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May 27, 2024

Introduction to Robotic Manipulators

    Robotic manipulators have become an integral part of modern industrial, medical, and research applications. These complex mechanical systems are designed to perform tasks that require precision, speed, and adaptability. Broadly, they are categorized into two types: Serial and Parallel manipulators. Each has its own set of advantages, disadvantages, and ideal use-cases, making them uniquely suited for specific tasks.

Serial Manipulators

Serial manipulators, also referred to as articulated or revolute arms, operate like a human arm. They consist of a series of links and joints that extend from a base to an end-effector, which can be anything from a simple gripper to a complex tool such as a welding torch or scalpel.

Some Examples:

  • Automotive Industry: In the automotive sector, serial manipulators are indispensable. They are used in assembly lines for tasks such as welding, painting, and material handling. Their ability to reach into tight spaces and perform complex maneuvers like twisting and turning makes them ideal for this environment.
  • Healthcare and Surgery: In the medical field, serial manipulators have found a place in robotic surgical systems like the Da Vinci Surgical System. The high degree of precision and wide range of motion offered by these systems are crucial for tasks like tissue manipulation and suturing in minimally invasive surgeries.
  • Research & Development: In scientific research labs, these manipulators are used for a plethora of tasks, ranging from sample handling and chemical mixing to DNA sequencing and microscopic examinations.

DaVinci Surgical System's robotic arms
DaVinci Surgical System contains multiple robotic manipulator arms.

Advantages:

  • High Degrees of Freedom (DoF): One of the most significant advantages of serial manipulators is their high DoF, which can range from 6 to 7 or even more. This allows for a wide range of movements and makes them incredibly versatile.
  • Versatility and Adaptability: Their high DoF and ease of programming make them adaptable to a wide variety of tasks. Whether it's assembling intricate machinery, performing delicate surgical procedures, or handling hazardous materials, serial manipulators are up to the task.
  • Ease of Programming and Control: The architecture of serial manipulators simplifies the kinematic equations governing their motion, making them easier to program and control. This is particularly beneficial in educational settings where students are just beginning to learn the basics of robotics and programming.

Why Choose Serial Over Parallel?

Serial manipulators offer a level of flexibility and range of motion that is hard to match. They are particularly useful in tasks that require a high level of dexterity and adaptability. Their ability to perform complex tasks in varied environments makes them the go-to choice for many applications, from industrial assembly lines to surgical operations.

Parallel Manipulators

Parallel manipulators consist of multiple arms or links that are connected to a single end-effector. Unlike serial manipulators, all the arms in a parallel manipulator work in tandem to control the movement of the end-effector. This unique architecture gives them incredible speed and precision but limits their range of motion.

acrome stewart platform's tilted head
Stewart Platforms are very well known and amongst the most popular parallel manipulator types.

Some Examples:

  • Flight Simulators: One of the most well-known applications of parallel manipulators is in flight simulators. Their speed and precision make them ideal for creating realistic flight conditions, from the gentle turbulence of a commercial airliner to the high-G maneuvers of a fighter jet.
  • Microsurgery: In the medical field, parallel manipulators are used in specialized surgical procedures that demand extreme precision but not a wide range of motion. For example, they are used in retinal surgeries where the margin for error is extremely low.

Advantages:

  • Speed and Accuracy: Parallel manipulators are incredibly fast. Their unique architecture allows for rapid, precise movements, making them ideal for tasks that require quick reactions.
  • Stability and Payload Capacity: The parallel architecture provides a level of stability that is hard to achieve with serial manipulators. This makes them ideal for tasks that require the handling of heavy or unstable loads.
  • Energy Efficiency: The mechanical efficiency of parallel manipulators is higher than that of their serial counterparts. They have lower inertia and fewer moving parts, which makes them more energy-efficient.

    Imagine a world where robots are as ubiquitous as smartphones, where they not only assist in complex industrial tasks but also serve as educational tools for the next generation of engineers and scientists, and we as Acrome also have a product called Acrobot, which is a 6-DoF serial kinematic arm robot. With its 6 Degrees of Freedom (DoF), it can mimic almost any movement a human arm can make, but with a level of precision that is simply unattainable for most humans. From intricate assembly tasks to complex research experiments, the Acrobot can do it all. The Acrobot serves as an effective educational and research tool, especially in STEM fields. Its open-source compatibility allows for the development of custom curricula, providing hands-on experience in robotics, programming, and engineering principles. As technology advances, robotic manipulators such as Acrobot will further develop and play an important role in contributing to automation and robotics' future.Continuing advancements in AI and machine learning will enhance these robotic arms' intelligence and adaptability.

acrome acrobot the 6-dof robotic arm
ACROBOT is a 6-DoF Serial Robotic Arm with high precision and control

Inside the Serial Robot Arm

The Serial Robot is a system of interconnected components that work in harmony to achieve precision and flexibility. Here's a breakdown list including the major components of the robotic arm:

  1. Exterior Material: Choice of material allows for a robust structure without compromising on agility.
  2. Actuators: The arm employs high-torque servo motors, which are the muscles of the Robotic Arm. These motors offer a wide range of motion and the ability to handle different amounts of payloads with varying speeds, making the arm versatile for various applications.
  3. Sensors: High-resolution encoders, loadcells, accelerometers and some digital Input/Output nodes are integrated into the system, offering different ways of feedback for control algorithms. 
  4. Control Unit: These are equipped with a specialized control unit that interfaces with Motor Drivers. For example, Acrome’s SMD products offer real-time sensing and built-in PID Controller, and other features making them highly suitable for the control of the robotic arm.
  5. Software: Robot Arms have 2 different software options. The industrial arms have a locked firmware and gives access to the robot through an API for supervisory control and robotic tasks. The open-source robots such as Acrobots provide direct access to the motor drivers hence gives the user the ability to control each joint individually. The latter option should also include kinematic and trajectory software functions for the robot to operate in a supervisory control manner similar to the industrial robotic arms.

The Necessity of Robust Control Systems 

Control systems in robotics are often likened to the brain of a human body, but they are more akin to the entire nervous system. They not only dictate movement but also process sensory information, adapt to environmental changes, and execute complex tasks. In the realm of 4-DoF robotic arms, Smart Motion Devices (SMDs) serve as this intricate nervous system, elevating the machine's capabilities to new heights.

Some Advantages of SMDs:

  • Ease of System Integration: The software libraries that accompany SMDs often include high-level APIs, middleware for sensor integration. This comprehensive software support drastically reduces development time and allows for seamless integration into both legacy systems and cutting-edge robotic platforms.
  • Safety and Reliability: SMDs come with a suite of safety features. These features ensure that the robotic arm operates safely, even in high-stress environments.
  • Scalability: As your needs evolve, SMDs can scale with you. Whether you're expanding from a single robotic arm to an entire fleet or upgrading from basic tasks to more complex operations, with RS-485 based daisy-chainable communication protocol multi-axis applications can be achieved, sensors can be easily added to system too

     Platforms like Instructables and GitHub offer a wealth of community-contributed resources. These range from basic "How-To" guides to advanced control algorithms that leverage machine learning for predictive control. These resources are invaluable for both novice users looking to get started and experts aiming to push the boundaries of what's possible with serial robotic arms. For example, there are object tracking 4-DoF or 4-DoF Pick and Place color sorter or github repository for 4-DoF Robotic arm . These can vary and there are a lot of sources where users can use them to make projects. 

Author

Yavuz Ertuğrul
Applications Engineer

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Acrome was founded in 2013. Our name stands for ACcessible RObotics MEchatronics. Acrome is a worldwide provider of robotic experience with software & hardware for academia, research and industry.