Reinforcing plastics using functional additives

Last update on Aug 21, 2024

Due to their molecular structure, plastics are often weak, stiff, and less impact-resistant. Weak intermolecular forces and molecular chain structures contribute to the low strength of plastics. This limits their load-bearing capacity and structural integrity. The flexible molecular structure of plastics allows easy deformation under load (lower stiffness or modulus of elasticity). This leads to deflection and sagging in structural applications.

Now you must have the question of how to navigate these challenges. Reinforcement of plastics has emerged as a viable solution. Introducing reinforcing agents into the plastic matrix significantly enhances the material's mechanical properties.

Reinforcement is crucial for unlocking the full potential of plastics in diverse industries such as:

  • Automotive: For improved vehicle performance, crash safety, and durability
  • Construction materials: For innovative architectural designs, energy efficiency, and sustainable practices
  • Sports goods: For enhanced player performance, responsiveness, and impact resistance
  • Consumer goods: For better aesthetics, intricate designs, and lightweight products


In addition, new technological advancements in nanomaterials and sustainability are constantly explored. These not only address the inherent weaknesses of plastics but also broaden their utility, ensuring greater reliability and longevity.

Let's get a better understanding.

Mechanisms of Reinforcement

 

Reinforcements in composite materials can enhance mechanical properties through various mechanisms. These include physical interactions, chemical bonding, and interfacial effects. These mechanisms enhance the mechanical properties, durability, and performance of reinforced plastics. They make the plastics suitable for a wide range of industrial applications.

 

Physical reinforcement

 

In physical reinforcement, rigid particles such as fibers or fillers are added to the polymer matrix. This creates a composite material with enhanced mechanical properties without the formation of chemical bonds. These physical interactions rely on forces like van der Waals forces, hydrogen bonding, or electrostatic interactions. The presence of these particles in plastics improves the following:
 

  • strength,
  • stiffness, and
  • toughness

 

They act as internal reinforcements that resist deformation and effectively distribute applied loads. Examples of physical reinforcement agents include adding materials like glass fibers, carbon fibers, or silica nanoparticles to the polymer matrix to improve its mechanical performance.

 

Chemical reinforcement

 

Chemical reinforcement involves introducing additives that promote chemical bonding or crosslinking within the polymer matrix, leading to a more robust structure. These additives facilitate the formation of covalent bonds between polymer chains or between the polymer and filler. This increases the overall network density and strength of the material. Chemical reinforcement in plastics enhances the following:
 

  • mechanical properties,
  • thermal stability, and
  • chemical resistance

 

This makes the plastics more durable and resistant to deformation or degradation. Common additives used for chemical reinforcement include crosslinking agents/initiators/polymerization catalysts. They initiate or catalyze the crosslinking reactions within the polymer matrix.

 

Interfacial reinforcement

 

Interfacial effects refer to the phenomena occurring at the interface. This includes stress transfer, debonding, and interfacial bonding. Interfacial reinforcement ensures better adhesion and cohesion within the composite material. This happens by enhancing the bonding or compatibility between the polymer and filler.

This improved interaction at the interface reduces the likelihood of delamination or debonding resulting in increased:
 

  • strength,
  • stiffness, and
  • fracture toughness of the reinforced plastic

 

Techniques such as surface modification of fillers, coupling agent addition, or interfacial compatibilization are used to achieve effective interfacial reinforcement.

 

Types of Reinforcing Polymer Additives

 

Reinforcing polymer additives are substances added to polymers to enhance their mechanical, thermal, electrical, or other properties. These additives are used in various applications to:
 

  • strengthen the polymer matrix,
  • improve performance, and
  • enhance cost-effectiveness

 

The most common reinforcements are in the form of fibers, fillers, and nanoparticles.

Based on the types of fiber reinforcement, the composites can be classified as particulate composites and fiber-reinforced composites. Fiber-reinforced composites can be short-fiber composites, long-fiber composites, and unidirectional and bidirectional reinforced composites as shown in Figure 1.


 

Different Types of Fiber Reinforcements in Polymer Matrix


Figure 1: Different Types of Fiber Reinforcements in Polymer Matrix2

 

Each type of additive offers unique functionalities and benefits. This allows manufacturers to tailor the properties of plastics to meet specific performance and application needs. Some of the common types of reinforcing polymer additives are given below.

 

Fibers


Fibers are elongated, thread-like structures. They have a high aspect ratio (length to diameter ratio), that are fundamental building blocks of various materials. They can be natural, synthetic, or a combination of both.

 

Glass fibers


Glass fibers are among the most widely used reinforcing fibers. This is due to their high strength, stiffness, and chemical resistance. They improve the mechanical properties of plastics such as tensile strength, flexural strength, and impact resistance. Glass fibers are commonly employed in applications where high performance and cost-effectiveness are required. For example, in automotive parts, construction materials, and consumer goods.

 

Carbon fibers


Carbon fibers offer exceptional strength-to-weight ratios, stiffness, and thermal conductivity. They provide superior mechanical properties and temperature resistance compared to glass fibers. This makes them ideal for high-performance applications in aerospace, sports equipment, and automotive racing. However, carbon fibers are more expensive than glass fibers. They require specialized processing techniques.

 

Kevlar® fibers

 

Kevlar® fibers are known for their exceptional strength and stiffness. They are commonly used in plastic reinforcement to improve:
 

  • impact resistance,
  • tensile strength, and
  • abrasion resistance

 

In automotive applications, Kevlar®-reinforced plastics are used in components like bumpers, body panels, and interior trims to enhance crashworthiness and reduce weight. They are also employed in aerospace structures, sporting goods (such as helmets and protective gear), and consumer electronics for lightweight, high-performance applications.

 

Aramid fibers


Aramid fibers offer high tensile strength, modulus, and thermal stability, making them suitable for plastic reinforcement in demanding applications. Examples of aramid fibers include Kevlar®, Nomex®, and Twaron®. In aerospace, aramid-reinforced plastics are used for their lightweight and high-strength properties. For example, in structural components, aircraft interiors, and engine components, aramid-reinforced plastics find applications where resistance to impact, heat, and chemicals is crucial. For example:
 

  • protective clothing,
  • ballistic armor, and
  • industrial reinforcements


 

Basalt fibers

 

Basalt fibers are derived from natural volcanic rocks. They offer:
 

  • high tensile strength,
  • high modulus,
  • temperature resistance,
  • good chemical resistance, and
  • low thermal expansion

 

Basalt fibers are used to improve the mechanical properties and durability of composites in applications like automotive parts, construction materials, and marine components. Basalt-reinforced plastics offer advantages such as enhanced stiffness, impact resistance, and corrosion resistance compared to traditional materials. This makes them suitable for structural and high-performance applications.

 

Natural fibers


Natural fibers, such as hemp, flax, or jute, are renewable and biodegradable alternatives to synthetic fibers. They have lower mechanical properties compared to glass or carbon fibers. Natural fibers offer advantages such as reduced environmental impact, cost-effectiveness, and aesthetics. They are commonly used in applications where sustainability and natural aesthetics are prioritized. For example, in automotive interiors, packaging, and construction materials.


Select commercial grades of various types of fibers available in our database to reinforce your plastics:
 

GF ReinforcedCF ReinforcedBF ReinforcedAF Reinforced


 

Fillers


Fillers are materials added to polymers to modify or enhance their properties. They can improve mechanical strength, reduce cost, enhance dimensional stability, or impart other desired characteristics. Some common types of fillers used in polymer composites are explained below.

 

Talcs


Talc is a naturally occurring mineral filler known for its lamellar structure. It imparts stiffness, impact resistance, and dimensional stability to plastics. It is commonly used in automotive components, electrical enclosures, and packaging materials.

 

Calcium carbonates (CaCo3)


CaCo3 is a versatile filler that improves stiffness, impact resistance, and opacity in plastics. It is widely used in applications such as PVC pipes, films, and injection-molded parts due to its cost-effectiveness and compatibility with various polymers.

 

Wood flour

 

Wood flour is commonly used as fillers in polymer composites. Wood flour can improve stiffness, strength, and dimensional stability while reducing cost. It is often used in applications like decking, automotive interiors, and furniture.

 

Rice husk

 

Rice husk is a byproduct of rice milling and can be used as a filler in polymer composites. It provides good mechanical properties, thermal stability, and low water absorption. Rice husk composites are used in applications such as building materials and automotive components.

 

Coconut shell flour


Coconut shell flour is a byproduct of coconut processing and can be used as a filler in polymer composites. It provides good mechanical properties, thermal stability, and low cost. Coconut shell flour composites are used in applications such as automotive parts and construction materials.

 

Fly ash

 

A byproduct of coal combustion, fly ash can enhance mechanical properties and reduce the cost of polymer composites. It is used in construction materials, automotive components, and consumer goods.


Select commercial grades of various types of fillers available in our database to reinforce your plastics:
 

Caco3 ReinforcedSilicas ReinforcedTalcs ReinforcedMica Reinforced


 

Nanoparticles


Nanoparticles are increasingly being used as reinforcements in polymer composites. This is due to their unique properties and ability to enhance mechanical, thermal, electrical, and barrier properties. Some commonly used nanoparticles in polymer composites are given below.

 

Nanoclays


Nanoclays are layered silicate nanoparticles that offer significant reinforcement at low addition levels. They improve barrier properties, mechanical properties, and flame retardancy of plastics. Nanoclays are commonly used in packaging films, automotive components, and coatings to enhance performance while minimizing material usage and cost.

 

Carbon nanotubes (CNTs)


CNTs are cylindrical nanostructures composed of rolled-up graphene sheets. They exhibit exceptional mechanical, thermal, and electrical properties. CNT-reinforced plastics exhibit improved tensile strength, modulus, and impact resistance compared to neat polymers. They can also enhance the thermal conductivity of plastics. This makes them suitable for applications requiring heat dissipation, such as electronic devices and thermal management systems.

However, achieving uniform dispersion and alignment of CNTs within the polymer matrix remains a challenge. This is due to their tendency to agglomerate, requiring specialized processing techniques and surface functionalization to improve compatibility.

 

Graphene


Graphene is a single layer of carbon atoms arranged in a two-dimensional honeycomb lattice. This offers outstanding mechanical, electrical, and thermal properties. In plastic reinforcement, graphene is typically dispersed as nanosheets within the polymer matrix. This enhances mechanical strength, stiffness, and electrical conductivity.

Graphene can also serve as a barrier to gas permeation. This makes it suitable for applications requiring improved barrier properties, like packaging materials. Like CNTs, achieving uniform dispersion of graphene in the polymer matrix is essential for realizing its full potential. This often requires functionalization or surface treatment to enhance compatibility and dispersion.

 

Metal oxide nanoparticles

 

Metal oxide nanoparticles offer UV protection, antimicrobial activity, and catalytic properties. Examples of metal oxide nanoparticles are titanium dioxide (TiO2), zinc oxide (ZnO), and iron oxide (Fe2O3). When incorporated into polymer matrices, metal oxide nanoparticles can impart UV resistance, antimicrobial properties, and improved mechanical properties. Metal oxide nanoparticle-reinforced composites are used in coatings, packaging, healthcare, and environmental remediation applications.

 

Silica nanoparticles

 

Silica nanoparticles offer high surface area, good mechanical properties, and thermal stability. When dispersed in polymer matrices, they can improve mechanical strength, thermal stability, barrier properties, and flame resistance. Silica nanoparticle-reinforced composites find applications in automotive, electronics, packaging, and coatings.

 

Nanocellulose


 

Nanocellulose is derived from cellulose fibers through mechanical or chemical treatments. They offer high strength, stiffness, and biodegradability. When dispersed in polymer matrices, nanocellulose can improve mechanical properties, barrier properties, and thermal stability. Nanocellulose-reinforced composites find applications in packaging, automotive, aerospace, and biomedical materials.


Select commercial grades of various nanoparticles available in our database to reinforce your plastics:
 

CNTs ReinforcedGraphene Reinforced


 

Performance Enhancement of Reinforced Plastics with Polymer Additives

 

Polymer additives (e.g., compatibilizers or coupling agents) can be selected to improve the following characteristics within the polymer matrix:
 

  • dispersion,
  • adhesion, and
  • alignment of reinforcing agents

 

This ensures that the reinforcements enhance mechanical properties like strength, stiffness, and impact resistance.

 

Comparing the tensile strength of PP-g-MAH and POE-g-MAH compatibilizers

 

In Figure 2, the tensile strength of the 30% glass fiber reinforced polypropylene composites (GFRP-30) with compatibilizer (PP-g-MAH and POE-g-MAH) was increased compared to GFRP-30 and neat PP. However, the increased compatibilizer (10 and 15 phr) showed a reduction in tensile strength.

An appropriate amount of compatibilizer can enhance the interface adhesion between glass fiber and polymer. This makes the fiber more difficult to break, pull out, and debond.
 

  1. The tensile strength of GFRP-30 was higher with the PP-g-MAH compatibilizer. This was due to the physical compatibility between PP-g-MAH and matrix PP.

     

  2. The tensile strength of GFRP-30 was lower with the POE-g-MAH compatibilizer. This is because the compatibility between POE-g-MAH and matrix PP was poor. Moreover, POE-g-MAH is an elastic particle, and the increase of elastic particles in the system will also reduce the tensile strength of the sample.

 

As the compatibilizer content exceeded a certain value, the following observations were made:
 

  • GFs were entangled with each other,
  • GF was not easy to disperse, and
  • GF failed to fully play its skeletal role

 

Effects of Compatibilizers on the Tensile Strength


Figure 2: Effects of Compatibilizers on the Tensile Strength of 30% Glass Fiber-reinforced Polypropylene (GFRP-30)1


 

Comparing the impact strength of PP-g-MAH and POE-g-MAH compatibilizers
 

  1. PP-g-MAH modified GFRP-30 in Figure 3 showed the impact strength first increased and then decreased with the addition of PP-g-MAH. When the amount of PP-g-MAH was small,
    • one end of PP-g-MAH (5 phr) was physically compatible with the base PP, and
    • the other end reacted with the coupling agent on the surface of the glass fiber with maleic anhydride. This led to the formation of a more solid chemical bond and enhanced the interface compatibility between glass fiber and the matrix PP.

 

  1. For the samples with POE-g-MAH compatibilizer, the impact strength increased with the increase in the amount of POE-g-MAH. POE can absorb a lot of energy and prevent the development of crazing. Thus, the impact strength was greatly improved.


 

Effects of Compatibilizers on the Impact Strength


Figure 3: Effects of Compatibilizers on the Impact Strength of 30% Glass Fiber-reinforced Polypropylene (GFRP-30)1


 

Influence of polymer additives on reinforced plastics

 

By incorporating additives with desired functionalities, manufacturers can tailor the properties of reinforced plastics to meet the exact performance of the application.
 

  • UV stabilizers can be added to enhance weather resistance.
  • Flame retardants can improve fire safety.
  • Lubricants can reduce friction.
  • Processing aids facilitate easier processing. This leads to improved flow properties, reduced cycle times, and enhanced moldability.
  • Antioxidants can protect reinforced plastics from degradation due to environmental factors such as UV radiation, heat, or chemical exposure. This extends the service life of the product and ensures long-term performance reliability.

 

Strategic use of polymer additives can optimize material costs while enhancing performance. By fine-tuning the additive formulation, manufacturers can improve performance without increasing material expenses. This results in cost-effective solutions.

Some polymer additives can improve the recyclability and sustainability of reinforced plastics. Additives that enhance compatibility with recycling processes or reduce environmental impact during production contribute to eco-friendly practices and address sustainability goals.

Introducing polymer additives strategically enables manufacturers to customize reinforced plastics to suit specific needs. By carefully selecting and incorporating additives, they can:
 

  • optimize performance,
  • improve processability,
  • extend product lifespan,
  • ensure cost efficiency, and
  • align with environmental sustainability objectives


 

Factors to Consider While Selecting Reinforcing Additives

 

Several factors should be considered while selecting reinforcing additives for composite materials. This ensures optimal performance and suitability for the intended application.

 

Desired properties

Desired properties


The specific mechanical, thermal, or electrical properties required for the application are identified. Reinforcing additives that are known to enhance the desired properties are selected. For instance, glass fibers may be chosen for improved strength and stiffness, while impact modifiers could be selected for enhanced toughness. The compatibility between the reinforcing additive and the polymer matrix is considered to ensure optimal performance and bonding. Different plastics have varying chemical compositions and processing characteristics. Additives that are compatible with the specific polymer type being used are chosen. For example, certain fillers may work well with polypropylene but may not be suitable for polyethylene.

 

 

Commercial Grades
Select 150+ fillers with stiffnessSelect 30+ fibers with stiffnessSelect 2+ nanoparticles with stiffness
Select 200+ fillers with dimensional stabilitySelect 65+ fibers with dimensional stability-
Select 115+ fillers with thermal resistanceSelect 6+ fibers with thermal resistanceSelect 3+ nanoparticles with thermal resistance
Select 75+ fillers with impact resistanceSelect 9+ fibers with impact resistanceSelect 1+ nanoparticles with impact resistance
Select 75+ fillers with hardnessSelect 90+ fibers with hardnessSelect nanoparticles with hardness



  

Processing

Processing methods


 

It is ensured that the chosen reinforcing additives are compatible with the processing techniques employed in manufacturing. For example, injection molding, extrusion, or compression molding. Some additives may affect the viscosity, flow behavior, or curing kinetics of the polymer matrix during processing. Additives that do not interfere with the processing parameters or cause processing difficulties must be selected.

 

 

Commercial Grades
Select 240+ fillers suitable for injection moldingSelect 10+ fibers suitable for injection moldingSelect 13+ nanoparticles suitable for injection molding
Select 300+ fillers suitable for extrusionSelect 30+ fibers suitable for extrusionSelect 15+ nanoparticles suitable for extrusion



  

Cost Efficient

Cost-effectiveness


The desired reinforcement is balanced with economic considerations to ensure cost-effectiveness. The cost of the reinforcing additives is evaluated. This is relative to the overall production cost and the added value they provide in terms of improved properties or performance. Several factors are considered, such as the required dosage of additives, their availability, and any additional processing or handling costs associated with their use.

 

 

Commercial Grades
Select 45+ fillers with reduced formulation costSelect 10+ fibers with reduced formulation costSelect 10+ nanoparticles with reduced formulation cost
Select 5+ fillers with reduced cycle time

-

-
Select 35+ fillers with low density-Select nanoparticles with density reduction



 

Regulatory

Regulatory compliance


Selected reinforcing additives must comply with relevant regulatory requirements and industry standards. Factors such as safety, health, environmental regulations, and industry-specific standards for performance and quality are considered. Compliance with standards ensures the suitability and reliability of the reinforcing additives. 

 

 

Commercial GradesSelect 30+ FDA-approved fillersSelect TSCA-approved fibers


 

By considering these factors, formulators can make informed decisions when selecting reinforcing additives for plastic formulations. By this approach, the chosen additives enhance the desired properties of the plastic while maintaining compatibility with the polymer matrix and processing methods, all within cost-effective constraints.

 

Applications of Reinforced Composites

 

Reinforced composites find applications across a wide range of industries due to their unique combination of properties. This includes high strength-to-weight ratio, stiffness, corrosion resistance, and design flexibility. Some real-world applications of reinforced plastics with specific additives are summarized here.

 

Glass fiber-reinforced composites in automotive parts

 

Glass fiber-reinforced plastics (GFRP) are extensively used in automotive applications. They improve strength-to-weight ratios and create lighter, more fuel-efficient vehicles. The addition of glass fibers increases the stiffness and strength of the plastic, allowing for thinner and lighter components without sacrificing performance.

By using glass fiber reinforced plastic (GFRP) in automotive parts, manufacturers can:
 

  • reduce vehicle weight,
  • improve fuel efficiency, and
  • enhance safety by providing better crash resistance

 

Components such as bumpers, body panels, door panels, and interior trims are commonly reinforced with glass fibers to enhance structural integrity and impact resistance.

 

Carbon fiber-reinforced composite applications

 

Carbon fiber-reinforced composites find applications in a wide range of industries due to their exceptional properties, including:
 

  • high strength,
  • stiffness,
  • low weight, and
  • corrosion resistance

 

Carbon fiber composites reduce fuel consumption and enhance performance in automotive and aerospace applications. Carbon fiber composites are widely used in the sports and recreation industry for applications such as bicycles, tennis rackets, golf clubs, fishing rods, archery equipment, and protective gear. The high strength and stiffness of carbon fiber make sporting equipment lightweight and durable. This provides athletes with improved performance.

Carbon fiber composites play a vital role in the construction of wind turbine blades. Their high strength and stiffness enable the production of longer and lighter blades. This can capture more wind energy and improve the efficiency of wind turbines.

 

Mineral fillers reinforcement in building materials

 

Mineral fillers, such as calcium carbonate, talc, and silica, are frequently incorporated into building materials. They enhance durability, impact resistance, and dimensional stability. The addition of mineral fillers improves the mechanical properties of the plastic. This makes it more resistant to weathering, thermal expansion, and impact damage.

Building materials reinforced with mineral fillers offer advantages such as:
 

  • reduced maintenance,
  • extended lifespan, and
  • enhanced structural performance in harsh environments

 

Plastics reinforced with mineral fillers are used in construction applications such as roofing tiles, siding panels, window frames, and insulation boards.

 

Nanoparticle reinforcement in sporting goods

 

Nanoparticles, such as nanoclays and other nanomaterials, are increasingly used in the production of sporting goods. They enhance performance characteristics such as stiffness, elasticity, and impact resistance. Nanoparticles in sports equipment also offer benefits such as:
 

  • improved wear resistance,
  • damping properties, and
  • aerodynamic performance

 

The incorporation of nanoparticles can increase the stiffness and resilience of the plastic. This results in sporting equipment that is lighter, more responsive, and less prone to fatigue. In tennis rackets, golf clubs, and bicycle frames, nanoparticles are added to the plastic matrix to improve structural integrity and energy transfer.

These real-world applications demonstrate how reinforced plastics with specific additives contribute to lightweight design, improved durability, and enhanced performance in various industries. For example, in automotive, construction, and sports. Manufacturers can leverage the unique properties of additives such as glass fibers, mineral fillers, and nanoparticles to create high-performance composite materials tailored to meet the specific needs of each application.

 

Reinforced Plastics - Applications



Figure 4: Market Applications of Reinforced Polymers

 

Future Trends in Reinforced Plastics


Advancements in Nanomaterials

Advancements in nanomaterials

Continued advancements in nanomaterials, such as carbon nanotubes, graphene, and other nanocomposites, hold promise for further enhancing the properties of reinforced plastics, including strength, conductivity, and barrier properties.


 

Sustainability

Sustainability and environmental concerns

With increasing emphasis on sustainability and environmental concerns, the development of biobased/biodegradable reinforcing additives will likely play a significant role in reducing the environmental impact of plastic products.


 

Recycled Fiber-reinforced Composites

Recycled fiber-reinforced composites

As industries increasingly prioritize environmental sustainability and seek innovative solutions, recycled fiber-reinforced composites are likely to play a significant role in various sectors, including automotive, construction, aerospace, and consumer goods.


 

Smart Materials

Smart materials

Integration of smart materials and additives, like shape memory polymers, self-healing materials, and sensors, could enable innovative functionalities in reinforced plastics. They open up new possibilities in healthcare, aerospace, and electronics applications.


 

Advanced Manufacturing Processes

Advanced manufacturing processes

Advancements in additive manufacturing (3D printing), composite manufacturing processes, and materials science will enable more efficient production of reinforced plastics with complex geometries and tailored properties.


 

Conclusion

 

The use of reinforcement additives in polymers offers numerous advantages across various industrial applications. By incorporating additives such as fibers, fillers, and nanoparticles, manufacturers can significantly enhance the mechanical properties, durability, and performance of plastics. Some key advantages are:
 

  1. Reinforcement Reinforcement additives improve strength, stiffness, toughness, and impact resistance. This allows for the creation of lightweight yet strong composite materials.

 

  1. ReinforcementReinforcement additives enhance dimensional stability, weather resistance, and chemical resistance. This helps to extend the lifespan of plastic products and reduce maintenance requirements.

     

  2. Reinforcing additives offer cost-effective solutions for improving material performance, reducing material usage, and enhancing product longevity.

     

  3. By selecting the right additives and adjusting formulations, plastic properties can be tailored. This helps to meet specific application requirements, like increased strength, thermal conductivity, or barrier properties.
     

Polymer additives for plastic reinforcement offer a versatile and effective approach for improving material performance and addressing diverse application needs. As technology evolves, innovations in reinforcement technologies and advanced materials will drive the development of stronger, lighter, and more sustainable plastic products for the future.

 

References

 

  1. Wang, Yuming, et al. "Crystallization behavior and properties of glass fiber reinforced polypropylene composites." Polymers 11.7 (2019): 1198
  2. Ashik, K. P., and Ramesh S. Sharma. "A review on mechanical properties of natural fiber reinforced hybrid polymer composites." Journal of minerals and materials characterization and engineering 3.05 (2015): 420