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Materials Science in Additive Manufacturing                                   Functional materials for AM




            Table 7. Comparison of materials and fabrication methods for carbon‑based materials
            Printing method   Composition              Application  Performance                      References
            Inkjet            Poly (3,4ethylenedioxythiophene),   Chemical sensor Sensitivity (ΔS/ΔC) of 24.4×10  and short   135
                                                                                       -4
                              COOH, PEDOT: PSS, CNT                 response/recovery times of 13/60 at 1000 ppm
            Screen            Graphene-carbon ink      Humidity sensor resistance-humidity gradient was~12.4 Ω/%RH   136
                                                                    (room humidity) on 25%RH to 91.7%RH
            Extrusion         Pristine graphene formulated from   VOC sensor  Detect chemical substances - ethanol, methanol,   142
                              ethyl cellulose, toluene/ethanol      and acetone within the range of 5 to 100 ppm.
            Laser-induced forward   SWCNTs/SnO2 NPs    Chemical sensor  At room temperature, NH  response time of 13 s   144
                                                                                    3
            transfer                                   (NH )        for 25 ppm
                                                          3
            Meniscus          MWNTs, PVP               Strain sensor  Gauge factors of 12.87 at compressive strain and   137
                                                                    13.07 at tensile strain at over 1500 bending cycles
            FDM               Graphene-based polylactic acid, TPU Strain sensor  High level of sensitivity  138
            Inkjet            Graphene nano-sheets, green   Battery  ~942 mAh/g at 0.1 C. With the 100 cycles of   140
                              solvent: ethanol, stabilizer: 1 wt%   bending, 87% capacity remained.
                              ethyl-cellulose
            Inkjet            LiFePO /AB/CNT           Battery      150 mAh/g at 0.1 C with 150 cycles  141
                                   4
            Vat photopolymerization   PEGDA, Sudan I, GPE, PC, EC,   Battery  Capacity of 1.4 μAh/cm  after 2 cycles.  143
                                                                                   2
            (SLA)             Carbon black
            Abbreviations: AB: Acetylene Black; CNT: Carbon nanotube; EC: Ethylene Carbonate; FDM: Fused deposition modeling; GPE: Gel Polymer
            Electrolyte; MWNTs: Multiwall nanotubes; NPs: Nanoparticles; PC: Propylene Carbonate; PEDOT: PSS: Poly (3,4-ethylenedioxythiophene) polystyrene
            sulfonate; PVP: Polyvinylpyrrolidone; SLA: Stereolithography; SWCNTs: Single-walled carbon nanotube; TPU: Thermoplastic polyurethane;
            VOC: Volatile organic compound.

            sensors exhibit notable sensitivity to various compounds,   it applicable in various fields. Furthermore, a volatile
            with short response and recovery times. Similarly, strain   organic compound sensor was developed using pristine
            sensors can sensitively detect structural deformations and   graphene formulated from ethyl  cellulose  and toluene/
            stresses. Consequently, carbon-based chemical and strain   ethanol through extrusion printing.  Sized approximately
                                                                                           137
            sensors demonstrate innovative application potentials   12  μm, it demonstrated the capability to detect chemical
            across various industries.                         substances such as ethanol, methanol, and acetone within
                                                               the range of 5 – 100 ppm. A formula relating concentration
            (a)  Chemical sensors
                                                               in  ppm  and  resistance  variation  was  derived,  enabling
              Chemical sensors rely on chemical reactions altering the   current concentration measurements. The miniaturization
            material’s properties, forming the fundamental principle   of existing sensors suggests the potential to advance
            of their operation. Due to the durability and outstanding   portable chemical sensor technology, thereby leading to the
            properties of carbon-based materials, they are often   development of portable chemical sensors. Furthermore,
            utilized in chemical sensors. For instance, a highly sensitive   Anca  et al.  fabricated NH  detectable chemical sensors
                                                                        138
                                                                                      3
            flexible ethanol sensor was developed using inkjet printing,   using laser-induced forward transfer printing. The minimum
            functionalized  with  poly(3,4-ethylenedioxythiophene)  detectable NH  value was 25 ppm, with a response time of 13
                                                                          3
            and carboxylic acid (COOH) poly (styrenesulfonate)   s, showcasing an expansion of the manufacturing process.
            (PEDOT:  PSS) CNT. It exhibits a sensitivity (ΔS/ΔC) of   (b)  Strain sensors
            24.4×10  and short response/recovery times of 13/60 at
                  −4
            1000  ppm.  Its high sensitivity is anticipated to lead to   The strain-sensitive property of an object, influenced
                    135
            the development of precise ethanol sensors. In addition, a   by its structure, undergoes changes when subjected to
            humidity sensor was developed using graphene-carbon ink   mechanical forces such as tension or compression. This
            through screen printing on substrates such as glossy paper,   alteration in the property enables accurate measurement
            matt paper, and sylvicta. The sensor resistance-humidity   of strain experienced by the object.
            gradient was approximately 12.4 Ω/%RH (room humidity)   Flexible strain sensors were developed using CNT ink
            from 25% RH to 91.7% RH. It displayed flexibility, stability,   with multiwall nanotubes and PVP through meniscus-
                                                         136
            repeatability, durability, and short response/recovery time.    guided printing based on the principle of piezoresistivity.
            Detecting humidity is essential across diverse industries,   This sensor achieved gauge factors of 12.87 at compressive
            environmental monitoring, and health-care sectors, making   strain  and  13.07  at tensile strain  and maintained  its


            Volume 3 Issue 2 (2024)                         17                             doi: 10.36922/msam.3323
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