DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Characterization of the state of nanoparticle aggregation in non-equilibrium plasma synthesis systems

Abstract

Non-equilibrium plasmas offer a unique environment for nanoparticle synthesis. Particles are homogeneously nucleated and grow at near room temperature as a result of non-thermal decomposition of vapor precursors by electrons and other plasma-excited species. Despite their widespread use, several features regarding particle growth in these systems remain poorly understood. In particular, particle aggregation (the formation of non-spherical entities composed of primary particles) is assumed to be negligible because of unipolar particle charging and subsequent Coulombic repulsion, which would hinder collisional growth. Here, we apply ion mobility-mass spectrometry (IM-MS) to a non-thermal, atmospheric pressure DC microplasma to study the state of aggregation of as-synthesized nanoparticles. Under all examined synthesis conditions, we find the presence of highly branched, chain-like aggregates at the reactor outlet, with a primary particle radius below 10 nm that is relatively insensitive to synthesis conditions. The aggregates are polydisperse, with mean masses and mobility diameters increasing with both increasing precursor concentration and increasing flow residence time within the system. TEM structural characterization shows that the aggregates can be described by a quasifractal model, with a fractal dimensions in the 1.6–2.0 range. The mass-mobility relationship inferred from IM-MS and TEM agrees well with Langevin dynamics simulations where coulomb interactionsmore » are not considered. We suggest that particle aggregation occurs either in the plasma volume due to the scavenging of smaller neutral or positively charged particles by growing aggregates or outside the reactor where the plasma density is lower and electrons are not available to maintain high levels of unipolar charge. Furthermore, the methods applied here additionally demonstrate the potential of IM-MS and TEM structural characterization in analyzing gas-phase nanoparticle production processes.« less

Authors:
 [1];  [1];  [1];  [2]; ORCiD logo [1]
  1. Univ. of Minnesota, Minneapolis, MN (United States)
  2. Case Western Reserve Univ., Cleveland, OH (United States)
Publication Date:
Research Org.:
Univ. of Minnesota, Minneapolis, MN (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Fusion Energy Sciences (FES)
OSTI Identifier:
1479200
Grant/Contract Number:  
SC0018202
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Physics. D, Applied Physics
Additional Journal Information:
Journal Volume: 51; Journal Issue: 33; Related Information: http://iopscience.iop.org/article/10.1088/1361-6463/aad26f/meta; Journal ID: ISSN 0022-3727
Publisher:
IOP Publishing
Country of Publication:
United States
Language:
English
Subject:
77 NANOSCIENCE AND NANOTECHNOLOGY; 42 ENGINEERING; 47 OTHER INSTRUMENTATION; Dusty Plasmas; Ion Mobility-Mass Spectrometry; Aggregation; Differential Mobility Analysis; plasma synthesis; structural characterization; multidimensional size distributions

Citation Formats

Chen, Xiaoshuang, Ghosh, Souvik, Buckley, David T., Sankaran, R. Mohan, and Hogan, Jr., Christopher J. Characterization of the state of nanoparticle aggregation in non-equilibrium plasma synthesis systems. United States: N. p., 2018. Web. doi:10.1088/1361-6463/aad26f.
Chen, Xiaoshuang, Ghosh, Souvik, Buckley, David T., Sankaran, R. Mohan, & Hogan, Jr., Christopher J. Characterization of the state of nanoparticle aggregation in non-equilibrium plasma synthesis systems. United States. https://doi.org/10.1088/1361-6463/aad26f
Chen, Xiaoshuang, Ghosh, Souvik, Buckley, David T., Sankaran, R. Mohan, and Hogan, Jr., Christopher J. Thu . "Characterization of the state of nanoparticle aggregation in non-equilibrium plasma synthesis systems". United States. https://doi.org/10.1088/1361-6463/aad26f. https://www.osti.gov/servlets/purl/1479200.
@article{osti_1479200,
title = {Characterization of the state of nanoparticle aggregation in non-equilibrium plasma synthesis systems},
author = {Chen, Xiaoshuang and Ghosh, Souvik and Buckley, David T. and Sankaran, R. Mohan and Hogan, Jr., Christopher J.},
abstractNote = {Non-equilibrium plasmas offer a unique environment for nanoparticle synthesis. Particles are homogeneously nucleated and grow at near room temperature as a result of non-thermal decomposition of vapor precursors by electrons and other plasma-excited species. Despite their widespread use, several features regarding particle growth in these systems remain poorly understood. In particular, particle aggregation (the formation of non-spherical entities composed of primary particles) is assumed to be negligible because of unipolar particle charging and subsequent Coulombic repulsion, which would hinder collisional growth. Here, we apply ion mobility-mass spectrometry (IM-MS) to a non-thermal, atmospheric pressure DC microplasma to study the state of aggregation of as-synthesized nanoparticles. Under all examined synthesis conditions, we find the presence of highly branched, chain-like aggregates at the reactor outlet, with a primary particle radius below 10 nm that is relatively insensitive to synthesis conditions. The aggregates are polydisperse, with mean masses and mobility diameters increasing with both increasing precursor concentration and increasing flow residence time within the system. TEM structural characterization shows that the aggregates can be described by a quasifractal model, with a fractal dimensions in the 1.6–2.0 range. The mass-mobility relationship inferred from IM-MS and TEM agrees well with Langevin dynamics simulations where coulomb interactions are not considered. We suggest that particle aggregation occurs either in the plasma volume due to the scavenging of smaller neutral or positively charged particles by growing aggregates or outside the reactor where the plasma density is lower and electrons are not available to maintain high levels of unipolar charge. Furthermore, the methods applied here additionally demonstrate the potential of IM-MS and TEM structural characterization in analyzing gas-phase nanoparticle production processes.},
doi = {10.1088/1361-6463/aad26f},
journal = {Journal of Physics. D, Applied Physics},
number = 33,
volume = 51,
place = {United States},
year = {Thu Jul 26 00:00:00 EDT 2018},
month = {Thu Jul 26 00:00:00 EDT 2018}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 24 works
Citation information provided by
Web of Science

Figures / Tables:

Table 1 Table 1: A summary of DC microplasma operating conditions. The particle laden flow rate is the same for both DMA and APM measurements. The gas viscosity and mean free path are needed to link data operating conditions to the mobility diameter via the Stokes Millikan equation. The DMA sheath flowmore » rate was calculated from 125 nm PSL calibration. Also shown are geometric mean diameters (π‘‘π‘š,𝑔) and geometric standard deviations (πœŽπ‘”) for the number based size distributions, inferred from IM-MS measurements.« less

Save / Share:

Works referenced in this record:

Fabrication of Electrically Conductive Metal Patterns at the Surface of Polymer Films by Microplasma-Based Direct Writing
journal, February 2014

  • Ghosh, Souvik; Yang, Rui; Kaumeyer, Michelle
  • ACS Applied Materials & Interfaces, Vol. 6, Issue 5
  • DOI: 10.1021/am406005a

The Existence of Non-negatively Charged Dust Particles in Nonthermal Plasmas
journal, February 2017

  • Mamunuru, M.; Le Picard, R.; Sakiyama, Y.
  • Plasma Chemistry and Plasma Processing, Vol. 37, Issue 3
  • DOI: 10.1007/s11090-017-9798-6

On the nucleation and crystallization of nanoparticles in continuous-flow nonthermal plasma reactors
journal, November 2014

  • Lopez, Thomas; Mangolini, Lorenzo
  • Journal of Vacuum Science & Technology B, Nanotechnology and Microelectronics: Materials, Processing, Measurement, and Phenomena, Vol. 32, Issue 6
  • DOI: 10.1116/1.4899206

Technical note: A corrected two dimensional data inversion routine for tandem mobility-mass measurements
journal, December 2017


The Bipolar Diffusion Charging of Nanoparticles: A Review and Development of Approaches for Non-Spherical Particles
journal, October 2015

  • Gopalakrishnan, Ranganathan; McMurry, Peter H.; Hogan,, Christopher J.
  • Aerosol Science and Technology, Vol. 49, Issue 12
  • DOI: 10.1080/02786826.2015.1109053

Plasma synthesis of nanostructures for improved thermoelectric properties
journal, April 2011


Friction factor for aerosol fractal aggregates over the entire Knudsen range
journal, January 2017


The Mobility of Fractal Aggregates: A Review
journal, July 2011


Software-programmable continuous-flow multi-purpose lab-on-a-chip
journal, April 2013

  • Amin, Ahmed M.; Thakur, Raviraj; Madren, Seth
  • Microfluidics and Nanofluidics, Vol. 15, Issue 5
  • DOI: 10.1007/s10404-013-1180-2

Microplasmas for nanomaterials synthesis
journal, July 2010


Particle charging in low‐pressure plasmas
journal, May 1995

  • Matsoukas, Themis; Russell, Marc
  • Journal of Applied Physics, Vol. 77, Issue 9
  • DOI: 10.1063/1.359451

Electric Potential Around an Absorbing Body in Plasmas: Effect of Ion-Neutral Collisions
journal, June 2008


The mass–mobility distributions of ions produced by a Po-210 source in air
journal, December 2015


Dusty plasma formation: Physics and critical phenomena. Theoretical approach
journal, February 1996

  • Fridman, A. A.; Boufendi, L.; Hbid, T.
  • Journal of Applied Physics, Vol. 79, Issue 3
  • DOI: 10.1063/1.361026

Ion mobility–mass spectrometry analysis of large protein complexes
journal, June 2008

  • Ruotolo, Brandon T.; Benesch, Justin L. P.; Sandercock, Alan M.
  • Nature Protocols, Vol. 3, Issue 7
  • DOI: 10.1038/nprot.2008.78

The Collision Rate of Nonspherical Particles and Aggregates for all Diffusive Knudsen Numbers
journal, November 2012

  • Thajudeen, Thaseem; Gopalakrishnan, Ranganathan; Hogan, Christopher J.
  • Aerosol Science and Technology, Vol. 46, Issue 11
  • DOI: 10.1080/02786826.2012.701353

Coagulation–Agglomeration of Fractal-like Particles: Structure and Self-Preserving Size Distribution
journal, January 2015

  • Goudeli, Eirini; Eggersdorfer, Maximilian L.; Pratsinis, Sotiris E.
  • Langmuir, Vol. 31, Issue 4
  • DOI: 10.1021/la504296z

Spatially resolved diagnostics of an atmospheric pressure direct current helium microplasma
journal, May 2005

  • Wang, Qiang; Koleva, Ivanka; Donnelly, Vincent M.
  • Journal of Physics D: Applied Physics, Vol. 38, Issue 11
  • DOI: 10.1088/0022-3727/38/11/008

Dynamics of the aerosol particle photocharging process
journal, March 2002

  • Maisels, Arkadi; Jordan, Frank; Fissan, Heinz
  • Journal of Applied Physics, Vol. 91, Issue 5
  • DOI: 10.1063/1.1446237

Modelling of direct ultraviolet photoionization and charge recombination of aerosol nanoparticles in continuous flow
journal, January 2017

  • Nishida, R. T.; Boies, A. M.; Hochgreb, S.
  • Journal of Applied Physics, Vol. 121, Issue 2
  • DOI: 10.1063/1.4972335

Mass-mobility characterization of flame-made ZrO2 aerosols: Primary particle diameter and extent of aggregation
journal, December 2012

  • Eggersdorfer, M. L.; GrΓΆhn, A. J.; Sorensen, C. M.
  • Journal of Colloid and Interface Science, Vol. 387, Issue 1
  • DOI: 10.1016/j.jcis.2012.07.078

Nonthermal Plasma Synthesis of Faceted Germanium Nanocrystals
journal, July 2007

  • Cernetti, P.; Gresback, R.; Campbell, S. A.
  • Chemical Vapor Deposition, Vol. 13, Issue 6-7
  • DOI: 10.1002/cvde.200606559

Measurement of 100 nm and 60 nm Particle Standards by Differential Mobility Analysis
journal, July 2006

  • Mulholland, George W.; Donnelly, Michelle K.; Hagwood, Charles R.
  • Journal of Research of the National Institute of Standards and Technology, Vol. 111, Issue 4
  • DOI: 10.6028/jres.111.022

Characterization of particle generated during plasma-enhanced chemical vapor deposition on amorphous carbon layer using particle beam mass spectrometer
journal, March 2018

  • Kim, Dongbin; Kim, TaeWan; Park, Sang Hyun
  • Journal of Vacuum Science & Technology A: Vacuum, Surfaces, and Films, Vol. 36, Issue 2
  • DOI: 10.1116/1.5000087

Particle Formation and Trapping Behavior in a TEOS/O 2 Plasma and Their Effects on Contamination of a Si Wafer
journal, February 2004

  • Setyawan, Heru; Shimada, Manabu; Hayashi, Yutaka
  • Aerosol Science and Technology, Vol. 38, Issue 2
  • DOI: 10.1080/02786820490250845

Novel method to classify aerosol particles according to their mass-to-charge ratioβ€”Aerosol particle mass analyser
journal, March 1996


Rapid Characterization of Agglomerate Aerosols by In Situ Massβˆ’Mobility Measurements
journal, July 2009

  • Scheckman, Jacob H.; McMurry, Peter H.; Pratsinis, Sotiris E.
  • Langmuir, Vol. 25, Issue 14
  • DOI: 10.1021/la900441e

Gas temperature and electron temperature measurements by emission spectroscopy for an atmospheric microplasma
journal, January 2007

  • Mariotti, Davide; Shimizu, Yoshiki; Sasaki, Takeshi
  • Journal of Applied Physics, Vol. 101, Issue 1
  • DOI: 10.1063/1.2409318

Particle counting efficiencies of new TSI condensation particle counters
journal, June 2007


Charging of particles in a plasma
journal, August 1994


Design Considerations and Performance Evaluation of a Compact Aerosol Particle Mass Analyzer
journal, October 2013


Nonthermal Plasma Synthesis of Nanocrystals: Fundamental Principles, Materials, and Applications
journal, August 2016


Mobility size and mass of nascent soot particles in a benchmark premixed ethylene flame
journal, October 2015


The mobilities of flame synthesized aggregates/agglomerates in the transition regime
journal, February 2015


Enormous Yield of Photoelectrons from Small Particles
journal, October 1980


Coulomb-influenced collisions in aerosols and dusty plasmas
journal, February 2012


Charging properties of a dust grain in collisional plasmas
journal, May 2006

  • Khrapak, S. A.; Morfill, G. E.; Khrapak, A. G.
  • Physics of Plasmas, Vol. 13, Issue 5
  • DOI: 10.1063/1.2201538

Plasma-Assisted Dissociation of Organometallic Vapors for Continuous, Gas-Phase Preparation of Multimetallic Nanoparticles
journal, September 2011

  • Lin, Pin Ann; Sankaran, R. Mohan
  • Angewandte Chemie International Edition, Vol. 50, Issue 46
  • DOI: 10.1002/anie.201101881

Spatial distribution of the electrical potential and ion concentration in the downstream area of atmospheric pressure remote plasma
journal, October 2014

  • Mishin, M. V.; Protopopova, V. S.; Uvarov, A. A.
  • AIP Advances, Vol. 4, Issue 10
  • DOI: 10.1063/1.4898785

An Ultrafine Aerosol Condensation Nucleus Counter
journal, January 1991

  • Stolzenburg, Mark; McMurry, Peter
  • Aerosol Science and Technology, Vol. 14, Issue 1, p. 48-65
  • DOI: 10.1080/02786829108959470

Langevin Simulation of Aggregate Formation in the Transition Regime
journal, February 2015

  • Thajudeen, Thaseem; Deshmukh, Suhrid; Hogan, Christopher J.
  • Aerosol Science and Technology, Vol. 49, Issue 2
  • DOI: 10.1080/02786826.2015.1008971

Improving Twomey's Algorithm for Inversion of Aerosol Measurement Data
journal, January 1987


Formation of highly uniform silicon nanoparticles in high density silane plasmas
journal, August 2003

  • Shen, Z.; Kim, T.; Kortshagen, U.
  • Journal of Applied Physics, Vol. 94, Issue 4
  • DOI: 10.1063/1.1591412

DC normal glow discharges in atmospheric pressure atomic and molecular gases
journal, April 2008


Basic Processes in Complex (Dusty) Plasmas: Charging, Interactions, and Ion Drag Force
journal, April 2009


Determination of the Scalar Friction Factor for Nonspherical Particles and Aggregates Across the Entire Knudsen Number Range by Direct Simulation Monte Carlo (DSMC)
journal, October 2012


Development of an Electrostatic Precipitator for Off-Line Particle Analysis
journal, May 1999


Evaluation of nanoparticle aggregate morphology during wet milling
journal, March 2015


Fractal-like Aggregates: Relation between Morphology and Physical Properties
journal, September 2000

  • Filippov, A. V.; Zurita, M.; Rosner, D. E.
  • Journal of Colloid and Interface Science, Vol. 229, Issue 1
  • DOI: 10.1006/jcis.2000.7027

Synthesis of nanoparticles in an atmospheric pressure glow discharge
journal, April 2006

  • Barankin, M. D.; Creyghton, Y.; Schmidt-Ott, A.
  • Journal of Nanoparticle Research, Vol. 8, Issue 3-4
  • DOI: 10.1007/s11051-005-9013-1

Langevin Simulation of Aggregate Formation in the Transition Regime
text, January 2015


Aerosol classification by electric mobility: apparatus, theory, and applications
journal, November 1975


Collision limited reaction rates for arbitrarily shaped particles across the entire diffusive Knudsen number range
journal, August 2011

  • Gopalakrishnan, Ranganathan; Thajudeen, Thaseem; Hogan, Christopher J.
  • The Journal of Chemical Physics, Vol. 135, Issue 5
  • DOI: 10.1063/1.3617251

Continuous Generation of TiO 2 Nanoparticles by an Atmospheric Pressure Plasma-Enhanced Process
journal, October 2007

  • Chen, Chienchih; Bai, Hsunling; Chein, HungMin
  • Aerosol Science and Technology, Vol. 41, Issue 11
  • DOI: 10.1080/02786820701694355

Brownian dynamics determination of the bipolar steady state charge distribution on spheres and non-spheres in the transition regime
journal, September 2013


Mass Range and Optimized Operation of the Aerosol Particle Mass Analyzer
journal, February 2011


Definitive equations for the fluid resistance of spheres
journal, July 1945


Vapor Pressures and Sublimation Enthalpies of Nickelocene and Cobaltocene Measured by Thermogravimetry
journal, December 2011

  • Vieyra-Eusebio, MarΓ­a Teresa; Rojas, AarΓ³n
  • Journal of Chemical & Engineering Data, Vol. 56, Issue 12
  • DOI: 10.1021/je200815v

Equations Governing Single and Tandem DMA Configurations and a New Lognormal Approximation to the Transfer Function
journal, April 2008


Model of grain charging in collisional plasmas accounting for collisionless layer
journal, April 2007

  • D’yachkov, L. G.; Khrapak, A. G.; Khrapak, S. A.
  • Physics of Plasmas, Vol. 14, Issue 4
  • DOI: 10.1063/1.2713719

Modeling thermionic emission from laser-heated nanoparticles
journal, February 2016

  • Mitrani, J. M.; Shneider, M. N.; Stratton, B. C.
  • Applied Physics Letters, Vol. 108, Issue 5
  • DOI: 10.1063/1.4940992

Plasma-Assisted Synthesis of Silicon Nanocrystal Inks
journal, September 2007

  • Mangolini, L.; Kortshagen, U.
  • Advanced Materials, Vol. 19, Issue 18, p. 2513-2519
  • DOI: 10.1002/adma.200700595

Particle nucleation and growth in a low-pressure argon-silane discharge
journal, August 1994


Selective nanoparticle heating: Another form of nonequilibrium in dusty plasmas
journal, February 2009


Modeling of particulate coagulation in low pressure plasmas
journal, July 1999


Effects of the Charge-Dipole Interaction on the Coagulation of Fractal Aggregates
journal, April 2004


Analytical model of particle charging in plasmas over a wide range of collisionality
journal, October 2008


Coagulation of nanoparticles in a plasma
journal, February 2009


Quantifying intra- and extracellular aggregation of iron oxide nanoparticles and its influence on specific absorption rate
journal, January 2016

  • Jeon, Seongho; Hurley, Katie R.; Bischof, John C.
  • Nanoscale, Vol. 8, Issue 35
  • DOI: 10.1039/C6NR04042J

A Recipe for Image Characterization of Fractal-Like Aggregates
journal, December 1999


Differential mobility analysis of molecular ions and nanometer particles
journal, June 1998

  • de la Mora, J. Fernandez; de Juan, Luis; Eichler, Thilo
  • TrAC Trends in Analytical Chemistry, Vol. 17, Issue 6
  • DOI: 10.1016/S0165-9936(98)00039-9

Ion drag force in complex plasmas
journal, October 2002


Plasma-Assisted Dissociation of Organometallic Vapors for Continuous, Gas-Phase Preparation of Multimetallic Nanoparticles
journal, September 2011


Modelling of direct ultraviolet photoionization and charge recombination of aerosol nanoparticles in continuous flow
text, January 2017

  • Nishida, Robert; Boies, Adam; Hochgreb, Simone
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.7410

Langevin Simulation of Aggregate Formation in the Transition Regime
text, January 2015


Works referencing / citing this record:

Fragmentation and film growth in supersonic nanoaggregate aerosol deposition
journal, December 2019

  • Ghosh, Souvik; Chen, Xiaoshuang; Li, Chenxi
  • AIChE Journal, Vol. 66, Issue 4
  • DOI: 10.1002/aic.16874

Determination of nanoparticle collision cross section distribution functions in low pressure plasma synthesis reactors via ion mobility spectrometry
journal, February 2019


Figures/Tables have been extracted from DOE-funded journal article accepted manuscripts.