{"title":"利用高通量化学发光成像和遗传算法研究聚(4-甲基-1-戊烯)稳定剂配方","authors":"Kyo Yanagiyama, Toru Wada, Emi Sawade, Toshiaki Taniike","doi":"10.1016/j.polymdegradstab.2025.111389","DOIUrl":null,"url":null,"abstract":"<div><div>A combination of high-throughput chemiluminescence imaging and a genetic algorithm was implemented to develop stabilizer formulations for preventing the thermo-oxidative degradation of poly(4-methyl-1-pentene) (PMP). The identified best-performing formulation significantly enhanced the stability of PMP, extending its lifetime at 160 °C. Additionally, the results were compared to those previously obtained for polypropylene (PP) to identify commonalities and differences in stabilizer formulations between these polymers. It was found that both PMP and PP require synergistic combinations of stabilizers, though PMP tends to favor higher proportion of secondary antioxidants. This difference is likely attributed to processing temperatures and diffusion efficiency of molecules in the matrix polymers. Findings from a total of 160 samples (PMP: 90, PP: 70) highlight the importance of iterative optimization of stabilizer formulations.</div></div>","PeriodicalId":406,"journal":{"name":"Polymer Degradation and Stability","volume":"239 ","pages":"Article 111389"},"PeriodicalIF":6.3000,"publicationDate":"2025-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Development of stabilizer formulations for Poly(4-methyl-1-pentene) via high-throughput chemiluminescence imaging and genetic algorithm\",\"authors\":\"Kyo Yanagiyama, Toru Wada, Emi Sawade, Toshiaki Taniike\",\"doi\":\"10.1016/j.polymdegradstab.2025.111389\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>A combination of high-throughput chemiluminescence imaging and a genetic algorithm was implemented to develop stabilizer formulations for preventing the thermo-oxidative degradation of poly(4-methyl-1-pentene) (PMP). The identified best-performing formulation significantly enhanced the stability of PMP, extending its lifetime at 160 °C. Additionally, the results were compared to those previously obtained for polypropylene (PP) to identify commonalities and differences in stabilizer formulations between these polymers. It was found that both PMP and PP require synergistic combinations of stabilizers, though PMP tends to favor higher proportion of secondary antioxidants. This difference is likely attributed to processing temperatures and diffusion efficiency of molecules in the matrix polymers. Findings from a total of 160 samples (PMP: 90, PP: 70) highlight the importance of iterative optimization of stabilizer formulations.</div></div>\",\"PeriodicalId\":406,\"journal\":{\"name\":\"Polymer Degradation and Stability\",\"volume\":\"239 \",\"pages\":\"Article 111389\"},\"PeriodicalIF\":6.3000,\"publicationDate\":\"2025-04-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Polymer Degradation and Stability\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0141391025002186\",\"RegionNum\":2,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"POLYMER SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Polymer Degradation and Stability","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0141391025002186","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"POLYMER SCIENCE","Score":null,"Total":0}
Development of stabilizer formulations for Poly(4-methyl-1-pentene) via high-throughput chemiluminescence imaging and genetic algorithm
A combination of high-throughput chemiluminescence imaging and a genetic algorithm was implemented to develop stabilizer formulations for preventing the thermo-oxidative degradation of poly(4-methyl-1-pentene) (PMP). The identified best-performing formulation significantly enhanced the stability of PMP, extending its lifetime at 160 °C. Additionally, the results were compared to those previously obtained for polypropylene (PP) to identify commonalities and differences in stabilizer formulations between these polymers. It was found that both PMP and PP require synergistic combinations of stabilizers, though PMP tends to favor higher proportion of secondary antioxidants. This difference is likely attributed to processing temperatures and diffusion efficiency of molecules in the matrix polymers. Findings from a total of 160 samples (PMP: 90, PP: 70) highlight the importance of iterative optimization of stabilizer formulations.
期刊介绍:
Polymer Degradation and Stability deals with the degradation reactions and their control which are a major preoccupation of practitioners of the many and diverse aspects of modern polymer technology.
Deteriorative reactions occur during processing, when polymers are subjected to heat, oxygen and mechanical stress, and during the useful life of the materials when oxygen and sunlight are the most important degradative agencies. In more specialised applications, degradation may be induced by high energy radiation, ozone, atmospheric pollutants, mechanical stress, biological action, hydrolysis and many other influences. The mechanisms of these reactions and stabilisation processes must be understood if the technology and application of polymers are to continue to advance. The reporting of investigations of this kind is therefore a major function of this journal.
However there are also new developments in polymer technology in which degradation processes find positive applications. For example, photodegradable plastics are now available, the recycling of polymeric products will become increasingly important, degradation and combustion studies are involved in the definition of the fire hazards which are associated with polymeric materials and the microelectronics industry is vitally dependent upon polymer degradation in the manufacture of its circuitry. Polymer properties may also be improved by processes like curing and grafting, the chemistry of which can be closely related to that which causes physical deterioration in other circumstances.