AI-supported waste sorting: transition from mixed plastic waste to pure sorted polymers and flakes

Turnkey waste sorting lines — Made in Germany

STF Group designs, manufactures and integrates complete sorting lines for post-consumer plastics and mixed waste streams. We combine robust German mechanical plant engineering with AI-supported optical sorting technology from UCY Technologies for stable qualities and maximum yield.

Made in Germany Mechanical plant engineering, steel construction and conveying technology manufactured in-house
Turnkey Turnkey overall concept from bale opener to sorted polymer grade
Recycler DNA Machine and process competence from decades of operating our own recycling plants
AI sorting Seamless integration of the UCY A-, Q- and F-series for intelligent detection

Material streams

Robust sorting for a wide range of waste streams.

Our systems are designed for the efficient fractionation of heterogeneous input materials and achieve high purity levels with minimal mis-sorting.

Lightweight packaging / LWP

Our lines precisely fractionate the high-volume LWP material stream into recyclable mono-fractions and recoverable material groups.

Typical outputs:
PET clear/blue/coloredHDPE & PPMixed plasticsFilms (PE/PP)Ferrous/non-ferrous metals

PET bottle streams

Color sorting, metal separation and the separation of monolayers and multilayers form the core of highly efficient PET lines.

Typical outputs:
PET clearPET bluePET colored/opaqueBeverage cartonsPE/PP caps

Mixed rigid plastics

Sorting lines for post-consumer rigid plastics separate rigid containers by polymer type and color.

Typical outputs:
Pure HDPEPP containersPS rigid fractionPVC & contaminantsMetals

Films and 2D fractions

Flexible film streams separated by air classifiers and dedicated ballistic separators are prepared for washing and regranulation plants.

Typical outputs:
LDPE films clearLDPE films coloredPP filmsPaper & cardboardResidues

Commercial & industrial waste

For highly heterogeneous streams, STF combines mechanical processing with robust sensor technology to recover recyclable materials and RDF.

Typical outputs:
Engineering polymersCardboard & woodRefuse-derived fuel (RDF)Ferrous/non-ferrous scrap

Mixed PC plastics

Post-consumer mixed waste is efficiently pre-sorted and separated into recoverable polymer cuts for washing processes.

Typical outputs:
PO mixPlastic mixMetalsMineral residues

Residue processing

Reject upgrading recovers valuable plastic residues from reject and waste streams of other processes and returns them to the cycle.

Typical outputs:
Recoverable polymersFerrous metalsNon-ferrous metalsRDF refuse-derived fuel

Pre-sorting before washing

Optimum sorting directly upstream of washing and size-reduction technology relieves mills and protects downstream units.

Typical outputs:
Pre-sorted regrind input materialCoarse contaminantsFerrous metalsFines

Scope of supply

From bale opener to sorted fraction — one responsible partner

STF supplies not only individual sorting machines, but also assumes responsibility for the entire sorting process as a general contractor. All mechanical, electrical and sensor-based components are precisely coordinated.

Dosing & feeding

Continuous material flow through volumetric feed bunkers, underfloor belts and moving floors.

Bale breaking

Gentle bale openers or robust pre-shredders optimally prepare the compressed plastics.

Mechanical pre-sorting

Trommel screens, star screens and disc screens classify fine fractions and prepare the material.

2D/3D separation

Ballistic separators separate flat films (2D), rolling containers (3D) and remaining fines.

Air classification

Air classifiers reliably blow out light contaminants such as paper, labels and extremely light films.

Metal separation

Overbelt magnets and eddy current separators (ferrous/non-ferrous) protect sorters and recover valuable metals.

Sensor & AI sorting

UCY A-series sorters separate the isolated material stream in a high-speed belt process.

Quality control

Manual picking platforms or AI-based inline inspection systems (UCY Q-series) secure the target purity.

Fraction storage

Automatic bunker systems, bulk material boxes and flexible transfer stations for downstream processes.

Plant periphery

Robust steel construction, maintenance platforms, sensor synchronization, control cabinets and higher-level PLC controls.

Interface to recycling

Seamless connection to mechanical recycling lines from STF (size reduction, washing lines, dewatering).

Request a concept
Plant layout and large platform of a waste sorting line
Turnkey STF sorting lines: precise interaction between preparation, screening and sensor-based ejection.

Your advantages

Why STF Group for your waste sorting process?

In a European comparison, we stand out through one decisive characteristic: we are not only a plant manufacturer, but also one of Europe’s largest plastics recyclers. We understand practical operation.

Operator experience

Real recycler DNA

We do not design sorting lines only on the drawing board. STF Group operates its own industrial PET recycling plants. Our machines are built for harsh real-world conditions: contamination, fluctuating input qualities and maximum purity requirements.

Line engineering

Complete German plant engineering

Design, steel construction, conveying technology, control systems, integration and commissioning — all from a single source. This minimizes interface risks and ensures smooth project execution.

UCY sorting

AI-supported optical sorting

The integrated UCY A-series uses high-resolution VIS and SWIR cameras as well as real-time AI to separate objects with high precision by material, color, shape and application classes.

Flexibility

Retrofit-friendly

Our modular systems are highly suitable for upgrading existing sorting lines. We integrate modern AI-supported sensor technology, metal separation and reporting without requiring the entire plant to be rebuilt.

Plant logic

Five steps to a pure recoverable material

Our integrated process eliminates interface issues. Sorting works hand in hand with mechanical processing.

  1. 01

    Conditioning

    Feeding, dosing, loosening and uniform distribution of the input material for a continuous flow.

  2. 02

    Mechanical separation

    Separation of fines, separation of 2D/3D objects as well as ferrous and non-ferrous metals to isolate the material stream.

  3. 03

    AI optical sorting

    Detection of material, color, shape and application-specific object classes in the high-speed stream using the UCY A-series.

  4. 04

    Quality control

    Inline monitoring with the UCY Q-series for detecting contaminants, mill protection and detailed real-time reporting.

  5. 05

    Output handling

    Buffering in bunker systems, automated baling or direct transfer to washing and grinding processes.

UCY integration

UCY sorting technology — seamlessly integrated into STF lines

The close technical integration of STF mechanical engineering and computer vision from UCY Technologies creates a highly efficient overall solution. No separate interface coordination, no signal delay.

Main sorter

UCY A-series

The high-capacity belt sorter for bottle and waste streams with a robust conveyor belt and real-time AI processing.

  • VIS & SWIR sensor technology
  • Ferrous/non-ferrous detection
  • Object classification
  • High mass throughput
Quality assurance

UCY Q-series

Inline quality monitoring, process protection, detection of hazardous objects and detailed live statistics.

  • Inline real-time analysis
  • Contaminant warning system
  • Simple integration
  • Dashboard statistics
Fines purification

UCY F-series

Downstream flake sorting for high-purity recyclate after the washing and grinding process in washing lines.

  • Sub-millimeter precision
  • Material & color detection
  • Fine ejector nozzles
  • Maximum final purity
UCY A-series optical sorter for bottle and waste sorting
UCY A-series belt sorter: the technological performance unit in STF sorting lines.

Performance & ROI

Focus on economic efficiency and yield

We avoid unrealistic promises. Our concepts are based on durable technology and reliable, material-specific quality commitments.

Maximized purity

With high-resolution VIS/SWIR camera systems and AI-supported object detection, we achieve excellent mono-fractions with minimal mis-sorting.

Reduced labor costs

Precise automatic sorting reduces the need for manual picking personnel to an absolute minimum.

Process data & transparency

Integrated dashboards enable real-time monitoring of material streams, purities and throughputs — for data-based plant decisions.

Retrofit potential

Increase the throughput and purity of your existing line with a targeted upgrade without completely rebuilding the steel structure.

Request a sorting concept

Would you like to analyze your material stream or improve an existing sorting process?

Talk to STF about input fractions, throughput targets, plant layout and the appropriate next project step.