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Exploration of multi-functional peptides with bioactive and flavorful properties in Inner Mongolian cheese by peptidomics and bioinformatics
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作者 Yuqian Zheng Zhiyong Cui +8 位作者 Shengnan Wang Chengliang Qi Amin Zhang Xueqian Guo Shilong Zhao Yuan Liu Zhihai Gao Xinya Ma Wenli Wang 《Food Science and Human Wellness》 2025年第9期3461-3471,共11页
The naturally fermented Inner Mongolian cheese’s flavor and nutritional value make it a popular choice among customers.In this work,to create multi-functional peptides that have taste and biological activity,peptidom... The naturally fermented Inner Mongolian cheese’s flavor and nutritional value make it a popular choice among customers.In this work,to create multi-functional peptides that have taste and biological activity,peptidomics and bioinformatics were used to screen flavor peptides from Inner Mongolian cheese and further assess their antioxidant and angiotensin I-converting enzyme(ACE)inhibitory properties.According to sensory data,YH8 and IL7 had detectable bitter tastes with low thresholds of 0.03 and 0.06 mmol/L,respectively.With an umami threshold range of 0.24‒0.81 mmol/L,VQ6,FK13,HP13 and QT14 exhibited a range of flavors dominated by umami,including sweet,bitter,salty,sour and kokumi.Antioxidant activity wise,YH8,VQ6,HP13 and QT14 were well represented.The above-mentioned peptides all had some ACE inhibitory effect.The bitter peptide IL7(IC_(50)=0.08 mmol/L)had the highest level of ACE inhibitory activity,followed by YH8(IC_(50)=0.33 mmol/L).These multi-functional peptides,which have been assessed for bioactive and taste features in Inner Mongolian cheese,may have positive impacts on health and harmonize the cheese’s overall flavor.These results suggest that some flavor peptides produced in fermented foods might be with bioactivities while providing a basis for the exploration and application of multi-functional peptides. 展开更多
关键词 Inner Mongolian cheese multi-functional peptides Flavor peptides ANTIOXIDANTS ACE inhibitory Molecular docking
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Corrigendum to“Multi-functional photonic spin Hall effect sensor controlled by phase transition”
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作者 Jie Cheng Rui-Zhao Li +3 位作者 Cheng Cheng Ya-Lin Zhang Sheng-Li Liu Peng Dong 《Chinese Physics B》 2025年第9期671-671,共1页
Figure 6(a)in the paper[Chin.Phys.B 33074203(2024)]was incorrect due to editorial oversight.The correct figure is provided.This modification does not affect the result presented in the paper.
关键词 CORRIGENDUM photonic spin Hall effect multi-functional sensors phase transition sensing performance
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Multi-functional photonic spin Hall effect sensor controlled by phase transition 被引量:1
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作者 程杰 李瑞昭 +3 位作者 程骋 张亚林 刘胜利 董鹏 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第7期336-342,共7页
Photonic spin Hall effect(PSHE), as a novel physical effect in light–matter interaction, provides an effective metrological method for characterizing the tiny variation in refractive index(RI). In this work, we propo... Photonic spin Hall effect(PSHE), as a novel physical effect in light–matter interaction, provides an effective metrological method for characterizing the tiny variation in refractive index(RI). In this work, we propose a multi-functional PSHE sensor based on VO_(2), a material that can reveal the phase transition behavior. By applying thermal control, the mutual transformation into different phase states of VO_(2) can be realized, which contributes to the flexible switching between multiple RI sensing tasks. When VO_(2) is insulating, the ultrasensitive detection of glucose concentrations in human blood is achieved. When VO_(2) is in a mixed phase, the structure can be designed to distinguish between the normal cells and cancer cells through no-label and real-time monitoring. When VO_(2) is metallic, the proposed PSHE sensor can act as an RI indicator for gas analytes. Compared with other multi-functional sensing devices with the complex structures, our design consists of only one analyte and two VO_(2) layers, which is very simple and elegant. Therefore, the proposed VO_(2)-based PSHE sensor has outstanding advantages such as small size, high sensitivity, no-label, and real-time detection, providing a new approach for investigating tunable multi-functional sensors. 展开更多
关键词 photonic spin Hall effect multi-functional sensors phase transition sensing performance
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Sustainable reputation of lithium-ion battery supplier and its impact on transaction equilibrium in the electric vehicle supply chain
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作者 Yuan Liu Yunqi Li +1 位作者 Jingjing Hao Lingxuan Sun 《Chinese Journal of Population,Resources and Environment》 2024年第4期399-409,共11页
In the lithium-ion battery(LIB)supply-chain,transactions involve several rounds of ordering,production and delivery between LIB suppliers and electric vehicle(EV)manufacturers.The sustainable performance of LIB suppli... In the lithium-ion battery(LIB)supply-chain,transactions involve several rounds of ordering,production and delivery between LIB suppliers and electric vehicle(EV)manufacturers.The sustainable performance of LIB suppliers,related to various characteristics,significantly affects the participants’sustainable reputations.The EV-LIB supply-chain transaction mechanism is explored from the perspective of the exchange economy comprehensively addressing both short-term economic profit and long-term sustainable reputation.Specifically,a“profit-reputation”utility function is proposed to reflect participants’expectations regarding cooperation profit and sustainable reputation.Additionally,an Edgeworth box model is developed to describe the participant’s balance determinations as a contract curve,revealing the Pareto conditions for mutually beneficial transactions based on sustainable performance.Furthermore,several principal-agent models are established to analyze the equilibrium of sustainable transactions within the EV-LIB supply-chain under varying dominance scenarios.A case study of an EV-LIB transaction is conducted to demonstrate the feasibility and effectiveness.This study aims to assist supply chain managers,researchers and decision-makers in exploring the role of participant’s sustainable reputation and its influence on supply-chain transaction and equilibrium,particularly in the context of designing cooperative contracts and negotiation process to foster sustainable supply chains. 展开更多
关键词 EV-LIB supply chain Utility function Sustainable reputation Contract curve EQUILIBRIUM
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Cybersecurity Challenges and Technological Integration in Military Supply Chain 4.0 被引量:1
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作者 Nathalie Essi Afefa Takpah Victor Nosakhare Oriakhi 《Journal of Information Security》 2025年第1期131-148,共18页
The concept of Supply Chain 4.0 represents a transformative phase in supply chain management through advanced digital technologies like IoT, AI, blockchain, and cyber-physical systems. While these innovations deliver ... The concept of Supply Chain 4.0 represents a transformative phase in supply chain management through advanced digital technologies like IoT, AI, blockchain, and cyber-physical systems. While these innovations deliver operational improvements, the heightened interconnectivity introduces significant cybersecurity challenges, particularly within military logistics, where mission-critical operations and life-safety concerns are paramount. This paper examines these unique cybersecurity requirements, focusing on advanced persistent threats, supply chain poisoning, and data breaches that could compromise sensitive operations. The study proposes a hybrid cybersecurity framework tailored to military logistics, integrating resilience, redundancy, and cross-jurisdictional security measures. Real-world applicability is validated through simulations, offering strategies for securing supply chains while balancing security, efficiency, and flexibility. 展开更多
关键词 CYBERSECURITY supply Chain IOT BlockChain Artificial Intelligence
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Effectiveness of Logistics Management Information System (LMIS) in Improving the Availability of Essential Medicines and Medical Supplies in Public Hospitals in Zambia: A Cross-Sectional Study
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作者 Aubrey Kanyika Steward Mudenda +4 位作者 Victor Daka Nayuda Kaonga Chitundu Mbao Diana K. Mwaba Scott Kaba Matafwali 《Pharmacology & Pharmacy》 2025年第2期61-72,共12页
Background: The availability of essential medicines and medical supplies is crucial for effectively delivering healthcare services. In Zambia, the Logistics Management Information System (LMIS) is a key tool for manag... Background: The availability of essential medicines and medical supplies is crucial for effectively delivering healthcare services. In Zambia, the Logistics Management Information System (LMIS) is a key tool for managing the supply chain of these commodities. This study aimed to evaluate the effectiveness of LMIS in ensuring the availability of essential medicines and medical supplies in public hospitals in the Copperbelt Province of Zambia. Materials and Methods: From February to April 2022, a cross-sectional study was conducted in 12 public hospitals across the Copperbelt Province. Data were collected using structured questionnaires, checklists, and stock control cards. The study assessed LMIS availability, training, and knowledge among pharmacy personnel, as well as data accuracy, product availability, and order fill rates. Descriptive statistics were used to analyse the data. Results: All surveyed hospitals had LMIS implemented and were using eLMIS as the primary LMIS. Only 47% and 48% of pharmacy personnel received training in eLMIS and Essential Medicines Logistics Improvement Program (EMLIP), respectively. Most personnel demonstrated good knowledge of LMIS, with 77.7% able to log in to eLMIS Facility Edition, 76.6% able to locate stock control cards in the system, and 78.7% able to perform transactions. However, data accuracy from physical and electronic records varied from 0% to 60%, and product availability ranged from 50% to 80%. Order fill rates from Zambia Medicines and Medical Supplies Agency (ZAMMSA) were consistently below 30%. Discrepancies were observed between physical stock counts and eLMIS records. Conclusion: This study found that most hospitals in the Copperbelt Province of Zambia have implemented LMIS use. While LMIS implementation is high in the Copperbelt Province of Zambia, challenges such as low training levels, data inaccuracies, low product availability, and order fill rates persist. Addressing these issues requires a comprehensive approach, including capacity building, data quality improvement, supply chain coordination, and investment in infrastructure and human resources. Strengthening LMIS effectiveness is crucial for improving healthcare delivery and patient outcomes in Zambia. 展开更多
关键词 Logistics Management Information System Essential Medicines Medical Supplies supply Chain Management Zambia
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Engage into the Supply Chain of Chinese Market to Promote Sustainable Development
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作者 Fu Zhichen 《China's Foreign Trade》 2025年第3期48-53,共6页
Global coffee giant Starbucks has been rooted in the Chinese market for 26 years,committed to bringing high-quality products and excellent experiences to consumers.As an“old friend”of the China International Supply ... Global coffee giant Starbucks has been rooted in the Chinese market for 26 years,committed to bringing high-quality products and excellent experiences to consumers.As an“old friend”of the China International Supply Chain Expo(herei naf ter refer red to as the“CISCE”),Starbucks has participated in this event for two consecutive years and will draw a blueprint for the sustainable development of the coffee industry from the perspective of building a green industrial and supply chain at the 3rd CISCE. 展开更多
关键词 coffee industry STARBUCKS supply chain building green industrial supply chain China International supply Chain Expo sustainable development green supply chain
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Supply Chains Linking the World for a Shared Future
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作者 FAN YUQING 《China Today》 2025年第10期52-55,共4页
The China International Supply Chain Expo is an important window through which to observe the trends of China's supply chain transformation.GEOPOLITICAL unrest,climate change challenges,and advances in digital tec... The China International Supply Chain Expo is an important window through which to observe the trends of China's supply chain transformation.GEOPOLITICAL unrest,climate change challenges,and advances in digital technology have reshaped the global supply chain in recent years. 展开更多
关键词 geopolitical unrest supply chain climate change supply chain transformation china international supply chain expo digital technology
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Discovering Changes in the Global Liquefied Natural Gas Marine Supply Network During the Russian-Ukrainian Crisis with Big Data
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作者 XIAO Renrong ZHAO Pengjun +2 位作者 ZHANG Mengzhu KANG Tingting MA Tianyu 《Chinese Geographical Science》 2025年第2期295-310,共16页
The recent Russian-Ukrainian crisis has had a substantial impact on the global natural gas supply landscape and brought major challenges to liquified natural gas(LNG)supply chain safety in many countries.However,acade... The recent Russian-Ukrainian crisis has had a substantial impact on the global natural gas supply landscape and brought major challenges to liquified natural gas(LNG)supply chain safety in many countries.However,academic research in this field remains scarce.This study aims to analyze the global LNG marine supply network changes during the recent Russian-Ukrainian crisis.Big data analytics are applied to the global vessel trajectory information recorded by automatic identification system(AIS).The weighted degree index indicates that global LNG marine supply is still primarily led by a few exporting countries,and the Middle East Port of Ras Laffan now occupies the central position.In 2022,the betweenness centrality and other indicators of the LNG shipping network showed a high middle and low end,indicating that the network has a certain degree of resilience.After the Russian-Ukrainian crisis happened,LNG exports from Qatar,the United States,and Russia increased.Resource flows have reshaped the competitive standing of countries.The European LNG market witnessed a significant intensification in the export competition between Russia and the United States.Despite the ongoing crisis,Russia's LNG export competitiveness remained resilient and displayed no indications of weakening.The results show new evidence for the changes in global natural resources marine supply influenced by the geopolitical events among countries.This has important implications for policymaking of LNG supply safety to the countries that rely heavily on imports. 展开更多
关键词 Russian-Ukrainian crisis natural resource supply safety marine supply Global geopolitical event
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Analysis of carbon emission in the whole process of urban water supply
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作者 Xinyuan Qiu Xiangyu Zhang +4 位作者 Peng Zhang Mingming He Fukuan Li Dezhi Fang Kexun Li 《Journal of Environmental Sciences》 2025年第9期573-582,共10页
As global climate change problems become increasingly serious,the world urgently needs to take practical measures to deal with this environmental issue.In this sense,China’s carbon peaking and carbon neutrality goals... As global climate change problems become increasingly serious,the world urgently needs to take practical measures to deal with this environmental issue.In this sense,China’s carbon peaking and carbon neutrality goals endowed an ingenious solution.Various industries in China have actively responded to this policy call,and various enterprises have started to carry out the work of carbon emission reduction,especially in water supply industry.In order to reduce carbon emission,we must first calculate carbon emissions and understand the level of carbon emission.At present,the carbon emissions accounting of water supply industry is mostly carried out on the partial work of some individual units within the enterprise,and there is no accounting case for the whole process of water supply work.This work innovatively proposes a method to calculate the carbon emissions generated in the whole water supply procedure.The carbon emission in the whole water supply procedure originates from the leakage of water supply network and the maintenance of water supply network,and all the carbon emissions involved in these two aspects are calculated.Moreover,the key points of carbon emission reduction are analyzed according to the accounting results,and a potential carbon emission reduction scheme is proposed.The research can provide a reference for the overall carbon emission accounting strategies and the construction of carbon emission reduction plans in the future. 展开更多
关键词 Carbon emission Double carbon target Whole water supply process Water supply enterprise
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2025 Gaoyang Textile&Apparel Event:Boosting supply chain&industry upgrade in Beijing–Tianjin–Hebei region
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作者 Qiu Shuchen 《China Textile》 2025年第3期32-33,共2页
On May 21st,the launch ceremony of the 2025 Textile and Clothing"Optimization of Supply and Upgrade"event was held in Gaoyang,Hebei Province.The theme of the event is to promote the coordinated development a... On May 21st,the launch ceremony of the 2025 Textile and Clothing"Optimization of Supply and Upgrade"event was held in Gaoyang,Hebei Province.The theme of the event is to promote the coordinated development and supply-demand docking of the textile and clothing industry in the Beijing–Tianjin–Hebei Region.Representatives from the textile and clothing industries gathered in Gaoyang to discuss the coordinated development of regional industries.The Ministry of Industry and Information Technology,Industry Associations,and leaders of the three local governments jointly announced the official launch of the national industrial upgrading action. 展开更多
关键词 beijing tianjin hebei region industrial upgrading action industry upgrade supply chain TEXTILE coordinated development clothing supply demand docking
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Research on the Development of Supply Chain Finance in the Digital Age
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作者 Yun Li Yawen Zhang 《Proceedings of Business and Economic Studies》 2025年第4期123-129,共7页
The widespread application of new-generation information technologies has driven the continuous development of supply chain finance in terms of expanding the credit base,precise risk control,and diversifying financing... The widespread application of new-generation information technologies has driven the continuous development of supply chain finance in terms of expanding the credit base,precise risk control,and diversifying financing channels.In response to this trend,the government has successively introduced a number of policies aimed at regulating,guiding,and supporting the healthy and orderly operation of supply chain finance.These policies include improving public data open platforms,optimizing the regulatory system,strengthening risk governance,accelerating the construction of exchanges,improving the unified registration and information disclosure system,and introducing relevant supporting policies.To further promote the high-quality development of supply chain finance,it is necessary to continuously improve the risk-control system,ensure the stable operation of the financial market,enhance financial governance capabilities,adapt to dynamic market changes,and improve the information disclosure mechanism to provide institutional support for the construction of the data credit system. 展开更多
关键词 DIGITALIZATION supply chain finance DEVELOPMENT
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Analysis on How Digital Transformation Enhances Enterprise Supply Chain Resilience
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作者 Tianke Yang 《Proceedings of Business and Economic Studies》 2025年第6期121-126,共6页
In recent years,with the advent of the digital era,digital transformation has become a mainstream social trend.As a powerful driving force,digital transformation is profoundly changing the operation mode and managemen... In recent years,with the advent of the digital era,digital transformation has become a mainstream social trend.As a powerful driving force,digital transformation is profoundly changing the operation mode and management method of enterprise supply chains.Enterprises should seize this opportunity to continuously enhance supply chain resilience.Enhancing enterprise supply chain resilience based on digital transformation can not only improve the supply chain’s resistance and recovery capabilities,but also further enhance its innovation capability.This helps enterprises better respond to various unstable factors and provides protection for promoting the sustainable development of the supply chain.In this regard,this paper first expounds the multi-dimensional value of digital transformation in enhancing enterprise supply chain resilience,and then puts forward effective paths,aiming to provide certain reference for relevant researchers. 展开更多
关键词 Digital transformation ENTERPRISE supply chain RESILIENCE
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The Partial Centralization Decision for ClosedLoop Supply Chain Coordination with Trade-In Strategy
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作者 Mao Luo 《Proceedings of Business and Economic Studies》 2025年第6期61-67,共7页
To explore the impact of partial centralization on supply chain performance,this study constructs a two-period game model of a closed-loop supply chain involving a manufacturer and an online retail platform participat... To explore the impact of partial centralization on supply chain performance,this study constructs a two-period game model of a closed-loop supply chain involving a manufacturer and an online retail platform participating in the trade-in strategy.Through mathematical modeling and numerical simulation methods,the optimal decisions were analyzed under conditions where the manufacturer partially owns the retail platform’s partial equity.This study finds that partial centralization yields the highest profits,followed by full centralization,with decentralized decisions yielding the lowest profits.Moderate centralization enhances overall profits by optimizing incentive mechanisms,whereas excessive ownership concentration reduces the flexibility of the retail platform,leading to a decline in profits.Additionally,product durability and trade-in subsidy significantly influence supply chain profitability:high-durability products reduce renewal frequency,while trade-in subsidy effectively stimulates consumer demand and increase overall profits.This study provides theoretical support and practical guidance for companies implementing the trade-in strategy. 展开更多
关键词 Closed-loop supply chain COORDINATION Partial centralization TRADE-IN
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The Shifting Global Supply Chain Amid Tariff Turbulence
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作者 Wu Mengqi 《China's Foreign Trade》 2025年第2期20-22,共3页
The ongoing global tariff war,has left no country unscathed.China,in particular,has been significantly impacted,but it is far from alone in bearing the brunt of these trade tensions.
关键词 trade tensions tariff war China global supply chain
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Visual Analysis of Smart Supply Chain Based on CiteSpace
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作者 Lei Song Wenshuo Xiang 《Proceedings of Business and Economic Studies》 2025年第3期211-216,共6页
Under the trend of economic globalization,the importance of supply chains has gradually become prominent,especially with the transformation and upgrading of China’s industrial chains in recent years.Supply chain tran... Under the trend of economic globalization,the importance of supply chains has gradually become prominent,especially with the transformation and upgrading of China’s industrial chains in recent years.Supply chain transformation has emerged as a significant focus of current academic research,and the construction of smart supply chains represents an inevitable development trend.This paper utilizes 1,051 research articles on smart supply chains published in core journals on China National Knowledge Infrastructure(CNKI)from 2014 to 2024 as the data source.It analyzes the literature data using CiteSpace software,visually exploring and revealing the frontiers and hotspots of domestic research on smart supply chains.The data analysis reveals that academic research in this field is at a stage of steady and healthy development.Domestic research trends include the cooperative mechanisms of smart supply chains in manufacturing,the operational mechanisms of smart supply chains in agriculture,and systematic research on influencing factors of smart supply chains. 展开更多
关键词 BIBLIOMETRICS CITESPACE Smart supply chain Visual analysis
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Supply chain integrated merger and acquisitions(M&As)and firm energy performance
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作者 Fengxiang Zhao Bo Wang Mei Yu 《Chinese Journal of Population,Resources and Environment》 2025年第1期27-39,共13页
This paper examines the impact of upstream merger and acquisition(M&A)activities driven by supply chain integration motives on firm energy performance.By developing a microlevel theoretical framework,we examine th... This paper examines the impact of upstream merger and acquisition(M&A)activities driven by supply chain integration motives on firm energy performance.By developing a microlevel theoretical framework,we examine the intricate relationship between firms’upstream M&A strategies geared toward supply chain integration and their energy efficiency.We examine the impact of upstream M&A activities on energy performance using data from Chinese listed companies from 2007 to 2021.Our findings reveal that upstream M&A initiatives can enhance firms’energy efficiency,although there are discernible variations in the effects observed for M&A activities targeted downstream or within the same industry.By examining mechanisms,we elucidate the pivotal roles of input substitution effects and productivity enhancements through which upstream M&As boost energy performance.Furthermore,our analysis underscores the catalyzing impact of M&A activities in fostering collaborative innovation in green technologies among firms and suppliers,thus improving productivity and energy efficiency.We provide new microlevel evidence of the relationship between M&A transactions and corporate energy efficiency from upstream and downstream perspectives. 展开更多
关键词 supply chain integration Upstream M&As Energy performance
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A Case for Deepened Construction Supply Chain Management in South African State-Owned Enterprises
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作者 Fidelis A.Emuze 《Journal of Traffic and Transportation Engineering》 2025年第1期45-51,共7页
The purpose of this paper is to present the preliminary literature findings of a research project.The main project is set out to identify,analyse and report on performance requirements,mechanisms and actions required ... The purpose of this paper is to present the preliminary literature findings of a research project.The main project is set out to identify,analyse and report on performance requirements,mechanisms and actions required to address the performance of construction related small and medium size enterprises(SMEs)that are providing services for state owned enterprises(SOEs)in South Africa.The need for the project arose from the view that the absence of performance evaluation mechanism leads to the poor management of the performance of organisations involved in most SOE supply chain.This inevitably led to none creation of expected value in the system.Through a related literature study,the findings that have emerged so far suggest that it is notable that the SMEs related programmes in SOEs have not address performance and relationship management within their supply chain strategy in explicit terms as there is less or no means to record,measure and enhance SME contributions.These SMEs also recognise the fact that when their performances are poor and/or good,there is no difference and/or feedback mechanism to record it. 展开更多
关键词 CONSTRUCTION supply chain management South Africa
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Flow field characteristics in high-speed train cabin:Negative effect of non-vertical air supply
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作者 WU Song-bo LI Tian ZHANG Ji-ye 《Journal of Central South University》 2025年第8期3173-3186,共14页
Ventilation systems are critical for improving the cabin environment in high-speed trains,and their interest has increased significantly.However,whether air supply non-verticality deteriorates the cabin air environmen... Ventilation systems are critical for improving the cabin environment in high-speed trains,and their interest has increased significantly.However,whether air supply non-verticality deteriorates the cabin air environment,and the flow mechanism behind it and the degree of deterioration are not known.This study first analyzes the interaction between deflection angle and cabin flow field characteristics and ventilation performance.The results revealed that the interior temperature and pollutant concentration decreased slightly with increasing deflection angle,but resulted in significant deterioration of thermal comfort and air quality.This is evidenced by an increase in both draught rate and non-uniformity coefficient,an increase in the number of measurement points that do not satisfy the micro-wind speed and temperature difference requirements by about 5% and 15%,respectively,and an increase in longitudinal penetration of pollutants by a factor of about 5 and the appearance of locking regions at the ends of cabin.The results also show that changing the deflection pattern only affects the region of deterioration and does not essentially improve this deterioration.This study can provide reference and help for the ventilation design of high-speed trains. 展开更多
关键词 high-speed trains non-vertical air supply ventilation CFD simulation
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Environmental-Based Supply Chain Integration for the Development of Carrageenan Production Centers in Laikang Village Takalar Regency,South Sulawesi Province
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作者 Leffy Hermalena Melinda Noer +1 位作者 Novizar Nazir Rika Ampuh Hadiguna 《Journal of Environmental & Earth Sciences》 2025年第4期96-125,共30页
The rapidly growing seaweed farming contributes to food,feed,biofuel,and biochemicals,with Indonesia being the largest exporter of raw seaweed(53.35%)but low in carrageenan derivative products(4.49%).Sustainable farmi... The rapidly growing seaweed farming contributes to food,feed,biofuel,and biochemicals,with Indonesia being the largest exporter of raw seaweed(53.35%)but low in carrageenan derivative products(4.49%).Sustainable farming supports SDG 13 and SDG 14 through emission reduction,marine ecosystem conservation,and increased biodiversity.However,its supply chain faces challenges in raw material availability,such as fluctuating harvests,inconsistent quality,limited logistics infrastructure,and market price volatility.Therefore,good environmental management is needed to optimize raw materials in carrageenan production through resource efficiency,environmentally friendly products,environmental regulations,and market and stakeholder awareness.This study identifies factors in the environment-based supply chain that influence the development of carrageenan production centers and analyzes their ecological impacts using quantitative SEM analysis.SEM analysis reveals that resource efficiency,waste management,environmental regulations,and stakeholder awareness and commitment are the main influencing factors.shows significant factors including raw material efficiency,waste management,and environmental regulations.Environmentally based supply chain integration for the development of carrageenan production center areas can be done by;focusing on sustainability and minimal environmental impact,support for achieving SDG 12,13,and 14,strategies for sustainable raw material management,circular economy,sustainability certification,renewable energy and environmentally friendly technology,and stakeholder collaboration and awareness. 展开更多
关键词 SEAWEED CARRAGEENAN Environmental Sustainability supply Chain Production Center Area
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