Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/95030
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dc.contributorDepartment of Mechanical Engineeringen_US
dc.creatorHuang, Ken_US
dc.creatorCui, Zen_US
dc.creatorLai, Jen_US
dc.creatorLu, Ben_US
dc.creatorChu, HKen_US
dc.date.accessioned2022-09-13T00:56:54Z-
dc.date.available2022-09-13T00:56:54Z-
dc.identifier.issn1545-5955en_US
dc.identifier.urihttp://hdl.handle.net/10397/95030-
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineersen_US
dc.rights© 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en_US
dc.rightsThe following publication K. Huang, Z. Cui, J. Lai, B. Lu and H. K. Chu, "Optimization of a Single-Particle Micropatterning System With Robotic nDEP-Tweezers," in IEEE Transactions on Automation Science and Engineering, vol. 19, no. 2, pp. 818-832, April 2022 is available at https://doi.org/10.1109/TASE.2021.3062064en_US
dc.subjectAutomatic controlen_US
dc.subjectBiomedical optical imagingen_US
dc.subjectDielectrophoresis (DEP)en_US
dc.subjectElectrodesen_US
dc.subjectForceen_US
dc.subjectGlassen_US
dc.subjectIntegrated circuitsen_US
dc.subjectMicro and nano scalesen_US
dc.subjectMicromanipulationen_US
dc.subjectMicropatterning.en_US
dc.subjectOptical polarizationen_US
dc.subjectSubstratesen_US
dc.titleOptimization of a single-particle micropatterning system with robotic nDEP-tweezersen_US
dc.typeJournal/Magazine Articleen_US
dc.identifier.spage818en_US
dc.identifier.epage832en_US
dc.identifier.volume19en_US
dc.identifier.issue2en_US
dc.identifier.doi10.1109/TASE.2021.3062064en_US
dcterms.abstractIn this study, a system of automatic microparticle patterning that could enable the separation, trapping, and translation of single microbeads in liquid suspension using negative dielectrophoresis (DEP) tweezers was presented to form a single-bead pattern. A microchip with integrated electrodes was flipped and placed above the substrate through a micromanipulator. Microparticles laying on the substrate could be displaced to different positions relative to the electrodes on the microchip, and only the selected particles would be trapped by the electric fields generated from electrodes. Vision-based approaches were used to evaluate the necessary information, such as the gap distance and the positions of electrodes and microparticles in the image. A strategy for separating nearby particles was proposed to achieve single-bead patterning with high accuracy. A controller was used to guide the microparticles toward the position for trapping while avoiding flow disturbance. Different strategies were simulated to decrease the patterning time and find the minimum traveling distance and the best route of movement. The optimization problem is NP-hard. Hence, global optimization algorithms, such as genetic algorithm, particle swarm optimization, and ant colony optimization (ACO), were simulated, and the results were compared with those of the local optimization method. The comparison results showed that ACO obtained the best performance among the methods. The strategy for constructing high-quality microparticle patterns was also examined through experiments. Orange fluorescent polystyrene beads suspended in 6-aminohexanoic acid solution were considered and successfully patterned on a glass substrate by using the proposed system. IEEEen_US
dcterms.accessRightsopen accessen_US
dcterms.bibliographicCitationIEEE transactions on automation science and engineering, Apr. 2022, v. 19, no. 2, p. 818-832en_US
dcterms.isPartOfIEEE transactions on automation science and engineeringen_US
dcterms.issued2022-04-
dc.identifier.scopus2-s2.0-85102687403-
dc.identifier.eissn1558-3783en_US
dc.description.validate202209 bcvcen_US
dc.description.oaAccepted Manuscripten_US
dc.identifier.FolderNumberME-0144-
dc.description.fundingSourceRGCen_US
dc.description.fundingSourceOthersen_US
dc.description.fundingTextThe Hong Kong Polytechnic Universityen_US
dc.description.pubStatusPublisheden_US
dc.identifier.OPUS52541904-
dc.description.oaCategoryGreen (AAM)en_US
Appears in Collections:Journal/Magazine Article
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