Table 6.
Advantages and limitations of real-time instruments and time-integrated samplers used to characterize emissions and exposures from additive manufacturing processes.
| Approacha | Details | Metric(s) | Useb | Commentc |
|---|---|---|---|---|
| Real-time particle monitors | ||||
| PSM | 1 to 3 nm | #/cm3, size | A | + Lowest size cutoff among available instruments; used for ME process category |
| − Instrument heavy and delicate which can limit use in workplace studies | ||||
| F/SMPS | 6 to 560 nm | #/cm3, size | A | + Lower size cutoff sufficient for PBF, MJ, ME, DED, and BJ processes |
| − Limited portability for field studies; some particles for ME and BJ outside size range | ||||
| miniDiSC | 7 to 400 nm | #/cm3, size | A, P | + Lower size cutoff sufficient for PBF, MJ, ME, DED, and BJ processes |
| − Slow response time (~ 7 sec) could underestimate exposure for short duration tasks | ||||
| EDB | 7 to 400 nm | #/cm3, size | A | + Lower size cutoff sufficient for PBF, MJ, ME, DED, and BJ processes; good accuracy |
| − Lower size resolution compared with mobility particle sizers | ||||
| CNC | 10 to 1000 nm | #/cm3 | A | + Hand-held; lower size cutoff sufficient for PBF, MJ, ME, DED, and BJ processes |
| − Wick has finite sampling duration; cannot count smallest particles | ||||
| DC | 10 to 300 nm | #/cm3, size | A | + Hand-held; sufficient for PBF, MJ, ME, and DED processes |
| − External “envelope” surface area only | ||||
| LDSA | 10 to 487 nm | #/cm3, size, μm2/m2 lung | A, P | + Hand-held; particle collection onto TEM grid; sufficient for PBF, MJ, ME, and DED processes |
| − modeled value and generally only accurate in the 10 to 400 nm size range | ||||
| AMS | 30 to 1000 nm | Size, mass | A | + Chemically resolved particle size and non-refractory mass distribution; used for ME process |
| − Uncertainty with collection efficiency and ionization efficiency for organic aerosols | ||||
| LSP | 0.1 to 15 μm | μg/m3 | A | + Gives PM1, PM2.5, PM10, and total particle mass concentrations; sufficient for BJ processes |
| − Small particles emitted from PBF, MJ, ME, and DED processes scatter little light (poor signal) | ||||
| OPS | 0.3 to 10 μm | #/cm3, size, μg/m3 | A | + Multiple metrics; particle collection onto TEM grid permits microscopic characterization |
| − Many particles from PBF, MJ, ME, and DED processes smaller than lower size cutoff | ||||
| Time-integrated particle samplers | ||||
| Direct-to-substrated | Particles | Shape, size, composition | A | + Minimizes artifacts from sample handling; chemical information with appropriate detector |
| − Time- and cost-intensive; individual particle analysis might not represent bulk sample | ||||
| NRD | Particles | <300 nm | A, P | + Selective for nanoscale particles; successfully used for ME and MJ process categories |
| − Nanoscale particles have little mass; sampler interferences possible (e.g., Ti in membranes) | ||||
| PVC, TF | Dust | μg/m3 | A, P | + Simple; inexpensive; multiple sampling heads available for total and size-selective fractions |
| − Gravimetric analysis nonspecific; insensitive for ME, VP, and MJ process categories | ||||
| PVC, CN | Elements | μg/m3 | A, P | + Multiple elements; multiple sampling heads available for total and size-selective fractions |
| − Incomplete digestions will underestimate mass; sample interferences possible | ||||
| QFF | Cr(VI) | μg/m3 | A, P | + Specific to Cr(VI); multiple sampling heads available for total and size-selective fractions |
| − Impregnated filter needed to prevent redox reactions of Cr compounds before analysis | ||||
| TEPC | Particles | Shape, size, composition | A, P | + Smooth surface for SEM analysis; chemical information with appropriate detector |
| − Time- and cost-intensive; individual particle analysis might not represent bulk sample | ||||
| Real-time gas monitors | ||||
| PID | 10.6 eV lamp | TVOC | A, P | + High resolution (1 sec interval) |
| − nonspecific; only measures organic compounds with ionization potential below eV of lamp | ||||
| Sensor | Various | CO, CO2, HCN, NH3, NO2 | A | + Multiple gases from one instrument |
| − Sample interferences possible from other gases | ||||
| Sensor | Semiconductor or UV-based | Ozone | A | + Hand-held; short response time; accurate |
| − Need to select appropriate sensor a priori; slow response time at high concentrations | ||||
| Sensor | Electrochemical | Formaldehyde | A | + Hand-held; specific |
| − Slow response time (8 to 60 sec) could underestimate exposure for short duration tasks | ||||
| Time-integrated gas samplers | ||||
| Badge | Individual VOCs | μg/m3 | A, P | + Multiple compounds from one sample; no air sampling pump or tubing |
| − Diffusion coefficient must be known for each sampled substance; generally ppm levels | ||||
| Canister | Individual VOCs | μg/m3 | A, P | + Whole air sample; multiple compounds from one sample; sensitive; no air sampling pump |
| − Bulky; humidity effects for some VOCs; not amenable for reactive VOCs (e.g., aldehydes) | ||||
| DNPH | Carbonyls | μg/m3 | A, P | + Multiple compounds from one sample |
| − Requires reaction with derivitizing agent and formation of stable product until analysis | ||||
| Impinger | Carbonyls | μg/m3 | A | + Multiple compounds from one sample |
| − Requires reaction with derivitizing agent and formation of stable product until analysis | ||||
| TD tube | Individual VOCs | μg/m3 | A, P | + Many sorbents available to collect a wide range of VOCs; multi-compound analysis |
| − Humidity and storage effects; adsorbent specific to compound or groups of compounds | ||||
| OE nose | Individual VOCs | Presence | A | + Many dyes available for identification of VOCs; potential for personal sampling |
| − Time-intensive sample preparation; qualitative results | ||||
AMS = aerosol mass spectrometer, CN = cellulose nitrate filters, CNC = condensation nuclei counter (e.g., CPC, P-Trak), DC = diffusion charger (e.g., NanoTracer), DNPH = 2,4-Dinitrophenylhydrazine-coated silica gel sorbent tube, EDB = electrometer-based diffusion battery, F/SMPS = fast/scanning mobility particle sizer, LDSA = lung deposited surface area (e.g., NSAM), LSP = laser scattering photometer (e.g., DustTrak™, EPAM), NRD = nanoparticle respiratory deposition sampler, OE nose = optoelectronic nose, OPS = optical particle sizer (e.g., Lighthouse, GRIMM, TSI 3300), PID = photoionization detector, PSM = particle size magnifier, PVC = polyvinyl chloride filter, QFF = quartz fiber filter, TEPC = track-etched polycarbonate filter, TD = thermal desorption tube, TF = Teflon® filter
A = area sampling, P = personal breathing zone sampler
BJ = binder jetting process category, Cr = chromium, Cr(VI) = hexavalent chromium, DED = directed energy deposition process category, eV = electron volt, ME = material extrusion process category, MJ = material jetting process category, PBF = powder bed fusion process category, PMx = particulate matter with aerodynamic diameter less than 1 μm, 2.5 μm, or 10 μm, SEM = scanning electron microscopy, TEM = transmission electron microscopy, Ti = titanium, VOC = volatile organic compound
Direct to substrate = sampling techniques that deposit particles directly onto a substrate for off-line analysis using scanning or transmission microscopy (can include energy dispersive x-ray detector, electron energy loss spectrometry detector, or other detector), attenuated total reflectance Fourier transform infrared spectroscopy (ATR-FTIR), or other characterization technique. Examples include critical orifice with TEM grid (Katz et al. 2020), electrostatic precipitator (ESP) with TEM grid (Mendes et al. 2017; Steinle 2016), mini particle sampler (MPS) with TEM grid (Bau et al. 2020; Jensen et al. 2020; Oberbek et al. 2019; Youn et al. 2019), thermophoretic sampler (TPS) with TEM grid (Dunn, Dunn, et al. 2020a; Gu et al. 2019; Zisook et al. 2020; Zontek et al. 2017), nanometer aerosol sampler (NAS) with TEM grid (Gomes et al. 2019), and single-stage impactors with glass substrate (Zontek et al. 2017)