Wu Chuang, Sun Jiju, Almuaalemi Haithm Yahya Mohammed, Sohan A S M Muhtasim Fuad, Yin Binfeng
School of Mechanical Engineering, Yangzhou University, Yangzhou 225127, China.
Nantong Fuleda Vehicle Accessory Component Co., Ltd., Nantong 226300, China.
Micromachines (Basel). 2023 Aug 10;14(8):1577. doi: 10.3390/mi14081577.
The market for microfluidic chips is experiencing significant growth; however, their development is hindered by a complex design process and low efficiency. Enhancing microfluidic chips' design quality and efficiency has emerged as an integral approach to foster their advancement. Currently, the existing structural design schemes lack careful consideration regarding the impact of chip area, microchannel length, and the number of intersections on chip design. This inadequacy leads to redundant chip structures resulting from the separation of layout and wiring design. This study proposes a structural optimization method for microfluidic chips to address these issues utilizing a simulated annealing algorithm. The simulated annealing algorithm generates an initial solution in advance using the fast sequence pair algorithm. Subsequently, an improved simulated annealing algorithm is employed to obtain the optimal solution for the device layout. During the wiring stage, an advanced wiring method is used to designate the high wiring area, thereby increasing the success rate of microfluidic chip wiring. Furthermore, the connection between layout and routing is reinforced through an improved layout adjustment method, which reduces the length of microchannels and the number of intersections. Finally, the effectiveness of the structural optimization approach is validated through six sets of test cases, successfully achieving the objective of enhancing the design quality of microfluidic chips.
微流控芯片市场正在经历显著增长;然而,其发展受到复杂设计流程和低效率的阻碍。提高微流控芯片的设计质量和效率已成为促进其发展的不可或缺的方法。目前,现有的结构设计方案在芯片面积、微通道长度和交叉点数量对芯片设计的影响方面缺乏仔细考虑。这种不足导致了由于布局和布线设计分离而产生的冗余芯片结构。本研究提出了一种微流控芯片的结构优化方法,利用模拟退火算法来解决这些问题。模拟退火算法预先使用快速序列对算法生成初始解。随后,采用改进的模拟退火算法来获得器件布局的最优解。在布线阶段,使用一种先进的布线方法来指定高布线区域,从而提高微流控芯片布线的成功率。此外,通过改进的布局调整方法加强布局和布线之间的连接,减少微通道的长度和交叉点的数量。最后,通过六组测试案例验证了结构优化方法的有效性,成功实现了提高微流控芯片设计质量的目标。