Simultaneous optimisation of shape and magnetisation of nanoparticles synthesised using a green bioinspired route†

IF 3.2 3区 工程技术 Q2 CHEMISTRY, PHYSICAL
Laura Norfolk, Luc Dewulf, Mauro Chiacchia, Siddharth V. Patwardhan and Sarah S. Staniland
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Abstract

The bioinspired co-precipitation of magnetite nanoparticles (MNP) using additives to tailor particle shape is an attractive alternative to the currently favoured environmentally unsustainable methods of producing shape-controlled particles. In particular, ethylenediamine based additives are able to produce MNP with high-yield under environmentally friendly conditions, yet with the desired control over particle attributes. The effect of tetraethylenepentamine (TEPA) as an additive in the room-temperature co-precipitation (RTCP) of magnetite has been investigated in an iterative Design of Experiments (DoE) strategy, utilising Full Factorial Designs (FFD) and a Path of Steepest Ascent (PSA) optimisation through three consecutive designs. Considering the ferric ratio (Fe3+/Fe2+), Fe/additive ratio, and timepoint of additive addition as factors, the percentage of isotropic faceted particles and saturation magnetisation were measured as responses. After an initial scouting FFD, timepoint of additive addition was found to be insignificant as a factor. A second FFD followed by a PSA optimisation found higher Fe3+/Fe2+ ratios of 0.6, closer to the ideal 2 : 1 stoichiometric ferric ratio produced a higher shape response (an increase in isotropic faceted particles). The interaction between ferric and Fe/additive ratio was found to be significant, as the same level of additive concentration was not as effective at lower ferric ratios. An optimum Fe/additive ratio of 50 : 1 was established, alongside the higher ferric ratio of 0.6 to produce ∼90% isotropic faceted particles with a high magnetism of 77 emu g−1, showing it is possible to synthesise MNP which are both highly magnetic and highly faceted. Since it is a requirement of many industries to use homogeneous particles, the predictive synthesis of these magnetite nanoparticles is a significant step towards the industrial production of green magnetite nanoparticles. These conditions can be utilised for further synthesis or as a basis for further optimisation of shape-tuned magnetite nanoparticle syntheses. This DoE strategy enabled the optimisation of two responses simultaneously to produce high quality MNP.

Abstract Image

Abstract Image

同时优化采用绿色生物启发路线合成的纳米粒子的形状和磁化率
使用添加剂定制颗粒形状的磁铁矿纳米颗粒(MNP)的生物启发共沉淀法,是目前最受欢迎的生产形状可控颗粒的环境不可持续方法的一种有吸引力的替代方法。特别是,基于乙二胺的添加剂能够在环境友好的条件下高产生产 MNP,同时还能对颗粒属性进行理想的控制。我们采用迭代实验设计(DoE)策略,利用全因子设计(FFD)和陡坡上升路径优化(PSA),通过三个连续设计,研究了四乙烯五胺(TEPA)作为添加剂在磁铁矿室温共沉淀(RTCP)中的作用。将铁比率(Fe3+/Fe2+)、铁/添加剂比率和添加剂添加时间点作为因子,测量各向同性刻面颗粒的百分比和饱和磁化率作为响应。在最初的探查 FFD 之后,发现添加剂的时间点作为一个因素并不重要。第二次 FFD 之后的 PSA 优化发现,Fe3+/Fe2+ 比率较高,为 0.6,更接近理想的 2 :更接近理想的 2 : 1 化学计量铁比率,会产生更高的形状响应(增加各向同性的刻面颗粒)。铁和铁/添加剂比率之间的相互作用非常明显,因为相同浓度的添加剂在较低的铁比率下效果不佳。最佳铁/添加剂比率为 50 :确定了 50 : 1 的最佳铁/添加剂比率,以及 0.6 的较高铁比率,从而生产出 ∼ 90% 的各向同性刻面颗粒,具有 77 emu g-1 的高磁性,这表明有可能合成出既具有高磁性又具有高刻面的 MNP。由于许多行业都要求使用均匀的颗粒,因此这些磁铁矿纳米颗粒的预测性合成是向工业化生产绿色磁铁矿纳米颗粒迈出的重要一步。这些条件可用于进一步合成,或作为进一步优化形状调整磁铁矿纳米粒子合成的基础。这种 DoE 策略能够同时优化两种反应,从而生产出高质量的 MNP。
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来源期刊
Molecular Systems Design & Engineering
Molecular Systems Design & Engineering Engineering-Biomedical Engineering
CiteScore
6.40
自引率
2.80%
发文量
144
期刊介绍: Molecular Systems Design & Engineering provides a hub for cutting-edge research into how understanding of molecular properties, behaviour and interactions can be used to design and assemble better materials, systems, and processes to achieve specific functions. These may have applications of technological significance and help address global challenges.
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