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课程内容及教学日历 (如授课语言以英文为主,则课程内容介绍可以用英文;如团队教学或模块教学,教学日历须注明
主讲人)
Course Contents (in Parts/Chapters/Sections/Weeks. Please notify name of instructor for course section(s), if
this is a team teaching or module course.)
Introduction: Lecture will include an introduction of the history of this field of research. The
lecture will introduce the motivation of microrobotics and the ongoing developments in this
field. Lecture also will introduce an overview of the essential technologies used in this field,
such as microfabrication techniques, control systems, and imaging capability, and their
limitations.
Research of the instructor: Lecture will discuss the microrobotics research lead by the instructor,
including the particle based microrobots and other key projects.
Fluids Mechanics: Lecture will be a refresher on basic fluid mechanic concepts which will serve
as foundation for microscale fluid mechanics
Scaling Laws from macro to micro/nano: Lecture will include the principles behind scaling mobile
robots from macroscale to microscale.
Low Reynolds number Hydrodynamics: This topic will be closely connected to the previous topic,
but with more specificity towards the principle of low Reynolds number. Lecture will include
stokes flow, scallop theorem, nonreciprocal motion, etc.
Microscale Mechanics: This topic will cover the relative importance of force at the microscale.
Lecture will include various surface forces such as force that lead to adhesion and friction.
Specific microfluidic phenomena will also be discussed, such as Brownian motion, viscous
drag, Stoke’s law, etc.
Diffusivity: Lecture will introduce the concept of diffusivity which is a very important phenomenon
to micro/nanoscale robots. Diffusion is a source of environmental disturbance that can
significantly influence the swimming motion and trajectories of micro/nanorobots. Lecture will
cover theoretical calculation of diffusion related parameters as well as experimental
techniques to measure diffusion.
Bio-inspired and inorganic micro/nanorobots case studies: Lecture will discuss the use of bio-
inspired engineering based on the swimming mechanisms of microorganisms. Lectures will
also explore the fabrication and actuation techniques of microrobots aimed towards
biomimicry.
Biological micro/nanorobots case studies: Lecture will discuss the microrobots that combine
microbiology with engineered system. This will include the methods to culture
microorganisms, to harness their propulsive power, to obtain bionanomaterial, and to exploit
external stimuli for control. Case studies will include the flagellar nanoswimmers, bacteria-
power microrobots, Tetrahymena microrobots, magnetotactic bacteria, etc.
Engineering design of swimming mechanism: Lecture will discuss the use of engineered
nonreciprocal swimming mechanisms that are effective at low Reynolds number. Lectures will
introduce biologically inspired locomotion, theoretical locomotion such as the “Taylor sheet”
and “Pushmepullyou” swimmers, and practical locomotion.
Introduction to existing micro/nanorobots (Part 1): After gaining a foundation into the
fundamental knowledge in microrobotics from the previous weeks, this week’s lecture will dive
deeper into the design, fabrication, control of micro/nanorobots currently in development. The
lecture focus will be on helical chiral swimmers
Introduction to existing micro/nanorobots (Part 2): After gaining a foundation into the
fundamental knowledge in microrobotics from the previous weeks, this week’s lecture will dive
deeper into the design, fabrication, control, applications aspects of micro/nanorobots currently
in development. This lecture will focus on flexible body swimmers, chemical swimmers, and
surface microrobots.
Applications examples: To facilitate the course project, the instructor will spend time at the
beginning of lecture to introduce examples of possible applications for micro/nanorobotics.
This will give the students an idea on what type of applications that can choose to address in
their projects.
Microfabrication Techniques: Lecture will explore microfabrication technologies that were used
for existing microrobots and related engineered systems. This will include a various of
techniques such as photolithograph, soft lithography, etching, thin film deposition, etc.
Nanofabrication Techniques: Lecture will explore nanofabrication technologies that were used
for existing micro/nanorobots and related engineered systems. This will include a various of
techniques such as direct laser writing, templated directed electrodeposition, self-scrolling,
shadow-growth, underpotential deposition, etc.
Control methods: Lecture will cover the control systems used for various types of microrobots.
The lecture will focus mostly on the development and functions of magnetic controllers,
including hardware and software.
Imaging and Tracking: Lecture will cover the imagining and tracking techniques used in