通过将数据转化为可操作的见解,充分利用数据的潜力, with im体育APP’s machine learning and data science services. Discover how we can help you achieve enhanced safety, 效率, and 可靠性 in engineering, with a special focus on practical applications in design, 制造业, 和操作. 

 

What is the 机器学习 and 数据科学 Service?

Our service combines scientific methods, 算法, 和系统, 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, 制造业, 和操作. 

 

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 测试: 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.
  • 定制的支持: We offer flexible support, customized to your technological and operational requirements, for peak 效率 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 系统 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.

Predictive Analytics for Safety

利用我们的服务,利用历史数据和预测建模来主动识别和降低未来的安全风险,从而提高作业安全性. 我们实时应用预测分析,不仅可以减少潜在危险,还可以支持预防措施, significantly boosting safety and 效率. 我们的方法进一步将模拟和建模与数据驱动的见解相结合,以有效应对复杂的安全挑战. 

机器学习 in Risk Assessment

通过我们的机器学习服务,重振您传统的风险评估方法, which deliver deeper insights and superior predictive capabilities. This innovation transforms safety practices, ensuring your decisions are informed, future-ready, and refine safety measures and operational risk strategies. 

Maintenance Scheduling and Resource Optimization

我们的数据科学服务将先进的调度工具与分析相结合,可优化您的维护计划和资源分配. 这种方法确保了维护活动是及时的,并且造成最小的中断, 提高运营效率,有效利用人员和设备. Our strategies are supported by robust data insights, driving better operational outcomes and achieving cost savings. 

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: 

Predictive Maintenance

在没有机器学习模型的情况下,支持减少停机时间和维护操作流程的维护操作. 通过与硬件测试的集成,我们的预测性维护能力得到了增强, 确保准确的预测和最大化您的投资价值. 

Data-Driven Decision Making

从传统的基于时间表的维护转变为战略性的、基于数据的计划. Our application of data analytics refines maintenance decisions, making operations more efficient and cost-effective.

Maintenance Scheduling and Resource Optimization

Our advanced scheduling tools, combined with analytics, 确保维护时间精确,资源得到最佳分配, minimizing disruption, and enhancing operational 效率.
 
卡洛斯•莱斯

卡洛斯•莱斯

首席数据科学家 at im体育APP 数字工程 im体育官方app下载 about Carlos
理查德·艾利斯

理查德·艾利斯

Engineering Consultant at im体育APP Read more about Richard

“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.”

卡洛斯•莱斯

首席数据科学家

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.
  • 数据工程: Includes orchestration for streamlined data flows, versatile storage solutions (SQL and non-SQL), and transformation for in-depth data analysis.
  • 造型: Features a broad spectrum of models from predictive and probabilistic, to deep learning and digital twins, optimized for both 效率 and accuracy across diverse scenarios.
  • 评价: 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.
  • 部署: 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.

 

为什么选择im体育APP?

为您的数据科学和机器学习服务选择im体育APP 数字工程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, 可靠性, 和成功. 

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 im体育APP or contact our expert team today to discuss your project. 

你们的机器学习服务如何促进数字化转型?

我们的服务通过提供专家指导和支持,助力数字化转型, 利用数据获取洞察力,推动运营效率和成功. 我们提供可操作的情报,使企业能够做出明智的决策, fostering growth and innovation in their digital journey.

Can your data science solutions be tailored to specific industry needs?

Our data science and machine learning solutions are highly customizable, designed to meet the unique requirements of various industries, im体育平台app下载, 和项目. 通过将我们在物理和工程方面的深厚专业知识与先进的分析技术相结合, we ensure our solutions are both practical and impactful.

How does your data science service integrate with existing systems?

我们的数据科学服务旨在与现有系统无缝集成, ensuring smooth adoption and minimal disruption. 我们定制我们的解决方案,以配合您当前的基础设施, enhancing capabilities without the need for extensive system overhauls.

机器学习: Bayesian Inference

在计算视觉计算中,贝叶斯推理是一种根据观测数据更新模型假设的方法.

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数据科学:核工业和工程工业的当代实践

阅读我们的白皮书,了解当代数字技术是如何由分析等实践支撑的, which are underpinned in-turn by 数据科学.

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相关服务

执行系统和过程安全工程的女性工程师

系统 & Process Safety Solutions

了解im体育APP 数字工程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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建模 and 模拟

im体育APP 数字工程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.

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我们的团队超过9人,000 从事专家 in North America, 欧洲, 中东地区, 澳大利亚, Asia and Africa are ready to help you.