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基于大数据分析和DeepSeek的水务行业采购成本控制探究

Exploration on Procurement Cost Control in the Water Industry Based on Big Data Analysis and DeepSeek
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摘要 【目的】在深化国企改革和推动高质量发展的政策背景下,水务企业作为关系国计民生的基础服务行业,面临三重成本控制压力并需要破局:保障民生服务的社会责任、政府严格的成本控制要求、企业自身可持续发展的需求。【方法】该研究聚焦水务行业物资采购的特殊性,探讨了DeepSeek智能分析系统在国有企业采购成本控制难题中的应用价值。【结果】在专业设备耗材、精密仪器配件等物资采购领域,水务企业普遍面临信息不对称和传统价格排摸模式效能瓶颈等挑战。通过引入DeepSeek系统,对多种实验室备品耗材进行品类分类、市场比价分析及潜在供应商挖掘,建立了科学的价格下浮参考体系和采购策略执行方案。【结论】实证结果表明,该方法使中标折扣率较上一轮合同综合单价实现了23.78%的下浮,有效降低了采购成本。研究为国有企业采购数字化转型提供了可借鉴的实践路径。 [Objective]Under the policy background of deepening the reform of state-owned enterprises and promoting high-quality development,water enterprises,as a basic service industry related to the national economy and people's livelihood,are facing triple cost control pressure and need to break through:the social responsibility of safeguarding people's livelihood services,the government's stringent cost control requirements,and the needs of the enterprise's own sustainable development.[Methods]This study focused on the special characteristics of material procurement in the water industry,and explored the application value of DeepSeek intelligent analysis system in the procurement cost control challenges of state-owned enterprises.[Results]In the field of procurement of professional equipment consumables,precision instrument parts and other materials,water enterprises generally faced the challenges of information asymmetry and bottlenecks in the effectiveness of the traditional price ranking model.Through the introduction of DeepSeek system,a variety of laboratory spare parts and consumables category classification,market price analysis and potential supplier mining,the establishment of a scientific price reference system and procurement strategy implementation program.[Conclusion]The empirical result show that the method enables the winning discount rate to realize a 23.78%downward fluctuation compared with the comprehensive unit price of the previous round of contracts,which effectively reduces the procurement cost.This study provides a practical path that can be learned from for the digital transformation of procurement in state-owned enterprises.
作者 沈忆锋 SHEN Yifeng(Shanghai Chengtou Water<Group>Co.,Ltd.,Shanghai 200082,China)
出处 《净水技术》 2025年第8期I0005-I0009,共5页 Water Purification Technology
关键词 水务行业 DeepSeek 价格排摸 成本控制 大数据分析 water industry DeepSeek price mapping cost control big data analytics
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