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Development of an Improved Scheduling Algorithm for Lab Test Operations on a Small-Size Bio Robot Platform

机译:在小型生物机器人平台上进行实验室测试操作的改进调度算法的开发

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Blood tests are one of the core processes in the clinical laboratory test field. In hospitals, an automated process called total laboratory automation (TLA), which relies on a set of sophisticated equipment, is normally adopted for the tests. Noting that the TLA system typically has a large footprint and requires a significant amount of power, slim, and easy-to-move blood test equipment is necessary for some specific demands such as emergency rooms or small-size local clinics. Although various portable blood test systems are introduced and popularly used in many labs, the test processes of these systems are not usually flexible. In the present work, a new scheduling algorithm called reduced idle time (RIT) is developed for a small-scale portable Bio Robot platform. The RIT can successfully handle a series of components of the Bio Robot such as a liquid handler, six incubators, a newly developed spectrophotometer, and a robot arm. It also shows an enhanced effectiveness in terms of the testing time reduction when it is tested with the developed robot platform. Additionally, the RIT' shows a fairly flexible capability to accommodate new incoming samples that might interrupt an on-going process and requires an immediate rescheduling.
机译:血液测试是临床实验室测试领域的核心过程之一。在医院中,通常采用一种依赖于一套复杂设备的称为总实验室自动化(TLA)的自动化流程进行测试。请注意,TLA系统通常具有较大的占地面积,并且需要大量的动力,因此对于某些特定的需求(例如急诊室或小型本地诊所),苗条且易于移动的血液检测设备必不可少。尽管引入了各种便携式血液测试系统并在许多实验室中广泛使用,但是这些系统的测试过程通常并不灵活。在当前的工作中,为小型便携式生物机器人平台开发了一种称为减少空闲时间(RIT)的新调度算法。 RIT可以成功处理生物机器人的一系列组件,例如液体处理器,六个培养箱,新开发的分光光度计和机器人手臂。当使用开发的机器人平台进行测试时,它在减少测试时间方面也显示出更高的有效性。此外,RIT'显示了相当灵活的功能,可以容纳可能中断正在进行的过程并需要立即重新计划的新进样。

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