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Mining and Metals Industry
The Practical Guide to Surface Science (2026)

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This is a practical guide to Surface Science for researchers working in the Mining and Metals Industry.

In this all-new guide you’ll learn all about:

  • Crucial surface science principles
  • The significance of surface science measurements for the Mining and Metals industry
  • Applicable ASTM Standards & Guidelines

Let’s dive right in.

mining metals

Executive Summary

What it covers: A practical surface-science playbook for the Mining and Metals industry, explaining how to measure and use contact angle, surface tension (including dynamic), surface energy, and sliding angle to optimize processes from extraction to fabrication. It links these measurements to real operational outcomes like flotation performance, reagent selectivity, coating behavior, and corrosion resistance.
Key insights: Real industrial surfaces show contact-angle hysteresis, so advancing/receding (dynamic) angles give a more complete and repeatable picture than a single static value; Young–Laplace tends to be more consistent for axisymmetric drops, while polynomial fitting is more flexible for non-axisymmetric drops but can be less consistent. Dynamic surface tension is the right tool when interfaces change fast (bubble/droplet formation, froths/foams, coalescence, paint drying), and benchmark droplet images/data can quickly flag contamination or treatment drift.
Business value: Better control of wettability and interfacial behavior improves flotation selectivity (e.g., separating valuable minerals from gangue), stabilizes froths for recovery, and supports selective rare-earth extraction by tuning how reagents adhere to target mineral surfaces. It also reduces maintenance costs by enabling hydrophobic coatings and more reliable surface-prep decisions that extend equipment life and reduce corrosion-driven downtime.
Standards to follow: Use ASTM D3359 (tape adhesion, X-cut/crosshatch) as the post-coating adhesion outcome test, and pair it with upstream, timestamped water contact angle (and optionally surface free energy and hysteresis/Δθ) to turn adhesion failures into a corrective-action workflow rather than guesswork. For defensible QA/QC, consistently report substrate/pretreatment history, coating/cure conditions, cut/tape/peel details, sampling plan/replicates, and the correlation dataset/control-panel targets used to set any wettability “gates” for your specific alloy–pretreatment–coating system.
Bottom line: This guide shows how to translate surface measurements into better separations, stronger coatings, and more durable equipment in mining and metals—using dynamic, real-world metrics instead of single-point readings. Done with ASTM-aligned adhesion validation and disciplined reporting, surface science becomes a repeatable lever for yield, reliability, and cost reduction.

Chapter 1: Introduction

From ore extraction and processing to refining and fabrication, the mining and metals industry spans a wide array of operations crucial to global infrastructure and manufacturing. This industry is a cornerstone of global economic development.  It provides basic resources for construction, manufacturing, infrastructure development, and technology sector.

Understanding and manipulating surface properties such as wettability, adhesion, and corrosion resistance are essential for optimizing processes, enhancing product quality, and ensuring operational efficiency.

We use the following surface properties to understand the behavior of Mining and Metals products and improve their quality.

Chapter 2: Contact Angle Measurement

The contact angle quantifies the wettability of a surface by representing the angle between a liquid’s surface and a solid surface.
Dropletlab Research

Sample Image taken from Droplet Lab Tensiometer.

Young – Laplace Method

Polynomial Method

Dynamic Contact Angle

Ideally, when we place a drop on a solid surface, a unique angle exists between the liquid and the solid surface. We can calculate the value of this ideal contact angle (the so-called Young’s contact angle) using Young’s equation. In practice, due to surface geometry, roughness, heterogeneity, contamination, and deformation, the contact angle value on a surface is not necessarily a single consistent value but rather falls within a range. The upper and lower limits of this range are known as the advancing and receding contact angles, respectively. The values of advancing and receding contact angles for a solid surface are highly sensitive to many parameters, such as temperature, humidity, homogeneity, and minor contamination of the surface and liquid. For example, the advancing and receding contact angles of a surface can differ at different locations.

Dynamic Contact Angle versus Static Contact Angle

Practical surfaces and coatings naturally show contact angle hysteresis, indicating a range of equilibrium values. When we measure static contact angles, we get a single value within this range. Solely relying on static measurements poses problems, like poor repeatability and incomplete surface assessment regarding adhesion, cleanliness, roughness, and homogeneity.

In practical applications, we need to understand how easily a liquid spreads (advancing angle) and how easily it is removed (receding angle), such as in painting and cleaning. Measuring advancing and receding angles offers a holistic view of liquid-solid interaction, unlike static measurements, which yield an arbitrary value within the range.

This insight is crucial for real-world surfaces with variations, roughness, and dynamics, aiding industries like cosmetics, materials science, and biotechnology in designing effective surfaces and optimizing processes.

Learn how Contact Angle measurement is done on our Tensiometer

For a more complete understanding of Contact Angle measurement, read our Contact Angle measurement: The Definitive Guide

Open Benchmark Data: Contact Angle & Surface Energy

These reference measurements show how deionized water wets four standard substrates measured with the Droplet Lab Dropometer. Use them as visual and numerical benchmarks when you're checking your own sample preparation, treatments, and chemistry.

Full contact angle and surface energy datasets (including additional liquids and statistics) are available on our dataset hub.

Glass - DI Water
Glass - DI Water
Nylon - DI Water
Nylon - DI Water
PMMA - DI Water
PMMA - DI Water
Teflon - DI Water
Teflon - DI Water

The droplet images above are taken from the same benchmark series as our open dataset. For each substrate and probe liquid we report:

● Advancing and receding contact angles (and hysteresis)
● Derived surface energy (SFE) values based on multi-liquid measurements
● Measurement conditions, uncertainties, and sample preparation details

Comparing your own droplet shapes and angles against these references is a fast way to spot contamination, treatment drift, or unexpected changes in wettability.

Chapter 3: Surface Tension Measurement

This property measures the force that acts on the surface of a liquid, aiming to minimize its surface area.

Surface Tension Measurement

Sample Image taken from Droplet Lab Tensiometer

Dynamic Surface Tension

Dynamic surface tension differs from static surface tension, which refers to the surface energy per unit area (or force acting per unit length along the edge of a liquid surface).

Static surface tension characterizes the equilibrium state of the liquid interface, while dynamic surface tension accounts for the kinetics of changes at the interface. These changes could involve the presence of surfactants, additives, or variations in temperature, pressure, and composition at the interface.

When to use Dynamic Surface Tension Measurement

Dynamic surface tension is essential for processes that involve rapid changes at the liquid-gas or liquid-liquid interface, such as droplet and bubble formation, coalescence (change in surface area), the behavior of foams, and the drying of paints (change in composition, e.g., evaporation of solvent). It is measured by analyzing the shape of a hanging droplet over time.

Dynamic surface tension applies to various industries, including cosmetics, coatings, pharmaceuticals, paint, food and beverage, and industrial processes, where understanding and controlling the behavior of liquid interfaces is essential for product quality and process efficiency.

Learn how Surface Tension measurement is done on our Tensiometer

For a more complete understanding of Surface Energy measurement, read our Surface Tension measurement: The Definitive Guide

Chapter 4: Surface Energy Measurement

Surface energy refers to the energy required to create a unit area of a new surface.
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Sample Image taken from Droplet Lab Tensiometer

Learn how Surface Energy measurement is done on our Tensiometer

For a more complete understanding of Surface Energy measurement, read our Surface Energy measurement: The Definitive Guide

For benchmark contact angle and surface energy values on glass, nylon, PMMA, and Teflon, see the Open Benchmark Data panel above or visit our Dataset Hub for full CSV downloads.

Chapter 5: Sliding Angle Measurement

The sliding angle measures the angle at which a liquid film slides over a solid surface. It is commonly employed to assess the slip resistance of a surface.

sliding angle 1

Sample Image taken from Droplet Lab Tensiometer

Learn how Sliding Angle measurement is done on our Tensiometer

For a more complete understanding of Sliding Angle measurement, read our Sliding Angle Measurement: The Definitive Guide

Chapter 6: Real-World Applications

Within the Mining and Metals industry, several case studies exemplify the advantages of conducting surface property measurements.

Innovative Flotation Techniques in Mining

Challenge: Achieving efficient flotation in both copper and gold mining is crucial yet complex due to the need for selective attachment of valuable minerals to air bubbles while controlling wetting behavior and surface tension.

Solution: Flotation in mining relies heavily on the interaction between mineral particles and air bubbles. For copper mining, optimizing the contact angle is vital for selectively floating copper minerals and repelling gangue minerals like silica. Achieving an ideal contact angle of 00  ensures hydrophobicity, leading to a high-quality copper concentrate.

In gold mining, controlling surface tension is essential for creating a stable froth. This froth enables gold particles to attach to air bubbles and be separated effectively from gangue materials. Proper surface tension values ensure air bubbles have sufficient buoyancy and stability to carry gold particles to the surface, facilitating efficient recovery.

Innovative Flotation Techniques in Mining

Extraction of Rare Earth Elements

Challenge: Rare earth element extraction involves complex separation processes dependent on surface interactions.

Solution: The interactions between the mineral surfaces and chemical reagents used in the separation process are influenced by the surface energy. For example, rare earth elements (REE) often exist in complex mineral matrices with other elements. For the selective extraction of REE, chemical reagents are used. Miners can optimize the surface energy values so that these reagents can effectively adhere to the mineral surfaces containing REEs.

Similarly, surface energy optimization can be very useful in the selective extraction of minerals. By modifying surface energy, it's possible to make the mineral surfaces more or less attractive to specific reagents, thus promoting the selective attachment of reagents to REE-bearing minerals while repelling unwanted minerals.

Extraction of Rare Earth Elements

Hydrophobic Coating in Mining Equipment

Challenge: The formation of rust and the durability of mining equipment is of great concern in the Mining Industry.

Solution: One of the established methods to prevent corrosion and wear on mining equipment is using hydrophobic coatings. Applying hydrophobic coatings with a high contact angle helps repel water and corrosive substances, preventing the formation of rust and enhancing the durability of mining equipment. And therefore, mining companies apply a hydrophobic coating to the surface of their conveyor belts and ore processing machinery. The increased contact angle ensures that water and corrosive minerals are repelled, reducing maintenance costs and extending the lifespan of the equipment.

Hydrophobic Coating in Mining Equipment

Optimizing Oil Agglomeration

Challenge: Comminution is carried out to release valuable components, and the effectiveness of the subsequent separation heavily relies on the extent of this liberation. Nonetheless, the efficiency of concentration processes is compromised by the presence of fine particles generated during the grinding phase in mineral processing operations.

Solution: An approach to extract fine valuable minerals from slimes involves augmenting their size through selective oil agglomeration. To achieve successful mineral agglomeration with oil, it is imperative that the solution's surface tension surpasses the critical surface tension required for oil agglomeration. This selective oil agglomeration method is applied to segregate valuable minerals from mixtures of fine particles, facilitating the aggregation of the targeted mineral. Consequently, industries can refine the oil agglomeration process to attain effective comminution.

Optimizing Oil Agglomeration

We are your partners in solving your Business & Technological challenges

If you are interested in implementing these or any other applications, please contact us.

Chapter 7: Standards and Guidelines

In an industry where precision reigns supreme, how can Mining and Metals manufacturers ensure their products withstand scrutiny? The answer lies in standards and guidelines: the compass that guides them through the complex maze of quality and performance.

ASTM D3359 — Paint Adhesion by Tape Test (X-Cut / Crosshatch)

What it is

A destructive tape test that rates adhesion of a cured coating to a substrate by cutting the film (X-cut or crosshatch), applying pressure-sensitive tape, and evaluating coating removal on a 0–5 scale (higher = better). In this guide, ASTM D3359 is treated as the adhesion outcome test and is paired with upstream wettability metrics (timestamped water contact angle and optional surface free energy) to turn “pass/fail” results into a corrective-action workflow.

When to use it

Production QA/QC on painted metal parts

Confirm that adhesion meets release criteria after coating + cure, and trend ratings by line/shift to catch drift.

Troubleshooting adhesion drops or instability

Add pre-paint contact angle/variability (and optional SFE/Δθ) to determine whether the likely cause is surface readiness vs coating/cure changes before making process adjustments.

In-scope / Out-of-scope

In scope
  • Test Method A (X-cut) and Test Method B (lattice/crosshatch) tape adhesion ratings on coated, cured specimens.
  • Mining & metals substrates and pretreatment lines (degrease/clean/rinse, conversion coat, blast/abrasion, plasma/corona where used) where surface condition drives coating performance.
  • Use of control panels and trending to detect process drift across lots, shifts, and zones.
  • Companion wettability measurements on the substrate before coating (WCA at a fixed timestamp; optional SFE/Δθ) used to correlate and diagnose D3359 outcome changes for that specific system.
Out of scope
  • Replacing ASTM D3359 with contact angle/SFE (wettability is a risk/diagnostic signal, not the adhesion outcome standard).
  • Absolute bond-strength quantification (use pull-off, peel, shear, or fracture mechanics methods when strength values are required).
  • Universal contact-angle/SFE thresholds that apply across different alloys, pretreatments, and coating chemistries.
  • Definitive intercoat vs substrate failure identification without additional failure-mode analysis (multicoat failures can occur between layers).

Minimum you must report (checklist)

  • Substrate + pretreatment history: alloy/grade, finish/roughness class, pretreatment recipe/settings, and time since preparation/handling/storage.
  • Coating system + cure: coating ID and lot, system stack (primer/topcoat), film thickness if known, and cure schedule/conditions.
  • D3359 method and cut details: Method A or B, cutting tool/blade type, spacing/geometry, and confirmation cuts reached the substrate.
  • Tape details + peel conditions: tape type/brand/lot, application pressure method, dwell time, and peel angle + removal speed approach.
  • Sampling plan: number of test areas, where tested (zones mapped if relevant: edge/center, upstream/downstream), and replicates per lot/part.
  • Results + acceptance rule: D3359 rating(s) reported (0–5), your pass/fail release criterion, and photos of the cut area/tape if captured.
  • Pre-paint wettability protocol (if used): test liquid, droplet volume, fixed timestamp for CA (e.g., “CA @ 2.0 s”), number of spots, and summary stats (median + IQR).
  • Calibration reference: the correlation dataset/date/version that ties wettability gates to D3359 acceptance for this substrate + pretreatment + coating system (including the control-panel target band).

ASTM D3359 reports an adhesion outcome after coating and cure; it is not a root-cause tool by itself and does not resolve very high adhesion levels well. Use timestamped contact-angle/SFE trends as upstream risk signals and diagnostics, and only set numeric gates after correlating them to D3359 on representative panels from your own process.

How to interpret results (guardrails)

  • Outcome vs indicator: Use D3359 as the acceptance result; use contact angle/SFE to predict risk and guide actions (do not release product on wettability alone).
  • Median shifts matter: If WCA at the fixed timestamp rises versus your control panel (or calibrated “Green” band), suspect cleaning/handling/treatment drift before changing paint.
  • Variability is an early warning: If median WCA is stable but IQR increases, suspect non-uniform pretreatment or patchy contamination; zone-map measurements to localize the source.
  • Mismatch points to coating-side causes: If wettability is normal versus control yet D3359 drops, investigate coating formulation/contamination, cure schedule, and intercoat adhesion, and confirm the failure mode.

Now It’s Your Turn

We hope this guide showed you how to apply surface science in the Mining and Metals industry.

Now we’d like to turn it over to you: 

Feel free to leave a comment below—we’d love to hear from you.

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