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Record W4417200326 · doi:10.1115/1.4070624

Preparation of 2,5-Dimercaptothiadiazole Mixed Phosphate Diamine Salt and Its Tribological Performance in Low-Viscosity Lubricating Oil

2025· article· en· W4417200326 on OpenAlexaff
Kang Zhou, Hai‐Bin Yu, Fengqi Fan, Zhongping Tang, Zhe Chen, Bing Xu, Dongya Zhang

Bibliographic record

VenueJournal of Tribology · 2025
Typearticle
Languageen
FieldEngineering
TopicLubricants and Their Additives
Canadian institutionsPetro-Canada
FundersNational Natural Science Foundation of China
KeywordsThermogravimetric analysisThermal stabilityPhosphateBase oilDiamineThermal decompositionBoronIron phosphate

Abstract

fetched live from OpenAlex

Abstract In this paper, 2,5-dimercaptothiadiazole mixed phosphate diamine salt (SNP), an antiwear additive, was formulated via stepwise temperature-controlled amination. Its structure and thermal stability were characterized using infrared (IR) spectroscopy, nuclear magnetic resonance (NMR), mass spectrometry (MS), and thermogravimetric analysis (TGA). Results confirmed that SNP contains a thiadiazole ring, phosphate ester, and amine functional groups, with its main thermal decomposition stage at 290.24–332.99 °C. The tribological performance of SNP in HVIP6 base oil was evaluated and compared with that of commercial phosphite, phosphate, and borate esters. Four-ball tests showed that 1% SNP yielded a wear scar diameter of 0.359 mm, 55.18% smaller than that of the base oil and significantly lower than those of phosphite ester (0.499 mm), phosphate ester (0.484 mm), and borate ester (0.810 mm). scanning electron microscopy and X-ray photoelectron spectroscopic analyses revealed that SNP dissociates into PO43− and NH4+ at the friction interface, forming a dense nanocrystalline FePO4 protective film; the positive charge of NH4+ enhances the orderliness of the FePO4 film. In contrast, phosphite and phosphate esters exhibited poor antiwear performance, primarily due to insufficient stability of the formed tribofilms. In contrast, borate esters barely generated effective protective films. The self-synthesized SNP consequently provides a new approach for the design of antiwear additives in low-viscosity lubricating oils.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.412
Threshold uncertainty score0.343

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.008
GPT teacher head0.251
Teacher spread0.243 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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