Patrick J. Smith’s research while affiliated with The University of Sheffield and other places

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Publications (16)


SEM micrograph of modified feedstock. Particles demarcated by dashed squares indicate PVA particles mixed in an Inconel 718 feedstock
3D scatter plot of experimental parameters
Sintered specimens; a cubical; b tensile dog bone
Thermal profile of the sintering process of the green parts [30]
Thermogravimetric analysis of different binders in their granular form till 600 °C

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Use of aqueous polyvinyl alcohol in binder jetting of Inconel 718
  • Article
  • Full-text available

October 2024

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60 Reads

The International Journal of Advanced Manufacturing Technology

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Patrick J. Smith

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Binders used in binder jetting often pose health and environmental risks during processing and post processing operations. The print-heads which are used to deposit binder selectively on the feedstock are prone to clogging, despite the trend of print-heads being highly customised to suit different kinds of binders. These factors often hide the advantages of binder jetting as an additive manufacturing process, especially its scalability and its faster printing rates in comparison to powder bed fusion methods. The work presented here takes a step back and focuses on the development of an aqueous, polyvinyl alcohol (PVA)-based liquid binder that is easy to manufacture and store, safe to handle, and can be reliably jetted to print parts. The feedstock considered was Inconel 718, a nickel-based super alloy which can be effectively processed by binder jetting without niobium segregation. PVA was added to the Inconel 718 powder in dry, granular form to manufacture a modified feedstock. The study also investigated the role of molecular weight of the PVA used, sintering environments and post-processing methods like hot isostatic pressing (HIP) on process responses like part densification, tensile strength, and hardness. Three different types of PVA were chosen which had molecular weights 10,000 g/mol (low molecular weight or LMW), 26,000 g/mol (medium molecular weight or MMW), and 84,000 g/mol (high molecular weight or HMW). The compatibility of the liquid, aqueous PVA-based binders with virgin Inconel 718 was examined by measuring the contact angle. The liquid, aqueous binder having MMW PVA reported better wetting with the Inconel 718 powder with a wetting angle of 26.6 which was lower than the wetting angle of 42.4°, seen in case of a commercial resin-based binder. The green strength reported by the MMW PVA liquid binder was 220 kPa which was higher than the other two PVA-based liquid binders. Green parts, upon successful printing, were sintered at 1260 °C. It was observed that a part printed using MMW PVA had a densification of 96.16% when sintered in 99.98% by volume argon gas, which increased to 98.96% after undergoing HIP. The same part reported a densification of 88.69% when sintered in a 95% by volume N2 and 5% by volume H2 gaseous environment, which was later attributed to the uptake of nitrogen by the chromium present in Inconel 718, which prevented necking between particles. Tensile specimens printed using MMW PVA, sintered in a 99.98% argon environment, showed the highest ultimate tensile strength of 220 MPa, which increased to 1010 MPa after the HIP process, which can be compared to commercially available Inconel 718.

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Inkjet Printing Magnetostrictive Materials for Structural Health Monitoring of Carbon Fibre-Reinforced Polymer Composite

July 2024

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11 Reads

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3 Citations

Inkjet printing of magnetic materials has increased in recent years, as it has the potential to improve research in smart, functional materials. Magnetostriction is an inherent property of magnetic materials which allows strain or magnetic fields to be detected. This makes it very attractive for sensors in the area of structural health monitoring by detecting internal strains in carbon fibre-reinforced polymer (CFRP) composite. Inkjet printing offers design flexibility for these sensors to influence the magnetic response to the strain. This allows the sensor to be tailored to suit the location of defects in the CFRP. This research has looked into the viability of printable soft magnetic materials for structural health monitoring (SHM) of CFRP. Magnetite and nickel ink dispersions were selected to print using the JetLab 4 drop-on-demand technique. The printability of both inks was tested by selecting substrate, viscosity and solvent evaporation. Clogging was found to be an issue for both ink dispersions. Sonicating and adjusting the jetting parameters helped in distributing the nanoparticles. We found that magnetite nanoparticles were ideal as a sensor as there is more than double increase in saturation magnetisation by 49 Am2/kg and more than quadruple reduction of coercive field of 5.34 kA/m than nickel. The coil design was found to be the most sensitive to the field as a function of strain, where the gradient was around 80% higher than other sensor designs. Additive layering of 10, 20 and 30 layers of a magnetite square patch was investigated, and it was found that the 20-layered magnetite print had an improved field response to strain while maintaining excellent print resolution. SHM of CFRP was performed by inducing a strain via bending and it was found that the magnetite coil detected a change in field as the strain was applied.


Can We Determine the Reliable Jetting Performance from an Inkjet Ink?

August 2022

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16 Reads

This chapter asks the question “Can we reliably predict the printability of an ink?” The chapter is written from an experimentalist's point of view, with the aim of making the chapter more accessible. The chapter surveys the current academic literature on determining print stability for inkjet. The survey shows that the academic research has focused on simple solvents and single‐nozzle systems. The chapter concludes that more research is needed to produce a means of predicting ink jetting performance.


Additive manufacturing of high density carbon fibre reinforced polymer composites

July 2022

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451 Reads

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60 Citations

Additive Manufacturing

Additive manufacturing (AM) of carbon fibre reinforced thermoplastic composites can offer advantages over traditional carbon fibre manufacturing through improved design freedom and reduction in production time and cost. However, the carbon fibre composites produced using current state-of-the-art AM approaches generally possess high porosity (18-25%) compared to those produced by conventional manufacturing (1%). An approach known as composite fibre additive manufacturing (CFAM) is presented, involving selectively printing a binder and polymer powder onto discontinuous carbon fibre sheets, which are then compressed, heated and post-processed to form net shape components. The results demonstrate a correlation between compaction pressure applied and porosity/fibre volume fraction within components. Composite components were produced containing porosity of 1.5% and fibre volume content of 15% with 97 MPa tensile strength and 8.9 GPa elastic modulus, presenting a new approach for production of discontinuous carbon fibre reinforced polymer parts with mechanical properties exceeding those of state-of-the-art AM.


Figure 1. (a) Illustration of the waveform used to print both inks using a 60 μm printhead heated at 40 °C; (b) a snapshot of the droplet measuring an in-flight diameter between 40-45 μm.
Figure 2. Snapshot of the droplet spacing optimisation. (a) represents individual drops; (b) randomly merged drops; (c) scalloped track; and (d) uniform track. The droplet spacing decreases from left to right. Scale bar is 50 μm.
Figure 3. Illustration of the process steps using inkjet printing to integrate the strain sensor into the carbon fibre composite.
Figure 5. (a) Snapshot of the strain gauges printed on the CFRP sample. Results of SEM analysis at different stages of sintering of the silver nanoparticle ink; (b) represents the printed silver NPs ink without any heat treatment; (c) represents the surface of the pattern after 30 min of sintering, indicating necking and a porous surface; (d) represents the final sintered pattern after 90 min, showing a significant reduction in porosity.
Figure 7. (a) Plots of the change in resistance using two different resistance references: Pre-strain (for the virgin sample) and pre-bending (for each test sequence); (b) Pre-bending resistance for the inverse bending radii of 600, 500, 400, and 300 mm.
Integrated Fabrication of Novel Inkjet-Printed Silver Nanoparticle Sensors on Carbon Fiber Reinforced Nylon Composites

September 2021

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144 Reads

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6 Citations

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Zhaoyuan Leong

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[...]

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Patrick J. Smith

Inkjet-printing technology enables the contactless deposition of functional materials such as conductive inks on surfaces, hence reducing contamination and the risk of substrate damage. In printed electronics, inkjet technology offers the significant advantage of controlling the volume of material deposited, and therefore the fine-tuning of the printed geometry, which is crucial for the performance of the final printed electronics. Inkjet printing of functional inks can be used to produce sensors to detect failure of mechanical structures such as carbon fiber reinforced composite (CFRC) components, instead of using attached sensors, which are subject to delamination. Here, silver nanoparticle-based strain sensors were embedded directly in an insulated carbon-fiber laminate by using inkjet printing to achieve an optimized conductive and adhesive geometry, forming a piezoresistive strain sensor. Following the inkjet-printing optimization process, the sensor conductivity and adhesion performance were evaluated. Finally, the sensor was quantified by using a bending rig which applied a pre-determined strain, with the response indicating an accurate sensitivity as the resistance increased with an increased strain. The ability to embed the sensor directly on the CFRC prevents the use of interfacial adhesives which is the main source of failure due to delamination.


Flat Inkjet‐Printed Copper Induction Coils for Magnetostrictive Structural Health Monitoring: A Comparison with Bulk Air Coils and an anisotropic magnetoresistive sensor (AMR) Sensor

July 2021

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76 Reads

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7 Citations

Structural health monitoring (SHM) represents the next generation of carbon fiber‐reinforced composite nondestructive testing. One challenge facing the application of magnetostrictive SHM is the lightweighting and ease of installation of actuators and sensors. Inkjet printing (IJP) technology is well suited to produce miniaturized electronic induction sensors that can be paired with magnetostrictive actuators to detect strain. These sensors have several advantages: their thicknesses can be minimized, the surface area can be maximized to increase sensitivity, and complex multifilar coil configurations can be fabricated. A parametric study of the efficacy of IJP induction coils with different parameters (number of coils, monofilar/bifilar, size) tested on a number of actuator‐functionalized composite coupons (FeSiB ribbon and impregnated epoxy sensors) is conducted. The samples are characterized by measuring their inductance response through induced strains. Increased sensitivity and accuracy of the 10‐turn monofilar IJP sensor are shown with respect to 1) 70‐turn hand‐wound coils, 2) a three‐axis AMR sensor, and 3) other IJP actuators with <10 turns. This is attributed to increased contact area to the composite surface and the requirement of minimum sensitivity (i.e., the number of turns and surface area) for strain detection.


Is ink heating a relevant concern in the High Speed Sintering process?

March 2021

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387 Reads

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5 Citations

The International Journal of Advanced Manufacturing Technology

High Speed Sintering (HSS) is a novel polymer additive manufacturing process which utilises inkjet printing of an infrared-absorbing pigment onto a heated polymer powder bed to create 2D cross-sections which can be selectively sintered using an infrared lamp. Understanding and improving the accuracy and repeatability of part manufacture by HSS are important, ongoing areas of research. In particular, the role of the ink is poorly understood; the inks typically used in HSS have not been optimised for it, and it is unknown whether they perform in a consistent manner in the process. Notably, the ambient temperature inside a HSS machine increases as a side effect of the sintering process, and the unintentional heating to which the ink is exposed is expected to cause changes in its fluid properties. However, neither the extent of ink heating during the HSS process nor the subsequent changes in its fluid properties have ever been investigated. Such investigation is important, since significant changes in ink properties at different temperatures would be expected to lead to inconsistent printing and subsequently variations in part accuracy and even the degree of sintering during a single build. For the first time, we have quantified the ink temperature rise caused by unintentional, ambient heating during the HSS process, and subsequently measured several of the ink’s fluid properties across the ink temperature range which is expected to be encountered in normal machine operation (25 to 45 ∘ C). We observed only small changes in the ink’s density and surface tension due to this heating, but a significant drop (36%) in its viscosity was seen. By inspection of the ink’s Z number throughout printing, it is concluded that these changes would not be expected to change the manner in which droplets are delivered to the powder bed surface. In contrast, the viscosity decrease during printing is such that it is expected that the printed droplet sizes do change in a single build, which may indeed be a cause for concern with regard to the accuracy and repeatability of the inkjet printing used in HSS, and subsequently to the properties of the polymer parts obtained from the process.


Comparison of conductometric behavior of two hydrogel based sensing polymeric composites in the physiological pH range

October 2018

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56 Reads

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2 Citations

The pH dependent conductance of the Chitosan/Gelatin and Hydroxy-Ethyl Methacrylate (HEMA)/Gelatin hydrogel based systems was mapped out using a data acquisition system and several aspects of conductance characteristics namely accuracy, response time and sensitivity were compared and discussed. The material characteristics of these sensors were mapped out through FTIR. Specific accuracy tests were designed and conducted and both hydrogel based sensors have been found to give a reasonably predictable outcomes in the physiological pH range (4-10). Although Chitosan/Gelatin sensing systems have been explored with regards to conductivity, to the best of our knowledge, HEMA/Gelatin composite has not yet been explored in this respect. There are observable differences in the conductometric system analysis results of both hydrogels; it has been found that HEMA based hydrogels have a longer response time, but also offer a better sensitivity as compared to Chitosan based conductometric hydrogels. This difference in response may be attributed to the material based characteristics of the conductometric sensing system; the possible underlying mechanisms have also been discussed in this research. Our findings indicate that these conductometric composite hydrogels have the potential to be used in physiological applications; where varying response times are required, a hybrid sensor array comprising of both types of hydrogel sensors may be used; that can utilize the advantages of faster response time in case of Chitosan/Gelatin and better sensitivity in case of HEMA/Gelatin sensors.


Figure 2 A flow chart explaining consecutive steps in the image processing algorithm for volumetric analysis of the pH-sensitive hydrogels
Figure 5 SEM images taken for fractured hydrogels
Figure 15 Figure showing the volumetric changes, gel composite conductivity and conductometric profile for Composition D
Aqua-gel pH sensor: intelligent engineering and evaluation of pH sensor based on multi-factorial testing regimes

July 2018

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450 Reads

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7 Citations

Sensor Review

Purpose The fabrication and characterization of a hydrogel-based conductometric sensor have been carried out. The purpose of this research is to fabricate a small robust hydrogel-based conductometric sensor for real-time monitoring of pH in the physiological range. Design/methodology/approach A pH-responsive Chitosan/Gelatin composite hydrogel has been used for this purpose. This study reports and analyzes the sensing response obtained from four hydrogel compositions with varying Chitosan/Gelatin ratios. The pH-responsive nature of the hydrogel has been mapped out through volumetric and conductometric tests. An attempt has been made to correlate these characteristics with the physico-chemical nature of the hydrogel through scanning electron microscopy, Fourier transform infrared spectroscopy and X-ray diffraction techniques. Findings The four hydrogel compositions differed on the basis of gel composition ratios; the conductometric analysis results prove that the sensor with the hydrogel composition (Chitosan 2 per cent, Gelatin 7 per cent, ratio 1:2) produces the best pH resolution in the pH range of 4 to 9. The sensing mechanisms and the differences obtained between individual sensor outputs have been discussed in detail. On the basis of this extensive in vitro assessment, it has been concluded that while key pendant functional groups contribute to pH-responsive characteristics of the hydrogel, the overall sensitivity of the sensors gel component to surrounding pH is also determined by the crystalline to amorphous ratio of the hydrogel composite, its interpenetrating cross-linked structure and the relative ratio of the hydrophilic to the pH-sensitive components. Practical implications The conductometric sensor results prove that the fabricated sensor with the shortlisted hydrogel composition shows good sensitivity in the physiological pH range (4 to 9) and it has the potential for use in point of care medical devices for diagnostic purposes. Originality/value This is the first reported version of the fabrication and testing and analysis/comparison of a hydrogel-based conductometric sensor based on this composition. The work is original and has not been replicated anywhere.


Figure 1. Schematic showing the printing of layers to produce a regenerated silk fibroin (RSF) film; (a) a layer of RSF is printed, (b) followed by a layer of methanol which converts the RSF structure from silk I to silk II, (c) the process is repeated, with a layer of RSF printed on top of the previous layer. 
Reactive Inkjet Printing of Regenerated Silk Fibroin Films for Use as Dental Barrier Membranes

January 2018

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171 Reads

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19 Citations

Current commercially available barrier membranes for oral surgery have yet to achieve a perfect design. Existing materials used are either non-resorbable and require a second surgery for their extraction, or alternatively are resorbable but suffer from poor structural integrity or degrade into acidic by-products. Silk has the potential to overcome these issues and has yet to be made into a commercially available dental barrier membrane. Reactive inkjet printing (RIJ) has recently been demonstrated to be a suitable method for assembling silk in its regenerated silk fibroin (RSF) form into different constructs. This paper will establish the properties of RSF solutions for RIJ and the suitability of RIJ for the construction of RSF barrier membranes. Printed RSF films were characterised by their crystallinity and surface properties, which were shown to be controllable via RIJ. RSF films degraded in either phosphate buffered saline or protease XIV solutions had degradation rates related to RSF crystallinity. RSF films were also printed with the inclusion of nano-hydroxyapatite (nHA). As reactive inkjet printing could control RSF crystallinity and hence its degradation rate, as well as offering the ability to incorporate bioactive nHA inclusions, reactive inkjet printing is deemed a suitable alternative method for RSF processing and the production of dental barrier membranes.


Citations (10)


... Sensor technology plays an important role in modern science and technology [1,2]. Flexible pressure sensors can realize pressure sensing and are widely used in electronic skin [3,4], wearable devices [5,6], health monitoring [7][8][9], motion detection [10,11], and other fields [12,13]. According to the sensing mechanism, pressure sensors can be divided into four common types: resistive sensors, capacitive sensors, piezoelectric sensors, and triboelectric sensors [14,15]. ...

Reference:

Preparation of Ion Composite Photosensitive Resin and Its Application in 3D-Printing Highly Sensitive Pressure Sensor
Inkjet Printing Magnetostrictive Materials for Structural Health Monitoring of Carbon Fibre-Reinforced Polymer Composite

... Fused Deposition Modeling (FDM) is one of the many AM techniques because of its simplicity, affordability, and versatility. Only the choice of material and the optimization of process parameters influence the mechanical performance of FDM printed parts, however, such improvements require systematic studies [1][2][3][4][5][6]. ...

Additive manufacturing of high density carbon fibre reinforced polymer composites

Additive Manufacturing

... In the scope of this paper, we will only focus on monitoring the radial strain and position of the flywheel rotor via OptoElectronic Strain Measurement (OESM), a contactless monitoring method [6], [7]. Contactless methods have advantages over competing methods like strain gauges in that no electronic components have to be installed on the rotating flywheel and that the measurement signals do not have to be transmitted from the rotating flywheel to the stationary part of the FESS [8], [9]. Since slip rings tend to overheat at the target speeds of up to 30 krpm, wireless data transmission would require at least some basic circuitry on the flywheel, while OESM only requires a treatment of the surface to apply a special reflective pattern. ...

Integrated Fabrication of Novel Inkjet-Printed Silver Nanoparticle Sensors on Carbon Fiber Reinforced Nylon Composites

... defects. [3][4][5][6][7][8][9][10][11][12] They can also be used to monitor vibrations [13] or strains in material, statically or dynamically. [5,[14][15][16][17][18] Current embedded sensor technologies used to monitor the health of CFRP and similar composite materials suffer from poor durability and are vulnerable to temperature changes experienced during manufacturing and throughout their life cycle. ...

Flat Inkjet‐Printed Copper Induction Coils for Magnetostrictive Structural Health Monitoring: A Comparison with Bulk Air Coils and an anisotropic magnetoresistive sensor (AMR) Sensor

... Such high internal stresses can be diminished or avoided with proper heat-treating cycles. After the stress-relieving cycle, surface finishing similar to any CM method is required [133]. Furthermore, one problem with surface finishing in the MAM process is when the metal material does not have the same finishing properties as CM method metal materials [134]. ...

Is ink heating a relevant concern in the High Speed Sintering process?

The International Journal of Advanced Manufacturing Technology

... A variety of wearable, flexible sweat sensors have been developed from degradable polymers as raw materials for the targeted detection of substances such as electrolytes [19][20][21], metabolites [22][23][24], nutrients [25][26][27], and heavy metal ions [28][29][30], and some initial applications have been achieved. To date, the most commonly used green degradable substrates for preparing sweat sensors include wrinkled paper and printing paper, but they require additional processing and/or carbonization to achieve effective sweat detection, making these protocols tedious and costly. ...

Aqua-gel pH sensor: intelligent engineering and evaluation of pH sensor based on multi-factorial testing regimes

Sensor Review

... In this regard, hydrogel matrices can be used as stimuli-responsive materials, as immobilization substrates for sensing molecules, and as protection surfaces. However, the main focus has recently been on the development of simple and non-toxic biosensors that allow the real-time monitoring of chemical biomarkers in human fluids in a wide detection range [23][24][25]. Such point-of-care devices can be used in a disposable way, for single ex vivo use, and in a constant wearable mode. ...

Comparison of conductometric behavior of two hydrogel based sensing polymeric composites in the physiological pH range

... This significantly hampers the precision of its 3D structure construction and its widespread clinical application. Rider et al. employed a reactive inkjet printing method to achieve high-resolution nanosized hydroxyapatite-incorporated silk fibroin membranes [26]. ...

Reactive Inkjet Printing of Regenerated Silk Fibroin Films for Use as Dental Barrier Membranes

... Phase inversion method, subcritical CO 2 foaming, freezedrying, gas foaming, micro-molding and 3D printing have been widely used to prepare EMI shielding materials with porous structures [24][25][26]. Phase separation methods include non-solvent-induced phase separation (NIPS), thermally induced phase separation (TIPS) and vapor-induced phase separation (VIPS) [27,28]. Since porous polymer materials can be prepared by phase separation methods, NIPS as the most commonly and widely employed technique can be used to fabricate EMI shielding materials with microcellular structures [29]. ...

Control of the Porous Structure of Polystyrene Particles Obtained by Nonsolvent Induced Phase Separation
  • Citing Article
  • October 2017

Langmuir

... During sliding, the generated heat dissipates slowly and rises up the interface temperature that successively deteriorates the tribological performance of sliding titanium (EI-Tayeb et al., 2010). Hence, Ti-Al6-V4 alloy requires surface modification to enhance its wear resistance, and a coating is essential for titanium alloys (Guleryuz and Cimenoglu, 2005;Norazman et al., 2017). By this procedure, an extensive economic profit might be achieved by reducing the loss of material in the action of wear and tear (Perumal et al., 2013). ...

Smoother and stronger high speed sintered elastomers through surface modification process
  • Citing Article
  • February 2017

International Journal of Rapid Manufacturing