This model was incorporated into a thermal\/electric model to fully characterize all of the inputs to the system.\u00a0 The resolution of the force-sensor is a function of the noise from the strain-sensors, the noise in the electronics, the thermomechanical noise, and the sensitivity of the strain-sensors to a force input.\u00a0 Based on this model, the dominant noise sources are identified and the sensor system is optimized to reduce these noise sources.\u00a0 The thermal\/electric model is also used to determine the major factors limiting accuracy of the force-sensor.\u00a0 In most cases, the drifts in both the electronics and sensors caused by fluctuations in room temperature were the major sources of accuracy errors.\u00a0 Therefore, an environmental enclosure with closed-loop control over temperature was designed to reduce the thermal variation.\u00a0 Overall, the final design of the force sensor is capable of producing sub-nanoNewton-resolution force measurements with nanoNewton-level accuracy.<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"
Multi-axis force-sensing at the micro-scale is necessary for a wide range of applications in biology, materials science, and nanomanufacturing.\u00a0 A…<\/p>\n<\/div>","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[29],"tags":[4188,4187],"_links":{"self":[{"href":"https:\/\/wpmu2.mit.local\/wp-json\/wp\/v2\/posts\/1715"}],"collection":[{"href":"https:\/\/wpmu2.mit.local\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wpmu2.mit.local\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wpmu2.mit.local\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/wpmu2.mit.local\/wp-json\/wp\/v2\/comments?post=1715"}],"version-history":[{"count":2,"href":"https:\/\/wpmu2.mit.local\/wp-json\/wp\/v2\/posts\/1715\/revisions"}],"predecessor-version":[{"id":1719,"href":"https:\/\/wpmu2.mit.local\/wp-json\/wp\/v2\/posts\/1715\/revisions\/1719"}],"wp:attachment":[{"href":"https:\/\/wpmu2.mit.local\/wp-json\/wp\/v2\/media?parent=1715"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wpmu2.mit.local\/wp-json\/wp\/v2\/categories?post=1715"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wpmu2.mit.local\/wp-json\/wp\/v2\/tags?post=1715"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}