Fabrication of Flexible Thin Films from Sodium Alginate Biopolymer Composites for Smart Wearable Sensors Targeting Respiratory Health DOI
Nurdiana Nordin, Mun Fai Loke, Azzuliani Supangat

и другие.

Biomacromolecules, Год журнала: 2025, Номер unknown

Опубликована: Апрель 7, 2025

Modern wearable sensors for health monitoring are becoming increasingly popular due to their versatility. This study investigates the effects of Co2+ ions in flexible alginate-based composite films with doped cobalt and poly(3,4-ethylene-dioxythiophene):polystyrenesulfonate (PEDOT:PSS) respiratory monitoring. Contrary expectations, Co2+-doped Na-Alg/PEDOT:PSS/Glycerol 3b nanocomposite showed lower LED intensity (168 ± 75 au) conductivity (5.04 × 10-5 S/m). The addition negatively affected electrical performance hindered charge mobility structural integrity. In contrast, Na-Alg/PEDOT:PSS/glycerol 2b film achieved higher (236 25 maximum (6.61 S/m), which can be attributed plasticizing effect glycerol that improves homogeneity transport. also shows excellent wearability on skin, pressure sensitivity, ability monitor respiration.

Язык: Английский

Biomolecule sensors based on organic electrochemical transistors DOI Creative Commons
Zhengquan Lu, Kun Xu,

Kai Xiao

и другие.

npj Flexible Electronics, Год журнала: 2025, Номер 9(1)

Опубликована: Фев. 13, 2025

Язык: Английский

Процитировано

1
Machine Learning-Based Process Optimization in Biopolymer Manufacturing: A Review DOI Open Access
Ivan Malashin,

D. A. Martysyuk,

В С Тынченко

и другие.

Polymers, Год журнала: 2024, Номер 16(23), С. 3368 - 3368

Опубликована: Ноя. 29, 2024

The integration of machine learning (ML) into material manufacturing has driven advancements in optimizing biopolymer production processes. ML techniques, applied across various stages production, enable the analysis complex data generated throughout identifying patterns and insights not easily observed through traditional methods. As sustainable alternatives to petrochemical-based plastics, biopolymers present unique challenges due their reliance on variable bio-based feedstocks processing conditions. This review systematically summarizes current applications techniques aiming provide a comprehensive reference for future research while highlighting potential enhance efficiency, reduce costs, improve product quality. also shows role algorithms, including supervised, unsupervised, deep

Язык: Английский

Процитировано

4
Fabrication of Flexible Thin Films from Sodium Alginate Biopolymer Composites for Smart Wearable Sensors Targeting Respiratory Health DOI
Nurdiana Nordin, Mun Fai Loke, Azzuliani Supangat

и другие.

Biomacromolecules, Год журнала: 2025, Номер unknown

Опубликована: Апрель 7, 2025

Modern wearable sensors for health monitoring are becoming increasingly popular due to their versatility. This study investigates the effects of Co2+ ions in flexible alginate-based composite films with doped cobalt and poly(3,4-ethylene-dioxythiophene):polystyrenesulfonate (PEDOT:PSS) respiratory monitoring. Contrary expectations, Co2+-doped Na-Alg/PEDOT:PSS/Glycerol 3b nanocomposite showed lower LED intensity (168 ± 75 au) conductivity (5.04 × 10-5 S/m). The addition negatively affected electrical performance hindered charge mobility structural integrity. In contrast, Na-Alg/PEDOT:PSS/glycerol 2b film achieved higher (236 25 maximum (6.61 S/m), which can be attributed plasticizing effect glycerol that improves homogeneity transport. also shows excellent wearability on skin, pressure sensitivity, ability monitor respiration.

Язык: Английский

Процитировано

0