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Overexposure to hand transmitted vibrations (HTVs) from prolonged use of vibrating power tools can result in severe injuries. By monitoring the exposure of a worker to HTVs, overexposure, and injury, can be mitigated. An ideal HTV-monitoring system would measure vibration were it enters the body, which for many power tools will be the palm and fingers, however this is difficult to achieve using conventional transducers as they will affect the comfort of the user and subsequently alter the way that the tool is held. By embedding a transducer within the core of a textile yarn, that can be used to produce a glove, vibration can be monitored close to where it enters the body without compromising the comfort of the user. This work presents a vibration-sensing electronic yarn that was created by embedding a commercially available accelerometer within the structure of a yarn. These yarns were subsequently used to produce a vibration-sensing glove. The purpose of this study is to characterize the response of the embedded accelerometer over a range of relevant frequencies and vibration amplitudes at each stage of the electronic yarn's manufacture to understand how the yarn structure influences the sensors response. The vibration-sensing electronic yarn was subsequently incorporated into a fabric sample and characterized. Finally, four vibration-sensing electronic yarns were used to produce a vibration-sensing glove that is capable of monitoring vibration at the palm and index finger.
Assuntos
Têxteis , Vibração , Eletrônica , Luvas Protetoras , MãosRESUMO
Falls can be detrimental to the quality of life of older people, and therefore the ability to detect falls is beneficial, especially if the person is living alone and has injured themselves. In addition, detecting near falls (when a person is imbalanced or stumbles) has the potential to prevent a fall from occurring. This work focused on the design and engineering of a wearable electronic textile device to monitor falls and near-falls and used a machine learning algorithm to assist in the interpretation of the data. A key driver behind the study was to create a comfortable device that people would be willing to wear. A pair of over-socks incorporating a single motion sensing electronic yarn each were designed. The over-socks were used in a trial involving 13 participants. The participants performed three types of activities of daily living (ADLs), three types of falls onto a crash mat, and one type of near-fall. The trail data was visually analyzed for patterns, and a machine learning algorithm was used to classify the data. The developed over-socks combined with the use of a bidirectional long short-term memory (Bi-LSTM) network have been shown to be able to differentiate between three different ADLs and three different falls with an accuracy of 85.7%, ADLs and falls with an accuracy of 99.4%, and ADLs, falls, and stumbles (near-falls) with an accuracy of 94.2%. In addition, results showed that the motion sensing E-yarn only needs to be present in one over-sock.
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Electronically active yarn (E-yarn) pioneered by the Advanced Textiles Research Group of Nottingham Trent University contains a fine conductive copper wire soldered onto a package die, micro-electro-mechanical systems device or flexible circuit. The die or circuit is then held within a protective polymer packaging (micro-pod) and the ensemble is inserted into a textile sheath, forming a flexible yarn with electronic functionality such as sensing or illumination. It is vital to be able to wash E-yarns, so that the textiles into which they are incorporated can be treated as normal consumer products. The wash durability of E-yarns is summarized in this publication. Wash tests followed a modified version of BS EN ISO 6330:2012 procedure 4N. It was observed that E-yarns containing only a fine multi-strand copper wire survived 25 cycles of machine washing and line drying; and between 5 and 15 cycles of machine washing followed by tumble-drying. Four out of five temperature sensing E-yarns (crafted with thermistors) and single pairs of LEDs within E-yarns functioned correctly after 25 cycles of machine washing and line drying. E-yarns that required larger micro-pods (i.e., 4 mm diameter or 9 mm length) were less resilient to washing. Only one out of five acoustic sensing E-yarns (4 mm diameter micro-pod) operated correctly after 20 cycles of washing with either line drying or tumble-drying. Creating an E-yarn with an embedded flexible circuit populated with components also required a relatively large micro-pod (diameter 0.93 mm, length 9.23 mm). Only one embedded circuit functioned after 25 cycles of washing and line drying. The tests showed that E-yarns are suitable for inclusion in textiles that require washing, with some limitations when larger micro-pods were used. Reduction in the circuit's size and therefore the size of the micro-pod, may increase wash resilience.
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INTRODUCTION: Oral nutritional supplements may have a role in the management of weight loss in patients with cancer. Information on preference for different types of nutritional supplements and the influence of taste changes and chemotherapy is limited. AIMS AND METHODS: This study aimed, in patients with gastrointestinal (GI) cancer, to determine the short-term preference for commonly used nutritional supplements compared with controls, to examine whether preference is altered by chemotherapy and to assess the reproducibility of taste assessments conducted using a Visual Analogue Scale (VAS). Patients with GI cancer and controls were asked to rate the acceptability of three oral nutritional supplements on a VAS before starting chemotherapy and after 6 weeks of chemotherapy. Supplements were presented in a random order in sealed containers and subjects were blinded to the type of product. One supplement was repeated at random within each set (four cups) to assess the reproducibility of responses. RESULTS: Sixty patients and 63 controls were included in the study, 47 patients and 47 controls were available for follow-up. Before the start of chemotherapy, patients had a higher mean preference for Calshake (5.9 cm) than Ensure plus (5.1 cm) and Fortijuce (3.2 cm) (P=0.025 and P<0.001). Calshake was the most preferred supplement in the control group (mean 6.6 cm), with no significant differences in preferences between patients and controls. There were no changes in preference for patients after 6 weeks of chemotherapy. The results for the control group similarly showed no change after 6 weeks. No significant differences were found between scores assigned to the supplement repeated in the random order for any product at either timepoint. DISCUSSION: Patients with GI cancers prefer the taste of fresh milk-based supplements and short-term preferences are not changed by chemotherapy. Preferences are similar between patients with GI cancers and people without cancer. A VAS is a reliable tool to assess taste preference. Further studies are needed to assess the patient compliance over longer periods and the reasons for non-compliance with prescriptions for nutritional supplements.