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Sensors
Document Type Article
Document Identifier 220
Themes
Relevant Class

Equipment

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Factory Cells
Prerequisites


Introduction[edit | edit source]

Sensors are devices that are can detect and respond to physical changes in it's environment. They are an essential component of automation, monitoring and control systems of a large number of composites manufacturing processes as well as for use in mechanical testing and structural health monitoring in service.

Scope[edit | edit source]

This page provides an overview and typical applications of sensors that are used in the composites industry.

Significance[edit | edit source]

Sensors are integral to the manufacturing, testing, and health monitoring of composite parts, offering precise process control, quality assurance, and real-time structural evaluation. Process parameters play a crucial role in determining the final product quality, making it essential to measure and monitor these parameters using specialized sensors for effective control systems. The demand for sensors has grown significantly with the increasing adoption of automation in composite manufacturing processes. Beyond manufacturing, sensors are also utilized for mechanical testing of composite parts and for monitoring the development of defects during their service life.

Prerequisites[edit | edit source]

Recommended documents to review before, or in parallel with this document:


Overview[edit | edit source]

Depending on the specific process, there are different sensors used to measure process parameters in a composites manufacturing process. Some sensors are also used to characterize equipment behaviour that can provide valuable information when designing the actual manufacturing process. Some common types of sensors used in composites manufacturing include:

  • Temperature sensors: Temperature sensors are used to measure the temperature of a tool-part configuration or the equipment processing environment during a manufacturing process. These sensors can both be local sensors that measure temperature locally (like thermocouples) as well as full field sensors that can measure temperature across a wider area (like thermal cameras). Again, temperature sensors can be either contact type sensors where the sensor is in full contact with the object to be measured (like thermocouples, thermistors) or non-contact type which are not in direct contact with the object to be measured (like thermal cameras).

Link to main Temperature Sensors page

  • Pressure sensors: Pressure sensors are used to measure the operating pressure during manufacturing processes like autoclave cure, compression molding and resin transfer molding (RTM). They can be used in different stages of the manufacturing process, starting from material deposition management (checking for leaks in vacuum bags) to monitoring and controlling equipment operating pressure during thermal transformation (measuring autoclave pressure during curing).

Link to main Pressure Sensors page

  • Flow sensors: Flow sensors are used to monitor the flow of liquids or gases in a variety of applications in composites manufacturing processes.
    • Liquid flow sensors: Liquid flow sensors can be used to monitor and control the flow of resin in processes like resin transfer molding (RTM) and vacuum assisted resin infusion (VARI) [1][2].
    • Gas flow sensors: Gas flow sensors like anemometers are often used to measure and characterize the airflow in processing equipment like autoclaves. The airflow analysis inside autoclaves are a crucial part of designing cure processes for highly reliable autoclave-based composite manufacturing processes [3].

Link to main Flow Sensors page

  • Strain Sensors: Strain sensors are used widely during manufacturing and mechanical testing of composites parts. Fibre optic strain sensors like Fibre Bragg Gratings (FBGs) are used to measure strains for a number of applications like mechanical testing, conditioning monitoring as well as structural health monitoring [4]. These sensors are typically very small in size and can be embedded into composite structures either during or after manufacturing.

Link to main Strain Sensors page

  • Cure sensors: Cure sensors are used in manufacturing processes to monitor the progress of cure in real time to enable precise process control for consistent quality. They typically work by monitoring the change in properties of the resin as it cures. For example, dielectric sensors work on the principle of detecting the change in the resin's electrical properties during curing [5].

Link to main Cure Sensors page


Applications[edit | edit source]

Typical applications of sensors in composites manufacturing setups include:

  • Use of thermocouples in monitoring and controlling temperature of curing parts during autoclave cure
  • Use of pressure gauges to check for detection of leaks in vacuum bags
  • Use of anemometers to measure the airflow in a particular location inside an autoclave
  • Use of strain gauges in measuring strain distribution in composite samples during mechanical testing
  • Use of dielectric cure sensors to monitor and reduce cycle times during cure


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References

  1. [Ref] Liebers, Nico et al. (2015). Autoclave Infusion of Aerospace Ribs Based on Process Monitoring and Control by Ultrasound Sensors (published 22 July 2015). Retrieved 3 December 2024.CS1 maint: extra punctuation (link) CS1 maint: uses authors parameter (link) CS1 maint: date and year (link)
  2. [Ref] Tuloup, C. et al. (2019). "On the use of in-situ piezoelectric sensors for the manufacturing and structural health monitoring of polymer-matrix composites: A literature review". 215. doi:10.1016/j.compstruct.2019.02.046. ISSN 0263-8223. Cite journal requires |journal= (help)CS1 maint: extra punctuation (link) CS1 maint: uses authors parameter (link)
  3. [Ref] Slesinger, Nathan et al. (2010). Simple Visualization of Autoclave Airflow Using Wireless Cameras. Society for the Advancement of Material and Process Engineering.CS1 maint: extra punctuation (link) CS1 maint: uses authors parameter (link) CS1 maint: date and year (link)
  4. [Ref] Beukema, R P (2012). "Embedding technologies of FBG sensors in composites: Technologies, applications and practical use". 1. Cite journal requires |journal= (help)CS1 maint: uses authors parameter (link)
  5. [Ref] Lee, Huan L (2019). The Handbook of Dielectric Analysis and Cure Monitoring Lambient Technologies i Lambient Technologies, LLC. The Handbook of Dielectric Analysis and Cure Monitoring (Second Edition) (Report). Retrieved 10 December 2024.CS1 maint: uses authors parameter (link)



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Welcome

Welcome to the CKN Knowledge in Practice Centre (KPC). The KPC is a resource for learning and applying scientific knowledge to the practice of composites manufacturing. As you navigate around the KPC, refer back to the information on this right-hand pane as a resource for understanding the intricacies of composites processing and why the KPC is laid out in the way that it is. The following video explains the KPC approach:

Understanding Composites Processing

The Knowledge in Practice Centre (KPC) is centered around a structured method of thinking about composite material manufacturing. From the top down, the heirarchy consists of:

The way that the material, shape, tooling & consumables and equipment (abbreviated as MSTE) interact with each other during a process step is critical to the outcome of the manufacturing step, and ultimately critical to the quality of the finished part. The interactions between MSTE during a process step can be numerous and complex, but the Knowledge in Practice Centre aims to make you aware of these interactions, understand how one parameter affects another, and understand how to analyze the problem using a systems based approach. Using this approach, the factory can then be developed with a complete understanding and control of all interactions.

The relationship between material, shape, tooling & consumables and equipment during a process step


Interrelationship of Function, Shape, Material & Process

Design for manufacturing is critical to ensuring the producibility of a part. Trouble arises when it is considered too late or not at all in the design process. Conversely, process design (controlling the interactions between shape, material, tooling & consumables and equipment to achieve a desired outcome) must always consider the shape and material of the part. Ashby has developed and popularized the approach linking design (function) to the choice of material and shape, which influence the process selected and vice versa, as shown below:

The relationship between function, material, shape and process


Within the Knowledge in Practice Centre the same methodology is applied but the process is more fully defined by also explicitly calling out the equipment and tooling & consumables. Note that in common usage, a process which consists of many steps can be arbitrarily defined by just one step, e.g. "spray-up". Though convenient, this can be misleading.

The relationship between function, material, shape and process consisting of Equipment and Tooling and consumables


Workflows

The KPC's Practice and Case Study volumes consist of three types of workflows:

  • Development - Analyzing the interactions between MSTE in the process steps to make decisions on processing parameters and understanding how the process steps and factory cells fit within the factory.
  • Troubleshooting - Guiding you to possible causes of processing issues affecting either cost, rate or quality and directing you to the most appropriate development workflow to improve the process
  • Optimization - An expansion on the development workflows where a larger number of options are considered to achieve the best mixture of cost, rate & quality for your application.

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