Quantifying Micro Sticky Particles and Organic Load in Paper Recycling Water Circuits
Quantifying micro stickies and organic load requires fractionated membrane isolation, TOC analysis, and QCM-D deposition tracking to control chemical dosing and prevent machine downtime.

Loop
Process water recirculation in recycled containerboard mills concentrates organic compounds and disperses polymeric residues into fine suspensions. Recovered paper furnish contains pressure-sensitive adhesives, hot melts, and coating binders that disintegrate under mechanical shear in the pulper. Contaminants with effective diameters exceeding 100 or 150 micrometres are defined as macro stickies, which mechanical screening systems remove efficiently.
Micro stickies comprise particles passing through a 0.10 millimetre slotted screen plate, spanning a size domain from 1 micrometre to 100 micrometres. Below 1 micrometre, hydrophobic polymers enter the colloidal state, remaining stably suspended due to negative surface charges and protective colloidal starch coatings.

Mechanisms of Micro Sticky Generation in Closed Circuits
Mechanical repulping subjects adhesives to intense hydraulic shear, detaching tacky films from cellulose fibres. Hot melt adhesives based on ethylene-vinyl acetate and pressure-sensitive adhesives composed of styrene-butadiene rubber or polyacrylates fragment into sub-visible particles. Higher pulping temperatures soften these synthetic polymers, lowering their cohesive strength and facilitating particle breakup.
Thermal agitation above the polymer glass transition temperature causes large adhesive agglomerates to split into millions of micro particles. These particles remain suspended in process water rather than settling or screening out.
Water closure reduces fresh water intake per air-dry tonne of paper, concentrating contaminants within internal loops. A mill operating at three cubic metres of fresh water per tonne of board accumulates soluble and colloidal substances rapidly. Process streams recycle repeatedly through clarification stages that remove suspended solids but fail to capture micro stickies.
Micro particles accumulate until reaching equilibrium concentrations that trigger uncontrolled aggregation on machine clothing.
Recycled containerboard circuits operating below 4 cubic metres per tonne build total dissolved solids above 8000 milligrams per litre at 55 degrees Celsius.
System dynamics depend heavily on ionic strength, system temperature, and pH fluctuations. An increase in electrical conductivity screens the repulsive electrostatic forces between colloidal stickies. This charge neutralization allows hydrophobic particles to approach one another, inducing hydrophobic association.
The resulting micro-agglomerates deposit on wire fabrics, press felts, and drying cylinders, interrupting continuous web production.

Organic Load Dynamics and Dissolved Colloidal Substances
Water loop closure raises the equilibrium concentration of wood extractives, oxidized starches, and inorganic salts. Dissolved organic load consists primarily of degraded starch from surface sizing, hemicelluloses, fatty acids, resin acids, and lignosulfonates. Chemical oxygen demand in closed white water systems routinely ranges between 5,000 and 20,000 milligrams of oxygen per litre.
Soluble starch acts as a protective colloid, steric-stabilizing micro stickies and preventing their removal by conventional clarification methods.
Anionic trash refers to the high charge density fraction of dissolved organic material. Polygalacturonic acids and carboxylated polymers consume cationic additives intended for wet-end strength and retention. High organic load consumes functional wet-end chemicals, requiring elevated dosing rates for cationic retention aids.
Disruption of wet-end charge equilibrium causes sudden precipitation of dissolved extractives, forming complex deposits containing both organic load and micro stickies.
Chemical suppliers frequently explain deposition spikes by claiming raw material quality dropped without warning.

Mesh
Isolation of hydrophobic particles from pulp slurries relies on controlled mechanical separation. Quantifying micro stickies requires separating fibrous material from process water without generating artificial particle breakup. Laboratory fractionation isolates distinct size fractions using precise slot geometry and controlled washing regimes.
Inaccurate fractionator operation shifts macro stickies into the micro fraction, distorting process control decisions.

Laboratory Fractionation and Membrane Separation Protocols
Sample extraction from process streams occurs at stock consistency levels ranging between zero point five and four percent. Testing begins with primary separation using a Somerville or Haindl fractionator equipped with 0.10 millimetre or 0.15 millimetre screen plates. Macro stickies remain on the plate surface, while micro stickies, fines, and dissolved organic matter pass into the filtrate.
The collected filtrate undergoes secondary separation using dynamic drainage jars or sequential membrane filtration.
Sequential membrane filtration utilizes pore cutoffs of 12 micrometres, 1.2 micrometres, and 0.45 micrometres to segregate particle size distributions. Polycarbonate membrane filters capture particulate micro stickies while permitting dissolved organic carbon to pass. Vacuum pressures must remain under 200 millibars during filtration.
Excessive pressure forces deformable synthetic polymers through membrane pores, causing significant measurement undercounts.
Standard ISO 15360-2 specifies a 0.10 millimetre slot width, disqualifying any particle passing through as a micro sticky.
Sample handling errors corrupt analytical outcomes during phase separation.
- Thermal Aggregation sample storage above 20 degrees Celsius induces colloidal coalescence, artificially swelling macro sticky particle counts.
- Aggressive Disintegration extended laboratory repulping shears macro contaminants into micro stickies, corrupting baseline measurements.
- Filter Clogging high suspended solids in white water clog 0.45 micron membranes prematurely, causing incomplete phase separation.
- Dye Saturation insufficient Nile Red dye concentration understates total micro sticky surface area during fluorometric counting.
- Sample Biodegradation unpreserved process water samples exhibit rapid starch degradation within 24 hours, altering organic load metrics.

Standards Governing Macro and Micro Particle Isolation
Test method ISO 15360-2 establishes the laboratory procedure for quantifying macro stickies on slotted screen plates. Standard INGEDE Method 4 defines screening criteria for deinking plants using a 0.10 millimetre screen. Neither standard directly quantifies the micro sticky fraction passing through the screen plate.
Mill laboratories rely on combined procedures involving fractionated screening, filtration, and subsequent gravimetric or optical analysis.
| Standard Protocol | Screen Cutoff | Target Fraction | Primary Measurement Metric |
|---|---|---|---|
| ISO 15360-2 | 0.10 mm slotted | Macro Stickies | Total surface area in mm2 per kg dry pulp |
| INGEDE Method 4 | 0.10 mm slotted | Screenable Contaminants | PPM residual sticky area by image analysis |
| TAPPI T 277 | 0.15 mm slotted | Macro Contaminants | Count and mass after black image masking |
| DDJ Membrane Method | 1.2 to 0.45 µm filter | Micro and Colloidal Stickies | Gravimetric mass or Nile Red fluorescence units |
Under standard commercial supply agreements based on ISO 15360-2, screenable particles below 100 micrometres are classified as clean yield, transferring the cost of micro sticky passivation entirely to the converting mill.

Assay
Chemical identification of micro stickies relies on pyrolytic techniques and selective hydrophobic staining. Simple gravimetric methods fail because wood extractives and inorganic fillers co-precipitate with synthetic polymers. Advanced analytical instruments isolate specific chemical signatures, distinguishing pressure-sensitive adhesives from natural resin acids.
Quantitative accuracy requires clear separation between particulate micro stickies and dissolved organic carbon.

How Do Instrumental Methods Quantify Hydrophobic Micro Particles?
Pyrolysis combined with gas chromatography and mass spectrometry identifies synthetic polymers based on characteristic thermal degradation products. Py-GC-MS thermal degradation breaks polyacrylates into monomeric butyl acrylate and ethylhexyl acrylate at 550 degrees Celsius. Styrene-butadiene rubber yields monomeric styrene and 4-phenylcyclohexene.
Comparing pyrolytic fragment peak areas against calibrated internal standards yields precise quantification of synthetic polymer concentrations in milligrams per litre of process water.
Fluorometric analysis using Nile Red dye provides rapid optical quantification of hydrophobic micro particles. Nile Red selectively partitions into non-polar synthetic polymers, fluorescing brightly under excitation light at 485 nanometres. Emitted fluorescence at 535 nanometres correlates directly with hydrophobic surface area.
Automated image analysis of stained membrane filters determines particle size distributions, total particle counts, and area coverage percentages down to 1 micrometre.
Dynamic light scattering measures particle size distribution and zeta potential of colloidal stickies in real time. Suspended particles scattered light intensity yields diffusion coefficients, establishing hydrodynamic diameters between 10 nanometers and 5 micrometres. Highly negative zeta potentials below minus 30 millivolts indicate stable colloidal suspensions resistant to mechanical clarification.

Analytical Protocols for Dissolved Carbon and Polymeric Residues
Total organic carbon determination following standard ISO 20236 oxidizes carbonaceous matter to carbon dioxide. Catalytic combustion at 680 degrees Celsius converts dissolved and suspended organic species into gas, measured by non-dispersive infrared detectors. Chemical oxygen demand testing per ISO 15705 digests samples using potassium dichromate in acid solution at 150 degrees Celsius for two hours.
The COD to TOC ratio indicates the oxidation state of dissolved contaminants; ratios exceeding 2.8 signify highly reduced hydrophobic hydrocarbons.
Thermogravimetric analysis measures mass loss of isolated solids during controlled heating under nitrogen and air atmospheres. Synthetic polymers decompose between 300 and 500 degrees Celsius, whereas cellulose degrades between 250 and 350 degrees Celsius. Incombustible residue remaining above 600 degrees Celsius quantifies inorganic filler content, such as calcium carbonate and talc, associated with the sticky matrix.
It remains unclear whether online fluorometric sensors can distinguish sticky polyacrylates from non-tacky papermaking additives in high-turbidity process water circuits.

Film
Particle deposition on wet-end machinery components proceeds through hydrodynamic and surface-energy driven mechanisms. Micro stickies continuously collect on hydrophobic metal and polymer surfaces, building cohesive sticky films. Deposition reduces production efficiency by clogging open structures in forming wires and press felts.
Measuring deposition potential predicts operational downtime before physical accumulation blocks process equipment.

Quartz Crystal Microbalance and Deposition Potential Testing
Acoustic sensor technology measures the real-time mass accumulation of hydrophobic colloids onto sensor crystals. Quartz crystal microbalance with dissipation monitoring measures resonant frequency shifts of gold or sensor crystals coated with hydrophobic model surfaces. A decrease in oscillation frequency indicates nanogram-level mass deposition.
Simultaneous measurement of energy dissipation reveals the viscoelastic soft structural properties of the accumulating film.
Stainless steel coupon immersion tests provide low-cost empirical measurement of deposit formation. Polished 316L stainless steel coupons rotate in conditioned process water at 50 degrees Celsius for four hours. Deposited mass is extracted using dichloromethane, dried, and weighed gravimetrically.
Testing under variable temperature profiles identifies critical deposition windows where polymer tackiness peaks.
Polymer deposition increases exponentially when wet-end surface temperatures exceed the glass transition point of pressure-sensitive adhesives.
| Measurement Technique | Working Principle | Detection Threshold | Operational Suitability |
|---|---|---|---|
| QCM-D Sensors | Acoustic quartz frequency shift | 0.5 ng/cm2 | Real-time laboratory polymer kinetics |
| Stainless Steel Coupon | Gravimetric extraction weigh-back | 0.1 mg/coupon | Routine mill deposit potential monitoring |
| Pira Deposition Rig | Collector disc mechanical shear | 1.0 mg/disc | Simulated wet-end wire shear analysis |
| Hydrophobic Wire Loop | Optical image deposit analysis | 5.0 µm particle size | Forming fabric contamination screening |

Surface Contamination Effects on Wire and Felt Performance
Deposition of synthetic polymers onto forming fabrics alters local permeability and disrupts dewatering profiles. Micro stickies lodge within filament intersections, trapping fine fibres and inorganic fillers. Reduced void volume causes localized sheet defects, pinholes, and uneven moisture distribution across the paper web.
Drainage variations across the wire section create basis-weight profile fluctuations during high-speed sheet formation.
Press felts suffer severe compaction and hydrophobic contamination from micro sticky accumulation. Synthetic adhesives coat polyamide felt fibres, reducing water absorption capacity and hydraulic permeability. Blended felt structures fill rapidly, elevating hydraulic press nip pressure and causing sheet crushing.
Cleaning contaminated felts demands high-pressure wash cycles using solvent-based or alkaline chemical formulations.
Ignoring deposition potential monitoring leads directly to unscheduled machine stops, press section web breaks, and shortened press felt service lives.

Charge
Neutralization of anionic trash and colloidal stickies stabilization depends on cationic polymer selection. Micro stickies carry negative surface charges due to adsorbed fatty acids and anionic surfactants. Chemical additives alter surface chemistry, rendering particles non-tacky or fixing them securely to wood fibres.
Effective chemical programs prevent micro stickies from agglomerating into macro stickies within process water loops.

Cationic Fixatives and Surface Passivation Chemistry
Low molecular weight polymers with high charge density bind colloidal particles directly to wood fibres. Polydiallyldimethylammonium chloride and polyethyleneimine neutralize negative surface charges on micro stickies. Charge neutralization reduces electrostatic repulsion, allowing hydrophobic particles to deposit onto large fibre surfaces.
Once fixed to the fibre matrix, micro stickies leave the water circuit embedded harmlessly within the paper sheet.
Inorganic passivators prevent particle tackiness without requiring charge neutralization. Micro-talc features a hydrophobic planar surface that selectively adsorbs onto sticky particles. Talc plates cover tacky surfaces, creating a sterically hindered inorganic shell that prevents particle-to-particle agglomeration.
Synthetic bentonite clays adsorb dissolved colloidal substances, forming flocculated structures easily captured by retention programs.
The following evaluation protocol establishes optimal wet-end chemical addition sequences.
- Draw process water samples from the primary white water loop prior to chemical addition points to establish true baseline charge density.
- Measure cationic demand using polyelectrolyte titration at the operating pH and temperature of the paper machine wet end.
- Dose high-charge-density polyDADMAC incrementally to neutralize anionic colloidal substances without reversing pulp zeta potential.
- Add micro-particulate bentonite or talc to passivate sticky particle surfaces and prevent re-agglomeration down-stream.
- Verify drainage rates on a dynamic drainage analyzer to confirm particle fixation onto recycled wood fibres before web formation.

Enzymatic Degradation and Chemical Treatment Regimens
Esterase enzymes target ester linkages in polyacrylate adhesives, hydrolyzing long polymer chains into water-soluble monomers. Enzymatic modification removes adhesive tackiness permanently, preventing deposition on machine surfaces. Enzyme programs require strict control of process water conditions, operating within temperature windows of 45 to 55 degrees Celsius and pH ranges between 6.5 and 7.5.
Deviation from these parameters denatures the protein structure, rendering the treatment ineffective.
Oxidative programs using sodium hypochlorite or chlorine dioxide destroy organic contaminants through chemical oxidation. Oxidants cleave double bonds in synthetic rubbers, lowering polymer molecular weight and reducing cohesive film strength. Excessive oxidant addition degrades starch retention aids, corrodes stainless steel pipework, and increases total dissolved solids in closed loops.
Over-dosing cationic coagulants reverses particle charge, re-dispersing micro stickies into stable cationic suspensions that foul press felts rapidly.

Loss
Uncontrolled accumulation of micro stickies impacts total mill profitability through lost production and chemical over-dosing. Operating closed water loops without precise contaminant tracking elevates sheet defect rates and degrades mechanical strength. Paper buyers reject reels containing translucent spots, solvent odor, or poor surface strength caused by sticky contamination.
Quantifying the financial burden requires modeling chemical consumption, downtime penalties, and finished sheet quality degradation.

Financial Impact of Uncontrolled Micro Sticky Accumulation
Machine downtime resulting from press felt blinding and wire cleaning interrupts paper production cycles. A typical 500 air-dry tonne per day recycled testliner machine operating at 900 metres per minute loses significant revenue during wash stops. Cleaning forming fabrics and press felts requires 1.5 hours of downtime daily under severe contamination conditions.
Solvent washing chemical costs and lost production margin compound operational losses.
Consider a 500 tonne per day packaging board mill operating on 100 percent recycled containerboard. The base line fresh water consumption is 5 cubic metres per tonne. Micro sticky concentrations in the short loop reach 350 milligrams per litre without chemical control.
Severe felt contamination forces wash stops costing 4,500 EUR per hour in lost margin. Under unpassivated conditions, daily wash stops average 1.5 hours, representing 6,750 EUR per day in lost production.
Implementing a passivating treatment combining polyDADMAC fixative and micro-talc costs 3.80 EUR per tonne of paper produced. Daily chemical expenditure for the 500-tonne mill equals 1,900 EUR. Effective treatment reduces micro sticky concentration to 120 milligrams per litre, cutting downtime to 0.2 hours per day.
Net downtime savings equal 5,850 EUR per day. Subtracting daily chemical treatment costs yields a net operational saving of 3,950 EUR per day, or 1,421,950 EUR annually.
Felt blinding from micro sticky accumulation reduces dewatering efficiency and elevates dryer section steam consumption.
| Contamination Parameter | Low Contamination Burden | High Contamination Burden | Cost Impact per Tonne |
|---|---|---|---|
| Micro Sticky Concentration | < 100 mg/L | > 350 mg/L | 2.50 to 8.00 EUR |
| Chemical Oxygen Demand | < 6,000 mg/L | > 18,000 mg/L | 1.20 to 4.50 EUR |
| Daily Cleaning Downtime | 0.2 hours | 1.5 hours | 12.15 EUR |
| Press Felt Life Span | 32 days | 18 days | 1.85 EUR |

Economic Assessment of Water Circuit Passivation Strategies
Operational expenditure models compare the landed cost of chemical additives against press pick reduction. Grade decisions dictate furnish selection, directly setting incoming contamination levels. Stock specifications that lack micro sticky limits force paper mills to compensate through aggressive chemical dosing at the wet end.
Paper stock procurement rules require explicit contamination metrics to protect profitability.
- Slotted Screen Clearance incoming bales containing un-pulperable hot melt formulations increase wet-end micro sticky counts by 40 percent.
- Ash Content Thresholds recycled furnish carrying excess inorganic filler increases chemical coagulant demand through surface adsorption.
- Starch Degradation Index high soluble starch levels in waste paper accelerate organic load accumulation in closed process water loops.
- Contaminant Deposition Rate stock lots exhibiting quartz crystal microbalance deposition above 15 nanograms per square centimetre per minute require chemical passivation.
The choice of paper furnish directly influences white water loop equilibrium, chemical consumption rates, converting machine runnability, and final packaging manufacturing costs.





