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Structure · dataset · 2026

Raw data files for Tribological performance and wear mechanisms of TiN/AlTiN-coated WC vs uncoated WC against AISI 1045 steel under dry conditions

Listed in RADAR and RADAR4Memory — shown once because both records carry DOI 10.35097/q33qmram9mwszmc9

The mechanisms governing wear evolution in multilayer hard coatings remain a key challenge in tool tribology and dry machining.

Description

This study investigates the dry sliding behaviour of TiN/AlTiN multilayer-coated (thickness 1 μm/5 μm) as well as uncoated tungsten carbide (WC) cutting tools in a pin-on-disk configuration. Sliding tests were performed in a cylinder-on-line contact using commercial grooving inserts against AISI 1045 steel disks across a load–velocity matrix (20, 30 N; 10, 40, 80 m/min), with extended duration runs at 40 m/min to capture wear progression.

The TiN/AlTiN-coated tools exhibited more stable friction coefficients and significantly reduced wear volumes compared to uncoated tools (73–92% lower specific wear rates, corresponding to 4×–12× improvement). The enhanced performance is attributed to the formation of a dense, oxide-rich tribofilm that effectively suppressed both adhesive and abrasive wear. In contrast, uncoated tools exhibited unstable frictional behaviour and severe material loss due to grooving and transfer.

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Wear evolution analysis using SEM/EDS, FIB cross-sectioning, WLI, and XPS depth profiling indicated gradual layer-by-layer wear progression in the TiN/AlTiN coating system, while uncoated tools showed accelerated nonlinear wear at higher velocities. The quantified wear coefficients together with the tribofilm chemistry provide mechanistic insight into coating wear and define key experimental inputs for future, physics-based tool-life modelling under dry machining conditions.

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Provenance · 2 source records, 9 field assertions
SourceKeyLast seenRaw
RADAR10.35097/q33qmram9mwszmc913 d agoJSON v1
RADAR4Memory10.35097/q33qmram9mwszmc913 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · radar service eu deconnector:radar_service_eu_de@1.0.0
concepts[field].local:field:earth-environmentalmapping · radar4memory radar service euconnector:radar4memory_radar_service_eu@1.0.0
concepts[field].local:field:earth-environmentalmapping · radar service eu deconnector:radar_service_eu_de@1.0.0
concepts[field].local:field:materials-sciencemapping · radar4memory radar service euconnector:radar4memory_radar_service_eu@1.0.0
concepts[field].local:field:materials-sciencemapping · radar service eu deconnector:radar_service_eu_de@1.0.0
descriptionsource · radar service eu deconnector:radar_service_eu_de@1.0.0/metadata/dc/description
licensesource · radar service eu deconnector:radar_service_eu_de@1.0.0/metadata/dc/rights
publication_datesource · radar service eu deconnector:radar_service_eu_de@1.0.0
titlesource · radar service eu deconnector:radar_service_eu_de@1.0.0/metadata/dc/title