Pub Date : 2025-08-19DOI: 10.1007/s11696-025-04282-3
Amin Hedayati Moghaddam, Morteza Esfandyari, Hossein Sakhaeinia, Abdellatif Mohammad Sadeq
This study focuses on the metathesis of 2-butene to convert low value products into higher value propylene. In this work, using machine learning (ML) techniques, several robust models were built and developed to predict the mole fraction of components in products of catalytic metathesis process over WO3 on mesoporous support without the need for profound knowledge about exact reaction mechanism and their kinetics. The operative parameters were reaction temperature and residence time. The process performance was assessed using conversion and product selectivity as responses. Cross-validation technique was used during the model development. The developed models were used to investigate the mechanism of process as well as examining the effects of operative parameters on process performance. Further, these models were used to optimize the process in companion with genetic algorithm (GA).
{"title":"Optimizing propylene production via 2-butene metathesis: catalytic efficiencies and AI-driven process enhancement","authors":"Amin Hedayati Moghaddam, Morteza Esfandyari, Hossein Sakhaeinia, Abdellatif Mohammad Sadeq","doi":"10.1007/s11696-025-04282-3","DOIUrl":"10.1007/s11696-025-04282-3","url":null,"abstract":"<div><p>This study focuses on the metathesis of 2-butene to convert low value products into higher value propylene. In this work, using machine learning (ML) techniques, several robust models were built and developed to predict the mole fraction of components in products of catalytic metathesis process over WO<sub>3</sub> on mesoporous support without the need for profound knowledge about exact reaction mechanism and their kinetics. The operative parameters were reaction temperature and residence time. The process performance was assessed using conversion and product selectivity as responses. Cross-validation technique was used during the model development. The developed models were used to investigate the mechanism of process as well as examining the effects of operative parameters on process performance. Further, these models were used to optimize the process in companion with genetic algorithm (GA).</p></div>","PeriodicalId":513,"journal":{"name":"Chemical Papers","volume":"79 11","pages":"7713 - 7724"},"PeriodicalIF":2.5,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145284309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-08-18DOI: 10.1007/s11696-025-04280-5
Simona Butan, Alexandra Virginia Bounegru, Sergiu Shova, Aurel Tăbăcaru
The reaction of copper(I) thiocyanate (CuSCN) with triphenylphosphine (PPh3) and 2,2’-dipyridylamine (dpa) in acetonitrile, at room temperature for just two hours, led to the formation of the photoluminescent complex [Cu(SCN)(PPh3)(dpa)], which exhibits intense blue-green photoluminescence in the solid state. This synthesis route represents an advancement over previously reported method that required longer reaction time and different solvent, thus offering a more efficient and practical approach. Single-crystal X-ray diffraction revealed a novel crystal structure featuring a slightly distorted tetrahedral geometry around the Cu(I) center, stabilized by P, N, and S donor atoms from the ligands and thiocyanate. The resulting Cu(I) complex was applied to fluorescent detection studies and showed a strong affinity for the pharmaceutical analytes sodium diclofenac and tetracycline hydrochloride. This interaction was evidenced by significant fluorescence quenching, low limits of detection (LOD) of 3.14 µM for sodium diclofenac and 0.33 µM for tetracycline hydrochloride, and high binding constants (Kb) of 0.00714 µM−1 and 0.00425 µM−1, respectively. The complex exhibited a linear fluorescence response within relevant concentration ranges, suggesting excellent sensitivity and potential applicability for detecting trace pharmaceutical residues. These findings highlight the promise of this complex as a practical and efficient sensor, with implications for environmental monitoring and pharmaceutical quality control.
{"title":"Fluorescent detection of sodium diclofenac and tetracycline hydrochloride by a photoluminescent copper(I) thiocyanate-based complex","authors":"Simona Butan, Alexandra Virginia Bounegru, Sergiu Shova, Aurel Tăbăcaru","doi":"10.1007/s11696-025-04280-5","DOIUrl":"10.1007/s11696-025-04280-5","url":null,"abstract":"<div><p>The reaction of copper(I) thiocyanate (CuSCN) with triphenylphosphine (PPh<sub>3</sub>) and 2,2’-dipyridylamine (dpa) in acetonitrile, at room temperature for just two hours, led to the formation of the photoluminescent complex [Cu(SCN)(PPh<sub>3</sub>)(dpa)], which exhibits intense blue-green photoluminescence in the solid state. This synthesis route represents an advancement over previously reported method that required longer reaction time and different solvent, thus offering a more efficient and practical approach. Single-crystal X-ray diffraction revealed a novel crystal structure featuring a slightly distorted tetrahedral geometry around the Cu(I) center, stabilized by P, N, and S donor atoms from the ligands and thiocyanate. The resulting Cu(I) complex was applied to fluorescent detection studies and showed a strong affinity for the pharmaceutical analytes sodium diclofenac and tetracycline hydrochloride. This interaction was evidenced by significant fluorescence quenching, low limits of detection (LOD) of 3.14 µM for sodium diclofenac and 0.33 µM for tetracycline hydrochloride, and high binding constants (K<sub>b</sub>) of 0.00714 µM<sup>−1</sup> and 0.00425 µM<sup>−1</sup>, respectively. The complex exhibited a linear fluorescence response within relevant concentration ranges, suggesting excellent sensitivity and potential applicability for detecting trace pharmaceutical residues. These findings highlight the promise of this complex as a practical and efficient sensor, with implications for environmental monitoring and pharmaceutical quality control.</p></div>","PeriodicalId":513,"journal":{"name":"Chemical Papers","volume":"79 11","pages":"7689 - 7702"},"PeriodicalIF":2.5,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145284302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
High-value-added sulfur products as well as hydrogen (H2) can be obtained by electrolytic oxidation of hydrogen sulfide (H2S), which is a promising energy conversion technology that contributes to the resource utilization of the pollutants. In conventional sulfide oxidation reaction (SOR), the recovery of the anodic product typically requires additional acidification treatment, resulting in the unsustainable use of electrolyte. Here, a novel H2S direct electrolysis system with ionic liquid (IL)-based electrolyte, consisting of acetate-based ILs and NaOH aqueous solution, was investigated. Compared to single NaOH aqueous solution, [Hmim]Ac-based electrolyte showed high H₂S absorption capacity and best electrochemical performance for SOR. Significantly, the anodic sulfur product was proved to be α-sulfur, which could be self-precipitated from the electrolyte without extra acid. The [Hmim]Ac-based electrolyte has the highest equilibrium solubility of sulfur (30.8 g L−1), which was 2–3 times that of the conventional electrolyte of NaOH aqueous solution. It is mainly attributed to the synergistic coupling of ILs and NaOH for H2S absorption and the modulating effect of ILs. Under constant potential electrolysis at 1.2 V vs RHE in [Hmim]Ac-based electrolyte, the maximum current density reached 194.4 mA cm−2, the maximum hydrogen production rate reached 3945 μmol h−1, the Faraday efficiency reached 97.9%, and the sulfur recovery of 82.6%. The IL-based electrolyte can be reused for at least three cycles of absorption-electrolysis, holding promise for efficient and continuous electrolysis of H2S.