Designing Decentralized controllers for distributed-air-jet MEMS-based micromanipulators by reinforcement learning.

International audienceDistributed-air-jet MEMS-based systems have been proposed to manipulate small parts with high velocities and without any friction problems. The control of such distributed systems is very challenging and usual approaches for contact arrayed system don't produce satisfactory results. In this paper, we investigate reinforcement learning control approaches in order to position and convey an object. Reinforcement learning is a popular approach to find controllers that are tailored exactly to the system without any prior model. We show how to apply reinforcement learning in a decentralized perspective and in order to address the global-local trade-off. The simulation results demonstrate that the reinforcement learning method is a promising way to design control laws for such distributed systems

Distributed control architecture for smart surfaces.

International audienceThis paper presents a distributed control architecture to perform part recognition and closed-loop control of a distributed manipulation device. This architecture is based on decentralized cells able to communicate with their four neighbors thanks to peer-to-peer links. Various original algorithms are proposed to reconstruct, recognize and convey the object levitating on a new contactless distributed manipulation device. Experimental results show that each algorithm does a good job for itself and that all the algorithms together succeed in sorting and conveying the objects to their final destination. In the future, this architecture may be used to control MEMS-arrayed manipulation surfaces in order to develop Smart Surfaces, for conveying, fine positioning and sorting of very small parts for micro-systems assembly lines

MEMS Conveyance: Piezoelectric Actuator Arrays for Reconfigurable RF Circuits

An array of piezoelectric cantilevers was designed, fabricated, and characterized for use as a micromanipulation surface in a reconfigurable RF circuit micro-factory. The project, known as RFactory, is an effort by the U.S. Army Research Laboratory to create environmentally adaptable, rapidly upgradeable RF systems. The RFactory actuator surface uses unimorph lead zirconate titanate cantilevers with metal posts at the tip that exaggerate the horizontal deflection produced by out-of-plane bending. The motion of a circuit component on the surface has been modeled and observed experimentally. By varying the waveform, voltage amplitude, and frequency of the drive signal, as well as the actuator length and width, the speed and precision of the motion can be controlled. From these characterization efforts, operating conditions that create speeds above 1 mm/s and low positional error (<200 microns after 5 mm translation) have been identified. Finally, full system RF reconfigurability has been demonstrated

Demonstrating Optothermal Actuators for an Autonomous MEMS Microrobot

There are numerous applications for microrobots which are beneficial to the Air Force. However, the microrobotics field is still in its infancy, and will require extensive basic research before these applications can be fielded. The biggest hurdle to be solved, in order to create autonomous microrobots, is generating power for their actuator engines. Most present actuators require orders of magnitude more power than is presently available from micropower sources. To enable smaller microrobots, this research proposed a simplified power concept that eliminates the need for on-board power supplies and control circuitry by using actuators powered wirelessly from the environment. This research extended the basic knowledge of methods required to power Micro-Electro-Mechanical Systems (MEMS) devices and reduce MEMS microrobot size. This research demonstrated optothermal actuators designed for use in a wirelessly propelled autonomous MEMS microrobot, without the need of an onboard power supply, through the use of lasers to directly power micrometer scale silicon thermal actuators. Optothermal actuators, intended for use on a small MEMS microrobot, were modeled, designed, fabricated and tested, using the PolyMUMPs silicon-metal chip fabrication process. Prototype design of a MEMS polysilicon-based microrobot, using optothermal actuators, was designed, fabricated and tested. Each of its parts was demonstrated to provide actuation using energy from an external laser. The optothermal actuators provided 2 m of deflection to the microrobot drive shaft, with 60 mW of pulsed laser power. The results of these experiments demonstrated the validity of a new class of wireless silicon actuators for MEMS devices, which are not directly dependant on electrical power for actuation

Power-Scavenging MEMS Robots

This thesis includes the design, modeling, and testing of novel, power-scavenging, biologically inspired MEMS microrobots. Over one hundred 500-μm and 990-μm microrobots with two, four, and eight wings were designed, fabricated, characterized. These microrobots constitute the smallest documented attempt at powered flight. Each microrobot wing is comprised of downward-deflecting, laser-powered thermal actuators made of gold and polysilicon; the microrobots were fabricated in PolyMUMPs® (Polysilicon Multi-User MEMS Processes). Characterization results of the microrobots illustrate how wing-tip deflection can be maximized by optimizing the gold-topolysilicon ratio as well as the dimensions of the actuator-wings. From these results, an optimum actuator-wing configuration was identified. It also was determined that the actuator-wing configuration with maximum deflection and surface area yet minimum mass had the greatest lift-to-weight ratio. Powered testing results showed that the microrobots successfully scavenged power from a remote 660-nm laser. These microrobots also demonstrated rapid downward flapping, but none achieved flight. The results show that the microrobots were too heavy and lacked sufficient wing surface area. It was determined that a successfully flying microrobot can be achieved by adding a robust, light-weight material to the optimum actuator-wing configuration—similar to insect wings. The ultimate objective of the flying microrobot project is an autonomous, fully maneuverable flying microrobot that is capable of sensing and acting upon a target. Such a microrobot would be capable of precise lethality, accurate battle-damage assessment, and successful penetration of otherwise inaccessible targets

A Review of Cooperative Actuator and Sensor Systems Based on Dielectric Elastomer Transducers

This paper presents an overview of cooperative actuator and sensor systems based on dielectric elastomer (DE) transducers. A DE consists of a flexible capacitor made of a thin layer of soft dielectric material (e.g., acrylic, silicone) surrounded with a compliant electrode, which is able to work as an actuator or as a sensor. Features such as large deformation, high compliance, flexibility, energy efficiency, lightweight, self-sensing, and low cost make DE technology particularly attractive for the realization of mechatronic systems that are capable of performance not achievable with alternative technologies. If several DEs are arranged in an array-like configuration, new concepts of cooperative actuator/sensor systems can be enabled, in which novel applications and features are made possible by the synergistic operations among nearby elements. The goal of this paper is to review recent advances in the area of cooperative DE systems technology. After summarizing the basic operating principle of DE transducers, several applications of cooperative DE actuators and sensors from the recent literature are discussed, ranging from haptic interfaces and bio-inspired robots to micro-scale devices and tactile sensors. Finally, challenges and perspectives for the future development of cooperative DE systems are discussed

Department of Computer Science Activity 1998-2004

This report summarizes much of the research and teaching activity of the Department of Computer Science at Dartmouth College between late 1998 and late 2004. The material for this report was collected as part of the final report for NSF Institutional Infrastructure award EIA-9802068, which funded equipment and technical staff during that six-year period. This equipment and staff supported essentially all of the department\u27s research activity during that period

Distributed manipulation by controlling force fields through arrays of actuators

Tato práce se zaměřuje na řízení distribuované manipulace prostřednictvím fyzikálních polí vytvářených maticí akčních členů. Práce se zabývá především manipulací s objekty pomocí nehomogenního elektrického a magnetického pole - dielektroforézou a magnetoforézou. Pro oba principy jsou odvozeny matematické modely vhodné pro začlenění do zpětnovazební řídicí smyčky. Modely mají v obou doménách podobnou strukturu, která dovoluje vývoj jednotného řídicího systému. Nelineární model dynamiky systému je v každé vzorkovací periodě invertován pomocí numerického řešení optimalizačního problému. Výhodou navržené strategie řízení je, že dovoluje paralelní manipulaci - nezávislou manipulaci s několika objekty najednou. Práce vedle teoretických konceptů popisuje také technické detaily experimentálních platforem spolu s výsledky mnoha experimentů. Pro dielektroforézu je navrženo nové uspořádání elektrod, které umožňuje manipulaci s více objekty v rovině a zároveň vyžaduje pouze jednovrstvou výrobní technologii. Na algoritmické straně práce představuje nové použití fázové modulace napětí pro řízení dielektroforézy. Dále také popisuje součásti vyvinuté instrumentace, jako jsou vícekanálové generátory pro řízení dielektroforézy prostřednictvím amplitudové a fázové modulace a optické měření polohy v reálném čase pomocí senzoru bez objektivu. Pro magnetoforézu je detailně popsána modulární experimentální platforma sestávající se z pole cívek se železnými jádry. Díky modularitě může být platforma použita k ověření nejen centralizovaných, ale také distribuovaných řídicích systémů.This work focuses on the control of distributed manipulation through physical fields created by arrays of actuators. In particular, the thesis addresses manipulation of objects using non-uniform electric and magnetic fields---dielectrophoresis and magnetophoresis, respectively. In both domains, mathematical models suitable for incorporation into a feedback control loop are derived. The models in the two domains exhibit a similar structure, which encourages the development of a unified approach to control. The nonlinear model of the system dynamics is inverted by solving a numerical optimization problem in every sampling period. A powerful attribute of the proposed control strategy is that a parallel manipulation---the simultaneous and independent manipulation of several objects---can be demonstrated. Besides the theoretical concepts, the thesis also describes technical details of experimental platforms for both physical domains, together with outcomes from numerous experiments. For dielectrophoresis, a new layout of electrodes is documented that allows full planar manipulation while requiring only a one-layer fabrication technology. On the algorithmic side, work presents a novel use of phase modulation of the voltages to control dielectrophoresis. Dedicated instrumentation is also discussed in the thesis such as multichannel generators for control of dielectrophoresis through amplitude and phase modulation and optical real-time position measurements using common optics and a lensless sensor. For magnetophoresis, a modular test bed composed of a planar array of coils with iron cores is described in detail. Thanks to the modularity, the platform can be used for verification of not only the centralized but also distributed control strategies

Thermally actuated mechanical systems

This thesis will discuss the generation of controlled sub-micron motions using novel micro actuators. Our research focuses on the development of an arm-type actuator and a free-motion locomotive walking device. Nano-science and nano-technology focuses on the creation of novel functional materials and also at the development of new fabrication techniques incorporating them. In the fields of novel fabrication techniques, manipulations of micron or sub-micron objects by micro actuators have been suggested in the science and engineering societies for mainly two reasons. From a scientific standpoint, new tools enable new prospective sciences, as is evident from the development of the atomic force microscope. From an engineering standpoint, the miniaturization of manipulation tools will require less material and less energy during a material's production. In spite of such importance, progress in the actuator miniaturization is in a primitive state, especially for the micro mobile devices. The thesis will be a key step in pursuit of this goal with an emphasis on generating motions. Our static actuator uses the excellent elastic properties of multiwall carbon nanotubes as a template for a bimorph system. Deflections in response to temperature variations are demonstrated. The mobile device itself is a bimorph system consisting of thin metal films. Control mechanisms for its velocity and steering are discussed. Finally, fundamental limits on the capabilities of the two devices in a more general sense are discussed under via laws of physics

Planning and control for microassembly of structures composed of stress-engineered MEMS microrobots

We present control strategies that implement planar microassembly using groups of stress-engineered MEMS microrobots (MicroStressBots) controlled through a single global control signal. The global control signal couples the motion of the devices, causing the system to be highly underactuated. In order for the robots to assemble into arbitrary planar shapes despite the high degree of underactuation, it is desirable that each robot be independently maneuverable (independently controllable). To achieve independent control, we fabricated robots that behave (move) differently from one another in response to the same global control signal. We harnessed this differentiation to develop assembly control strategies, where the assembly goal is a desired geometric shape that can be obtained by connecting the chassis of individual robots. We derived and experimentally tested assembly plans that command some of the robots to make progress toward the goal, while other robots are constrained to remain in small circular trajectories (orbits) until it is their turn to move into the goal shape. Our control strategies were tested on systems of fabricated MicroStressBots. The robots are 240–280 µm × 60 µm × 7–20 µm in size and move simultaneously within a single operating environment. We demonstrated the feasibility of our control scheme by accurately assembling five different types of planar microstructures