Nicholaus Prasetya’s research while affiliated with University of Luxembourg and other places

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Publications (48)


Enhancing CO2 sequestration efficiency: A comprehensive study of nanostructured MOF-composite membrane for sustainable climate solution
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March 2025

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32 Reads

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2 Citations

Carbon Capture Science & Technology

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A Comprehensive Review and Evaluation of the Hydrogen Separation Performance of Mixed Matrix Membranes

January 2025

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7 Reads

Hydrogen has emerged as one of the cleanest energy vectors that can support the transition into a green economy and thus can facilitate the transition to a carbon-neutral environment. Common hydrogen production methods include coal gasification, steam reforming, methane pyrolysis, and water electrolysis. All the hydrogen production methods produce a mixture of H2 and other products such as CO2, N2 and CH4 depending on the method. To separate hydrogen from the other molecules, common methods like cryogenic distillation and pressure swing adsorption have been used widely. In addition to these methods, membranes can be used which offer energy efficiency compared to the previously mentioned methods. The widely used membranes for H2 separation are metallic membranes such as palladium-based membranes. Despite their high separation performance, they are not cost-effective. Another type of membrane that can address cost-efficiency, energy consumption, and performance limitations, is the polymeric membrane. Moreover, polymeric membranes are also solution-processable and thus bringing another advantage from a fabrication point of view. However, polymeric membranes usually suffer from a permeability-selectivity trade-off. Therefore, there is a need to improve the hydrogen separation performance of polymeric membranes, and one effective strategy is forming mixed matrix membranes (MMM). MMM is a composite membrane comprised of at least two components: polymers and fillers. The presence of the fillers in this type of membrane is important to improve the separation performance of the polymeric membranes. This review then aims to provide an overview of MMM used for hydrogen separation starting from their fabrication strategies until thorough discussions and assessments of different fillers. Moreover, this article also comprehensively evaluates the performance of the MMM by assessing their improvement on the separation performance and scrutinizing the impact of the filler's physical properties on the MMM performance. Lastly, the outlook for the field is also given to direct the future research in this field.



Number of publications of microporous materials membrane for hydrogen separation based on Scopus.
A schematic of the possible gas transport phenomenon through a microporous membrane: a) solution–diffusion, b) molecular sieving, c) surface diffusion, and d) Knudsen diffusion.
A schematic diagram of the microporous silica membrane prepared on a tubular/hollow fiber substrate.
Illustration of the synergistic effect of a) the Pd‐Nb‐BTESE silica membrane and b) the impact of Pd‐Nb loading on hydrogen adsorption and c) gas separation performance. d) Illustration of the palladium‐impregnated silica membrane through vacuum‐assisted method and e) its impact on the hydrogen permeation activation energy and f) H2/N2 selectivity. Figures a–c[⁵²] and Figures d–f[⁴²] are reproduced with permission. Copyright 2020 and 2008, respectively, Elsevier.
Some examples of zeolites used as a membrane material for hydrogen separation with their corresponding pore diameter and pore aperture. The pore diameter and aperture data are obtained from the International Zeolite Association (IZA).

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Advances in Membranes from Microporous Materials for Hydrogen Separation from Light Gases
  • Article
  • Full-text available

November 2024

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79 Reads

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2 Citations

With the pressing concern of the climate change, hydrogen will undoubtedly play an essential role in the future to accelerate the way out from fossil fuel‐based economy. In this case, the role of membrane‐based separation cannot be neglected since, compared with other conventional process, membrane‐based process is more effective and consumes less energy. Regarding this, metal‐based membranes, particularly palladium, are usually employed for hydrogen separation because of its high selectivity. However, with the advancement of various microporous materials, the status quo of the metal‐based membranes could be challenged since, compared with the metal‐based membranes, they could offer better hydrogen separation performance and could also be cheaper to be produced. In this article, the advancement of membranes fabricated from five main microporous materials, namely silica‐based membranes, zeolite membranes, carbon‐based membranes, metal organic frameworks/covalent organic frameworks (MOF/COF) membranes and microporous polymeric membranes, for hydrogen separation from light gases are extensively discussed. Their performances are then summarized to give further insights regarding the pathway that should be taken to direct the research direction in the future.

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Recent Advances in Microporous Materials Membrane for Hydrogen Separation against Light Gases

August 2024

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24 Reads

With the pressing concern of the climate change, hydrogen will undoubtedly play an essential role in the future to accelerate the way out from fossil fuel-based economy. In this case, the role of membrane-based separation cannot be neglected since, compared with other conventional process, membrane-based process is more effective and consumes less energy. Regarding this, metal-based membranes, particularly palladium, are usually employed for hydrogen separation because of its high selectivity. However, with the advancement of various microporous materials, they could challenge the status quo of the metal-based membranes since they could offer both high hydrogen permeability and selectivity while also relatively cheaper to be produced. In this article, the advancement of five main microporous material membranes, namely silica-based membranes, zeolite membranes, carbon-based membranes, metal organic frameworks/covalent organic frameworks (MOF/COF) membranes and microporous polymeric membranes are extensively discussed. Their performances for hydrogen separation are then summarized to give further insights regarding the pathway that should be taken to direct the research direction in the future.



Investigation of MOF-525 and post-metalated MOF-525 as nanofillers in mixed matrix membranes for CO2 separation

April 2024

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20 Reads

Over the past twenty years, metal-organic frameworks (MOFs) have emerged as extensively developed porous class of materials and are increasingly recognized as promising candidates for membrane-based CO2 separation. This potential primarily stems from the ability to deliberately customize their structure and functionalities to enhance interactions with guest molecules. In this study, we explore the use of MOF-525, a porphyrin-based MOF, as a nanofiller in a mixed matrix membrane (MMM) composed of 6FDA-DAM (6FDA: 2,2-bis(3,4-dicarboxyphenyl)hexafluoropropane dianhydride; DAM: 2,4,6-trimethyl-1,3-diaminobenzene) polymer for CO2/N2 and CO2/CH4 separations. This particular MOF is chosen because of the possibility to metalate its porphyrin ring to tailor the interaction between the CO2 molecule and the MOF framework. As a result, the CO2/N2 and CO2/CH4 separation performance of the MMM loaded with metalated MOF-525 can be significantly improved without the necessity to use a very high nanoparticle loading. When compared to the bare polymeric membrane and 2 wt% non-metalated MOF-525 MMM, around 20% improvement in the membrane permeability and selectivity can be observed for the 2 wt% metalated MOF-525 MMM. Further analysis on the gas transport property of the MMM showed that the improvement mainly results from the enhanced CO2 solubility in the MMMs and improved interaction between the metalated MOF-525 and the CO2 molecule. However, it is also found that 2 and 5 wt% are the optimum loading value, above which the interfacial defects between the MOF nanoparticles and the polymers caused by the particle agglomeration starts to appear and thus deteriorating the membrane performance. This is also confirmed through the molecular simulations where some overestimations from the Maxwell model on the membrane permeability is observed particularly at high particle loading, indicating the agglomeration and the build-up of non-selective voids. Despite this, we have successfully shown in this study the high efficacy and efficiency of using metalated porphyrin MOFs for CO2 separation in a MMM since only relatively low particle loading (around 2 wt%) is required to improve the membrane performance.


Investigation of the Free-Base Zr-Porphyrin MOFs as Humidity Sensors for an Indoor Setting

March 2024

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6 Reads

Maintaining optimal relative humidity is paramount for human comfort. Therefore, the utilization of quartz crystal microbalance (QCM) as a humidity sensor platform holds significant promise due to its cost-effectiveness and high sensitivity. This study explores the efficacy of three free-base Zr porphyrin metal-organic frameworks (MOFs) - namely MOF-525, MOF-545, and NU-902 - as sensitive materials for QCM-based humidity sensors. Our extended experimental findings reveal that these materials exhibit notable sensitivity, particularly within relative humidity ranges of 40% to 100%. However, we observe potential irreversible adsorption sites within the MOF-545 framework, hindering its ability to revert to its initial state after prolonged exposure. In light of this observation, we conduct periodic cycling experiments at relative humidity levels of 40-70% to evaluate the measurement repeatability and feasibility of these sensors for indoor applications. Interestingly, the periodic cycling study demonstrates that MOF-545 shows promising repeatability, positioning it as a strong contender for indoor humidity sensing. In contrast, MOF-525 may necessitate extended desorption time, and NU-902 displays diminished sensitivity at low relative humidity levels. Nevertheless, a preliminary treatment of the MOF-545 QCM sensor may be necessary to address irreversible adsorption sites and uphold measurement repeatability, as only reversible adsorption sites are currently accessible. This study underscores the potential of MOF-based QCM sensors for effective humidity monitoring in indoor environments, thus facilitating improved comfort and environmental control.



Utilizing Machine Learning to Optimize Metal-Organic Framework-Derived Polymer Membranes for Gas Separation

August 2023

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112 Reads

Metal-organic frameworks (MOFs) have gained substantial attention as promising materials for gas separation membranes due to their exceptional porosity, tailorability, and functionalizability. In this study, we present a novel approach to further enhance the properties of porous polymer membranes emerging from MOFs through crosslinking of the organic linker molecules and subsequent metal-atom removal. To ensure reproducibility of the multi-step synthesis process and high quality of the resulting polymeric membranes, we automated the process and followed a machine learning optimization approach. The high-quality MOF-thin films (SURMOFs) were prepared in a layer-by-layer fashion directly on gold-coated porous alumina substrates. This direct synthesis proved crucial to preserve the structural integrity of the membranes and thus avoiding defect formation caused by a substrate-transfer process, which is usually required when advanced materials are used to fabricate a membrane. The initial SURMOF membrane exhibits moderate gas separation performance, once crosslinked, its gas selectivity could be significantly enhanced although with the compromise of lower gas permeance. Interestingly, once we removed the metal centers and thereby converted the SURMOF into a purely organic polymeric membrane, the membrane gas permeance could be restored almost to its initial condition while preserving the enhanced selectivities. In particular, the resulting polymeric membrane outperforms most commercially available polymer membranes for H2 /CO2 gas separation. This research outlines a promising approach to employ MOFs as template in the generation of advanced polymer membranes for various gas and liquid phase separation applications.


Citations (29)


... ML has also empowered predicting the gas diffusivities and permeabilities of a wide range of materials [22,62,63] which otherwise requires performing careful simulations, particularly for gas mixtures [64,65,66,67]. Techniques have also been developed to account for incomplete datasets during the training process of an ML model [68], obtaining fractional free volume of membranes [69], and predicting a given polymer membrane's adsorption selectivity and their performance towards gas separation [70,71,72,73,74,75,76]. ...

Reference:

Unifying Mixed Gas Adsorption in Molecular Sieve Membranes and MOFs using Machine Learning
Utilizing Machine Learning to Optimize Metal-Organic Framework-Derived Polymer Membranes for Gas Separation

Journal of Materials Chemistry A

... Its crystallographic symmetry belongs to the 32-point group (trigonal system), exhibiting six independent elastic constants, two independent piezoelectric constants, and two independent dielectric constants. Thanks to these important properties, quartz has been used as a substrate in many resonators for communication devices, [1][2][3] biosensors, [4][5][6] gas sensors, [7][8][9][10] viscosity sensors, [11][12][13] and stress sensors. 14) AT-cut quartz resonators have been most commonly used for sensing applications because their through-thickness shear-resonance frequency shows extremely high temperature stability near RT. ...

MOF-composite sensors to eliminate the QCM positive frequency shift
  • Citing Article
  • August 2023

Sensors and Actuators B Chemical

... In 2022, Wang et al. [44] prepared MIL-88a (Fe) cotton fibers fixed bed reactor. Nicholaus Prasetya et al [45] studied three free-base porphyrine Zr-metal organic frameworks namely MIF-525, MIF-545 & NU-902 for adsorption of diclofenac. Interestingly it is observed that their adsorption affinity towards diclofenac different from one another due to hydrogen bonding occurred between MOF and diclofenac. ...

Removal of diclofenac by adsorption process studied in free-base porphyrin Zr-metal organic frameworks (Zr-MOFs)

... In multi-component systems, AC may exhibit reduced efficiency due to competitive adsorption among different compounds [212]. AC's thermal resistance is lower than that of certain metal-organic frameworks, limiting its use at higher temperatures [213]. Wang et al. [6] pointed out several challenges in using AC for carbonbased gas adsorption, which needed more investigation. ...

Metal-organic frameworks for the adsorptive removal of pharmaceutically active compounds (PhACs): Comparison to activated carbon
  • Citing Article
  • January 2023

Coordination Chemistry Reviews

... They obtained a relatively high adsorption capacity of 1158.0 mg g −1 . Prasetya and Li (2022) synthesized defective MOF-801 and used it for the adsorptive removal of diclofenac from water. A relatively high adsorption capacity of 680 mg g −1 was obtained, and this was about 3 times greater than that of the pristine adsorbent (200 mg g −1 ). ...

Synthesis of defective MOF-801 via an environmentally benign approach for diclofenac removal from water streams
  • Citing Article
  • August 2022

Separation and Purification Technology

... This is because, in general, neither the metal component nor the organic linker provides a link to bond to the support surface, making the membranes structurally unstable. The reactive seeding (RS) technique reported by Hu et al. 24,25 is a facile secondary growth method in which an alumina support can be used as a metal source to interact with a linker to form high-density MOF seeds, which not only mitigates interfacial defects but also considerably minimizes the formation of intercrystalline voids, thus improving MOF membrane selectivity. Therefore, to make high-performance MOF membranes, a fabrication technique that can (i) minimize intercrystalline defects, (ii) improve the interfacial compatibility between the MOF layer and substrate and (iii) control the orientation of MOF permeation channels should be developed. ...

Re-generable and Re-synthesisable Micro-structured MIL-53 Raschig Rings for Ibuprofen Removal
  • Citing Article
  • February 2022

Journal of Environmental Chemical Engineering

... 7,10,14,[46][47][48][49] Developing membranes from other nanoporous atomically thin materials or employing multilayer structures is also being pursued as a route to circumvent some of these challenges. [50][51][52][53][54][55][56][57][58][59][60][61][62][63][64][65][66][67][68][69] Ultimately, the separation performance of these membranes will depend on transport rates through the individual pores in the material. Since large-area graphene membranes consist of arrays of independent pores of ideally the same size and structure, the selectivity or rejection of individual pores sets the upper bound for that of the overall membrane. ...

Advances and challenges in the development of nanosheet membranes
  • Citing Article
  • December 2021

... During the past several decades, the development of membrane technology has attracted growing attentions from both academia and industry because of its advantages including high performance, high energy-efficient and low footprint (Prasetya, Himma, Sutrisna, & Wenten, 2022). Some traditional polymers with good performance and low cost, such as polyethersulfone (PES), polyamide (PA), polysulfone (PSF) and polyimide (PI), are frequently used materials for fabrication of commercial membranes (Li, Dong, Yang, & He, 2022). ...

Recent advances in dual-filler mixed matrix membranes
  • Citing Article
  • December 2021

... A vital component of the ECMO circuit is the oxygenation membrane that allows the adequate gas exchange [6]. In the 1980s, polymeric materials were developed, including polypropylene (PP) oxygenation membranes, with micropores that allow high gas transfer, low priming volumes, and low resistance. ...

Membrane Oxygenator for Extracorporeal Blood Oxygenation

Journal of Engineering and Technological Sciences

... The pore obstruction observed in both modified membranes could be due to PDA and TiO 2 particle deposition on the membrane surface. This PDA deposition may cause the formation of a layer that partially blocks the pores, leading to a reduction in permeance, as already noted by Proner et al. [41], and Shah et al. [42]. On the other hand, the presence of TiO 2 particles on the membrane surface (points with lighter color in the image) may be contributing to the increase in permeance because of the rougher surface and higher hydrophilic character (to be shown in Fig. 11), which can facilitate the transport of water molecules through the membrane [43,44]. ...

Polydopamine modification of high-performance PVDF ultrafiltration membranes prepared by the combined crystallisation and diffusion (CCD) method
  • Citing Article
  • June 2021

Journal of Membrane Science