />

engineering structures were presented by Straser and Kiremidjian (1996, 1998) and<br />

Kiremidjian et al. (1997). In their work, a wireless sensor unit was constructed consisting<br />

of a microprocessor, radio modem, data storage, and batteries. To reduce the battery<br />

consumption, the smart sensor could be either in a waiting mode or an operational mode.<br />

Since these first efforts, numerous researchers have developed smart sensing platforms.<br />

Lynch and Loh (2006) cited over 150 papers on wireless sensor networks for SHM<br />

conducted at over 50 research institutes worldwide. These platforms can be grouped into<br />

two primary categories: proprietary and nonproprietary<br />

Many proprietary platforms have been developed by individual research groups,<br />

including the work of Straser and Kiremidjian. Other examples include Mason et al.<br />

(1995), Bult et al. (1996), Agre et al. (1999), Aoki et al. (2003), Basheer et al. (2003),<br />

Kawahara et al. (2003), Kottapalli et al. (2003), Shinozuka (2003), Wang et al. (2003),<br />

Casciati et al. (2004), Sazonov et al. (2004), Farrar et al. (2005), and Lynch (2006), all of<br />

whom designed their smart sensor hardware using commercial-off-the-shelf (COTS)<br />

components. Each of these papers cited shortcomings in previously developed smart<br />

sensors as motivation for the development of their own hardware. While the individual<br />

researchers advanced the state-of-the-art in smart sensor technology, progress was slow<br />

due to the lack of coordination and leveraging of efforts.<br />

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