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	<title>human–machine interface technology &#8211; Science</title>
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	<title>human–machine interface technology &#8211; Science</title>
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		<title>3D-Printed Cellulose Hydrogel Keeps Wearable Sensors Flexible Below Freezing</title>
		<link>https://scienmag.com/3d-printed-cellulose-hydrogel-keeps-wearable-sensors-flexible-below-freezing/</link>
		
		<dc:creator><![CDATA[Denise Maddox]]></dc:creator>
		<pubDate>Tue, 18 Aug 2026 02:10:23 +0000</pubDate>
				<category><![CDATA[Chemistry]]></category>
		<category><![CDATA[3D-printed hydrogels for cold environments]]></category>
		<category><![CDATA[cellulose-based hydrogel]]></category>
		<category><![CDATA[durable materials for refrigerated environments]]></category>
		<category><![CDATA[flexible wearable healthcare devices]]></category>
		<category><![CDATA[frozen temperature resilient sensors]]></category>
		<category><![CDATA[human–machine interface technology]]></category>
		<category><![CDATA[hydrogel stability under freezing conditions]]></category>
		<category><![CDATA[ionic conductivity in low temperatures]]></category>
		<category><![CDATA[outdoor robotics with cold-weather sensors]]></category>
		<category><![CDATA[renewable polymers in wearable sensors]]></category>
		<category><![CDATA[salt-infused cellulose hydrogels]]></category>
		<category><![CDATA[wearable electronics]]></category>
		<guid isPermaLink="false">https://scienmag.com/3d-printed-cellulose-hydrogel-keeps-wearable-sensors-flexible-below-freezing/</guid>

					<description><![CDATA[Flexible wearable electronics may soon become far less vulnerable to winter conditions, thanks to a cellulose-based hydrogel that continues to conduct ionic signals even after prolonged exposure to subzero temperatures. Researchers from Southwest Jiaotong University have developed a transparent, flexible and 3D-printable material that resists freezing, retains mechanical strength and can detect human motion under [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>Flexible wearable electronics may soon become far less vulnerable to winter conditions, thanks to a cellulose-based hydrogel that continues to conduct ionic signals even after prolonged exposure to subzero temperatures. Researchers from Southwest Jiaotong University have developed a transparent, flexible and 3D-printable material that resists freezing, retains mechanical strength and can detect human motion under conditions that cause conventional hydrogel sensors to fail. The material could help expand wearable electronics into cold-weather healthcare, refrigerated environments, outdoor robotics and human-machine interfaces.</p>
<p>Hydrogel sensors are attractive because they are soft, stretchable and capable of conforming closely to the body. Their electrical behavior usually comes from mobile ions moving through a water-rich polymer network. That same water content, however, creates a serious weakness: when temperatures fall, water crystallizes into ice. Freezing can interrupt ion transport, stiffen the material, damage its internal network and reduce its ability to deform with the skin. In practical devices, these changes can produce weak, unstable or completely lost signals. The new research addresses the problem by using cellulose, a renewable polymer abundant in cotton, wood and agricultural materials, together with a carefully selected mixture of inorganic salts.</p>
<p>The team dissolved cotton-pulp cellulose in a binary molten salt hydrate containing zinc chloride and lithium bromide. The total salt-to-water molar ratio was maintained at 1:3, producing a strongly hydrated chemical environment capable of breaking apart cellulose’s normally resistant crystalline structure. Within approximately ten minutes, the salt system disrupted the hydrogen-bond network that holds cellulose microfibrils together. This rapid dissolution is important because cellulose is mechanically robust but notoriously difficult to process into uniform, high-performance soft materials without aggressive chemical treatment.</p>
<p>According to the researchers’ molecular simulations, the two salts play complementary roles during dissolution. Small, highly charged lithium ions are able to penetrate crystalline regions of cellulose and interfere with hydrogen bonds connecting neighboring molecular chains. Zinc ions, meanwhile, form stable hydration shells around the liberated cellulose chains. These shells help protect the polymer from hydrolytic degradation, a problem that can occur when cellulose is treated with concentrated zinc salts alone. After dissolution, the cellulose solution was cast into hydrogel structures and rinsed to produce the material identified as HZ0.3L0.7-C3.</p>
<p>The resulting hydrogel combines properties that are rarely found together in a single soft sensor. The optimized formulation achieved an ionic conductivity of 4.48 siemens per meter, allowing electrical signals to move efficiently through the hydrated network. It also tolerated compressive stress of up to 2.48 megapascals, giving it considerably more mechanical resilience than many conventional water-rich hydrogels. This balance between conductivity and strength is critical for wearable devices, which must repeatedly deform under pressure while maintaining a stable electrical response.</p>
<p>Its most striking feature is its resistance to ice formation. Differential scanning calorimetry measurements conducted between minus 80 and 20 degrees Celsius revealed no exothermic peak associated with water crystallization. In other words, the testing did not detect the thermal signature expected when free water freezes. The researchers attribute this behavior to the strong binding of water by the salt and cellulose network. When water molecules are coordinated with ions and confined within the polymer structure, they have far less freedom to organize into the crystalline lattice required for ice. The material therefore remains soft and ionically active at temperatures where ordinary hydrogels become rigid.</p>
<p>The low-temperature durability was demonstrated in an extended test at minus 25 degrees Celsius. After remaining at that temperature for 168 hours, the hydrogel sensor continued to produce clear and repeatable electrical signals when subjected to finger bending and fingertip pressing. This result suggests that the material does more than temporarily resist freezing during a brief laboratory demonstration. Its ability to preserve signal quality after a week of cold exposure could be relevant to wearable systems used in winter sports, polar research, cold-chain logistics and industrial facilities.</p>
<p>The hydrogel is also compatible with additive manufacturing. Its pronounced shear-thinning behavior means that it becomes less viscous when subjected to the force of flowing through a printer nozzle, then regains enough structural integrity to retain its shape after deposition. Using this property, the researchers printed detailed forms including five-pointed stars and maple leaves. Three-dimensional printing could allow sensors to be produced in custom geometries, enabling designers to match them to irregular body surfaces or integrate them directly into flexible electronic structures. This approach may reduce the need for complex cutting, assembly and molding steps.</p>
<p>For contact with skin, the researchers coated the hydrogel with polydopamine, a surface treatment inspired by the adhesive chemistry of mussels. The coating was intended to improve biocompatibility while preserving the material’s electrical performance. In a sandwich-structured sensor, the modified hydrogel responded to mechanical deformation in approximately 100 milliseconds and recovered in about 300 milliseconds. It maintained a stable output through 500 compression cycles at 30 percent strain, indicating that the ionic network and surrounding structure could withstand repeated use without rapid signal deterioration. Sensors attached to fingers, wrists, elbows and throats detected movements ranging from joint bending to subtle changes associated with speech and swallowing.</p>
<p>The researchers further demonstrated the technology in a data glove that translated hand movements into the real-time motion of a robotic model. Such an interface relies on the sensor’s ability to convert changes in pressure or deformation into electrical signals that can be interpreted by control software. Because the cellulose hydrogel is soft and conformable, it can remain in close contact with moving skin without the discomfort or mechanical mismatch associated with rigid electronic components. Combined with its resistance to freezing, the system points toward wearable controls that could function in environments where conventional sensors lose flexibility or conductivity.</p>
<p>The study’s broader significance lies in its combination of sustainability, manufacturing flexibility and environmental stability. Cellulose provides a renewable structural framework, while the zinc chloride–lithium bromide system supplies both ion transport and strong water-binding behavior. The result is not simply a hydrogel that survives the cold, but a platform that can be printed into customized shapes and incorporated into human-centered electronics. Challenges remain before commercial deployment, including long-term durability outside controlled laboratory conditions, salt retention, encapsulation, skin safety over extended periods and scalable manufacturing. Even so, the work offers a compelling strategy for overcoming one of soft electronics’ most persistent limitations: keeping water-based materials functional when the world around them turns to ice.</p>
<p><strong>Subject of Research</strong>: Experimental study</p>
<p><strong>Article Title</strong>: 3D Printable Ionically Conductive Cellulose Hydrogel Sensor with Robust Water Binding Property at Low Temperatures</p>
<p><strong>Web References</strong>: <a href="https://doi.org/10.1016/j.jobab.2026.100285">https://doi.org/10.1016/j.jobab.2026.100285</a>; <a href="https://www.sciencedirect.com/journal/journal-of-bioresources-and-bioproducts">Journal of Bioresources and Bioproducts</a></p>
<p><strong>References</strong>: 10.1016/j.jobab.2026.100285</p>
<p><strong>Image Credits</strong>: School of Chemistry, Key Laboratory of Advanced Technologies of Materials (Ministry of Education), Southwest Jiaotong University, Chengdu 610031, China</p>
<h4><strong>Keywords</strong></h4>
<p>Cellulose hydrogel, 3D-printable sensors, ionic conductivity, low-temperature electronics, freeze-resistant hydrogels, wearable sensors, flexible electronics, molten salt hydrate, motion sensors, robotic interfaces</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">179839</post-id>	</item>
		<item>
		<title>Graphene Oxide Boosts Piezoelectric and Triboelectric Performance in Heat-Treated PVDF Nanocomposites</title>
		<link>https://scienmag.com/graphene-oxide-boosts-piezoelectric-and-triboelectric-performance-in-heat-treated-pvdf-nanocomposites/</link>
		
		<dc:creator><![CDATA[Neil Sanderson]]></dc:creator>
		<pubDate>Mon, 03 Aug 2026 15:43:44 +0000</pubDate>
				<category><![CDATA[Technology and Engineering]]></category>
		<category><![CDATA[contact electrification in nanomaterials]]></category>
		<category><![CDATA[enhancement of piezoelectric performance]]></category>
		<category><![CDATA[flexible wearable energy devices]]></category>
		<category><![CDATA[Graphene oxide reinforced PVDF nanocomposites]]></category>
		<category><![CDATA[heat-treated PVDF properties]]></category>
		<category><![CDATA[human–machine interface technology]]></category>
		<category><![CDATA[mechanical energy conversion]]></category>
		<category><![CDATA[piezoelectric energy harvesting]]></category>
		<category><![CDATA[polymer nanocomposites]]></category>
		<category><![CDATA[self-powered sensors]]></category>
		<category><![CDATA[thermally exfoliated graphene oxide]]></category>
		<category><![CDATA[triboelectric nanogenerators]]></category>
		<guid isPermaLink="false">https://scienmag.com/graphene-oxide-boosts-piezoelectric-and-triboelectric-performance-in-heat-treated-pvdf-nanocomposites/</guid>

					<description><![CDATA[A new nanocomposite design could help turn everyday motion into usable electrical power, offering a promising route toward self-powered wearable devices, flexible sensors and next-generation human–machine interfaces. In a study published in npj Flexible Electronics, S. Mishra, H. Lakra, K. Hazarika and colleagues report a synergistic improvement in both piezoelectric and triboelectric responses by incorporating [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>A new nanocomposite design could help turn everyday motion into usable electrical power, offering a promising route toward self-powered wearable devices, flexible sensors and next-generation human–machine interfaces. In a study published in <em>npj Flexible Electronics</em>, S. Mishra, H. Lakra, K. Hazarika and colleagues report a synergistic improvement in both piezoelectric and triboelectric responses by incorporating thermally exfoliated graphene oxide into poly(vinylidene fluoride), commonly known as PVDF.</p>
<p>The significance of the work lies in its attempt to combine two different mechanisms for harvesting mechanical energy. Piezoelectric materials generate electrical charges when they are compressed, stretched or otherwise mechanically deformed. Triboelectric materials, by contrast, produce electricity through contact electrification and electrostatic induction when two surfaces touch, separate or slide against one another. Each effect can be useful on its own, but combining them in a single flexible material may allow devices to capture a wider range of movements.</p>
<p>PVDF is already one of the most widely studied polymers for flexible energy harvesting. It is lightweight, chemically stable, mechanically durable and capable of generating electrical charge when its molecular chains adopt the right arrangement. In particular, the polymer’s electroactive beta phase is strongly associated with piezoelectric performance. However, producing a material with a high proportion of this phase, while maintaining flexibility and reliable electrical output, remains a central challenge.</p>
<p>The researchers addressed this challenge by adding thermally exfoliated graphene oxide to the PVDF matrix. Graphene oxide consists of carbon sheets decorated with oxygen-containing chemical groups. Thermal exfoliation partially separates these layers and can modify their structure, surface chemistry and electrical behavior. When dispersed through a polymer, these nanoscale carbon-based sheets can influence how the polymer chains crystallize, interact with one another and respond to mechanical stress.</p>
<p>This interaction is crucial because the filler is not simply acting as an electrically conductive additive. At the interface between graphene oxide and PVDF, molecular interactions and differences in electrical properties can create localized regions where charges accumulate. These interfaces may assist the formation of electroactive PVDF structures while also affecting how charges move and remain separated during mechanical stimulation. The result is a composite in which the polymer and the nanofiller contribute to the overall electromechanical response in complementary ways.</p>
<p>The reported synergy between piezoelectricity and triboelectricity is particularly important for real-world motion. A bending sensor, for example, may experience both internal deformation of the PVDF and friction or contact between neighboring surfaces. A material optimized for only one mechanism could miss part of that available energy. By integrating both effects, the graphene oxide–PVDF nanocomposite may respond to pressing, bending, stretching, tapping and repeated contact, making it attractive for multifunctional sensing systems.</p>
<p>At the microscopic level, the piezoelectric response originates from the redistribution of bound charges as the polar regions of PVDF deform. The triboelectric response emerges when surfaces exchange charge during contact and separation, followed by the generation of a potential difference as the charged surfaces move apart. Thermally exfoliated graphene oxide can influence both processes by modifying the composite’s dielectric properties, interfacial polarization and charge-trapping behavior. These factors are often decisive in determining how much electrical output a flexible nanogenerator can deliver.</p>
<p>The potential applications extend beyond laboratory demonstrations. Flexible hybrid generators could be integrated into electronic skin, where they detect pressure and texture while producing their own sensing signals. They could also support wearable health monitors, motion-tracking patches, smart textiles and low-power wireless systems. In settings where replacing batteries is difficult or undesirable, materials that harvest energy from body movement, vibration or ambient mechanical activity could help reduce maintenance and improve device autonomy.</p>
<p>The study also highlights a broader strategy in materials science: improving performance not by relying on a single material, but by engineering the interfaces between different components. PVDF provides flexibility and electroactive behavior, while thermally exfoliated graphene oxide introduces nanoscale surfaces capable of modifying crystallization, polarization and charge transport. The reported results suggest that carefully designed polymer–nanocarbon interfaces may be a practical pathway toward lightweight, adaptable energy harvesters that combine sensing and power generation in the same structure.</p>
<p><strong>Subject of Research</strong>: Flexible piezoelectric and triboelectric nanocomposite materials for mechanical energy harvesting and self-powered sensing.</p>
<p><strong>Article Title</strong>: Synergistic improvement of piezoelectric and triboelectric responses in thermally exfoliated graphene oxide incorporated poly(vinylidene fluoride) nanocomposite.</p>
<p><strong>Article References</strong>: Mishra, S., Lakra, H., Hazarika, K. <i>et al.</i> “Synergistic improvement of piezoelectric and triboelectric responses in thermally exfoliated graphene oxide incorporated poly(vinylidene fluoride) nanocomposite.” <i>npj Flexible Electronics</i> (2026). <a href="https://doi.org/10.1038/s41528-026-00626-5">https://doi.org/10.1038/s41528-026-00626-5</a></p>
<p><strong>Image Credits</strong>: AI Generated</p>
<p><strong>DOI</strong>: 10.1038/s41528-026-00626-5</p>
<p><strong>Keywords</strong>: PVDF, graphene oxide, thermally exfoliated graphene oxide, piezoelectricity, triboelectricity, nanocomposites, flexible electronics, energy harvesting, self-powered sensors</p>
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