通过将数据转化为可操作的见解,充分利用数据的潜力, with Element’s machine learning and data science services. Discover how we can help you achieve enhanced safety, efficiency, and reliability in engineering, with a special focus on practical applications in design, manufacturing, and operations.
What is the Machine Learning and Data Science Service?
Our service combines scientific methods, algorithms, and systems, offered by a team with deep roots in engineering and physical sciences, to provide meaningful insights from data, facilitating informed decision-making. Through our machine learning services, we deliver actionable outcomes, enhancing applications in design, manufacturing, and operations.
机器学习和数据科学服务与im体育APP数字工程的好处
- Integrated Hardware Testing: Gain actionable insights, 与您的操作完美结合-我们的数据科学服务与您的硬件测试无缝集成.
- Expertise-Based Solutions: Grounded in physics and engineering, 我们提供直接适用的解决方案,并与现实世界的挑战高度相关.
- Tailored Support: We offer flexible support, customized to your technological and operational requirements, for peak efficiency and effectiveness.
- Predictive Maintenance via Advanced Models:通过我们先进的预测性维护模型,显著减少停机时间,提高您的连续性.
- Flexibility Across Software Platforms确保解决方案完全适合您的需求-我们的软件不可知方法涵盖商业和开源选项.
- Guidance for Digital Transformation: We are dedicated to aiding your digital transformation journey, 提供专家建议,充分利用技术实现您的业务目标.
Services we Offer for System Safety and Risk Analysis
我们的机器学习和数据科学服务可以优化安全协议,并通过先进的预测分析增强风险评估,从而主动保护您的运营.
Services we Offer for Operational Support and Maintenance
使用我们先进的预测性维护模型,改变您的运营支持和维护方法,增强决策并优化资源管理. Here’s how we support your operations:
![Carlos Les](/-/media/images/experts/carlos-le-640-x-480.png?h=480&w=640&la=en&hash=503282BA8EAFDADB73246D64192FA940)
![Richard Eyres](/-/media/images/experts/richard-eyres-640x480.png?h=480&w=640&la=en&hash=06EC1F6171D5F73A3E2CA0DC119F8DB8)
“对工程和物理的深刻理解通常会将表现不佳的模型转化为客户在实际应用中的成功解决方案.”
Carlos Les
Lead Data Scientist
Services and Capabilities
Our end-to-end service offering spans the full data lifecycle, tailored to empower every phase of your project:
- Business Problem Understanding: 从精确的问题表述和概念化开始,指导我们的数据驱动战略.
- Data Engineering: Includes orchestration for streamlined data flows, versatile storage solutions (SQL and non-SQL), and transformation for in-depth data analysis.
- Modelling: Features a broad spectrum of models from predictive and probabilistic, to deep learning and digital twins, optimized for both efficiency and accuracy across diverse scenarios.
- Evaluation: Our meticulous evaluation process encompasses design of experiments, uncertainty and sensitivity analysis, 以及稳健的验证技术,以确保可靠性和可操作的见解.
- Deployment: We deliver comprehensive deployment services, 从情报传递和详细报告到接口和自定义集成的开发,以实现无缝的操作采用.
Why Choose Element?
为您的数据科学和机器学习服务选择Element Digital Engineering意味着与领先者合作,将前沿数据科学和机器学习与实用的工程解决方案相结合,以显着提高您的运营效率, reliability, and success.
As a software-agnostic provider, we embrace both commercial and open-source platforms, ensuring our solutions are not confined to specific technologies.
我们将内部硬件测试与数字工程相结合的独特能力使我们与众不同, culminating in a distinctive data science service offering. 这种融合使我们能够提供跨越物理和数字领域的全面解决方案.
Learn more about Element or contact our expert team today to discuss your project.
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System & Process Safety Solutions
了解Element Digital Engineering先进的系统和过程安全解决方案如何帮助您的项目抵御风险并满足严格的合规标准.
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Modeling and Simulation
Element Digital Engineering的建模和仿真团队在全球设有四个办事处. Whether developing a new capability, solving a new challenge or needing support to existing capabilities, contact us to discuss how we can support you.