DeepSeek, when AI technology meets the floor material revolution
PVC coil flooring: the top ten pain points and challenges of the industry
PVC coil flooring has become a popular choice for medical, educational and commercial spaces in recent years due to its fireproof, wear-resistant and easy-to-clean characteristics. However, as a traditional model of development, the industry is now facing many challenges, mainly reflected in the following aspects.
1. Fluctuation of raw material prices
PVC resin price instability: Affected by crude oil prices and supply and demand, PVC resin prices fluctuate greatly, increasing the uncertainty of production costs.
Rising plasticizer costs: Stricter environmental regulations have led to rising prices of environmentally friendly plasticizers, further pushing up production costs.
2. Environmental pressure
Stricter environmental regulations: The country's restrictions on VOCs emissions and waste treatment are becoming increasingly stringent, and companies need to invest more funds for environmental protection transformation. Increased demand for environmentally friendly materials: The market demand for environmentally friendly PVC coils has increased, and companies need to increase R&D investment.
3. Fierce market competition
Price war: Fierce competition in the industry, companies often adopt low-price strategies to compete for market share and compress profit margins.
Serious homogeneity: Product homogeneity is common, and companies need to improve their competitiveness through technological innovation and brand building.
4. Technical challenges
Fast technological updates: Industry technology is developing rapidly, and companies need to continue to invest in research and development to maintain their competitiveness.
Complex production process: PVC coil production involves multiple links, complex processes, and difficult quality control.
5. Changes in market demand
Changes in consumer preferences: Consumers' demand for environmental protection and product performance has increased, and companies need to adjust their product structure
Real estate market fluctuations: PVC coils are mainly used for building decoration, and real estate market fluctuations directly affect demand.
How to solve these challenges?
Can the advent of the era of artificial intelligence (AI) bring change and hope to the industry?
AI empowers production intelligence:
From "experience-driven" to "data intelligence"
1. Formula optimization system
By analyzing massive raw material data and performance indicators, the AI algorithm can automatically produce the optimal formula combination, reducing raw material costs by 10%-15%: In addition, with the help of AI to analyze production data, optimize production process parameters (such as temperature, pressure, speed, etc.), and improve production efficiency and yield rate. At the same time, it can also improve the product's physical properties such as pressure resistance and wear resistance.
2. Intelligent energy consumption management
Use sensors and Internet of Things (IoT) technology to monitor the status of production equipment in real time, predict equipment failures and perform preventive maintenance. In addition, the energy consumption data of the production line is monitored in real time, and AI dynamically adjusts the equipment operating parameters to reduce energy waste. Through intelligent technical transformation, the unit energy consumption can be reduced by 5%-8%. Using this technology, VOCs emissions during the production process can also be monitored in real time to ensure compliance with environmental protection standards.
