Maximize Asset Performance
Optimize In-service Fleet Availability with Data-driven Feedback Loops and Machine Learning
The Difficulty of Keeping Assets In-Service
Companies in diverse industries depend on the reliability and availability of their equipment to foster their customers’ satisfaction and ensure continuity of their business operations. Despite the abundance of data, leveraging knowledge and know-how is complex without an integrated common referential-based solution to aggregate information and avoid silos across the enterprise. The lack of real-time visibility and anticipation results in unplanned downtimes and unnecessary costs, impacting business performance.
Closing the Loop with Advanced Maintenance Strategies
A holistic and predictive vision linking data, decisions and operations is crucial to efficiently plan maintenance actions within organizations. NETVIBES Customer Experience solution, integrated into Industry Solutions Experiences, provide a unique and exhaustive 360° view of a company’s fleet, improving asset maintenance and reliability and supply chain availability, while reducing mean time to recovery. Leverage the unique power of the Virtual Twin Experience on the 3DEXPERIENCE platform, combining scientific modeling and simulation with artificial intelligence technologies while boosting collaboration to support decision-making processes.
Key Benefits
Enhanced Reliability
Use predictive & preventive maintenance solutions to understand asset behavior, anticipate future failures and improve Product Lifecycle Management
Reduced Downtimes
Perform investigations to detect the root-causes and implement adequate solutions, leveraging experience from past situations and available reports
Improved Supply Chain
Anticipate potential part supply network disruptions to ensure availability at the right time and place
Addressing the Business Challenges of Multiple Industries
Aerospace & Defense
The Maintenance, Repair and Overhaul (MRO) sector is in a period of robust expansion, as it is a significant source of potential business growth for aircraft manufacturers, defense forces, airline operators and organizations focused on refurbishment and aftermarket services. Because global aircraft demand is projected to increase, improving fleet availability is crucial.
Keep Them Operating, the dedicated Industry Solution Experience, can help your company increase its fleet availability.
Industrial Equipment
In a context of compounded competition and new business models, after-sales services are key contributors to profitability.
For Industrial Equipment manufacturers, the ability to monitor and track all operational equipment in the field is critical to see how it will perform throughout the lifecycle. For Field Services organizations, the opportunity to get a real-time, aggregated and reliable status overview of the whole fleet is key to streamline maintenance costs.
Keep Them Running, the dedicated Industry Solution Experience, can help your company increase its fleet availability.
Infrastructure, Energy & Materials
This industry is facing many challenges, having to manage complex and sometimes aging assets while needing to comply with regulations in a context of supply chain disruptions, cybersecurity risks and skills shortages. These challenges, in addition to increasing sustainability requirements, can impact companies’ ability to maintain their assets while ensuring safety and reliability of operations.
Capital Facilities Information Excellence, the dedicated Industry Solution Experience, can help your company increase the availability of its facilities.
Customer Case Studies
Learn how leading companies are using NETVIBES data science solutions to optimize in-service asset performance.
Key Capabilities for Advanced Maintenance Management
- Virtual Twin Experience: Help companies to create and visualize virtual twins of products, processes, and operations, using the power of science-based modeling and simulation, data science and collaboration, enabling a closed-loop connection between the virtual and real worlds.
- Artificial Intelligence-Powered Maintenance Strategies: Detect weak signals and predict Remaining Useful Lifetime (RUL) by using artificial intelligence (AI) and machine learning (ML). Analyze similarities and find correlations between events thanks to Large Language Models (LLM) and Retrieval Augmented Generation (RAG). Enrich ontologies with generative AI and LLM.
- One Platform, Endless Possibilities: The uniqueness of a business and innovation cloud-based platform provides organizations with a holistic, real-time vision of their business activity and ecosystem. Connecting people, ideas and data in a single collaborative environment, the 3DEXPERIENCE platform empowers businesses to innovate, produce and trade in new ways.
Start Your Journey
The world of Asset Maintenance Management is changing. Discover how to stay a step ahead with NETVIBES.
Assets Maintenance Management FAQs
Leverage data and AI technology to extract contextualized insights projected in a common referential enhancing cross-discipline collaboration.
Dassault Systèmes’ dedicated Industry Solution Experiences, Keep Them Operating (for A&D), Keep them Running (for IE) and Capital Facilities Information Excellence (for IE&M) aim at maximizing fleet availability.
Virtual Twin Experience powered by NETVIBES data science solutions on the 3DEXPERIENCE platform is enabling companies to improve asset reliability and supply chain availability, while reducing mean time to recovery.
For user operating or servicing the asset, the availability is the probability that the asset will operate satisfactorily at a given point in time when used under stated conditions in an ideal support environment. Therefore, minimizing downtimes is crucial to achieve this availability.
NETVIBES solutions support organizations to reduce:
- Mean Time Between Failure (MTBF)
- Mean Time To Recovery (MTTR)
- Mean Time Between Unplanned Removal (MTBUR).
Existing solutions are typically disconnected, not synchronized, and structured in "silos", which requires service engineering and maintenance personnel to spend large amount of time searching for data and second-guessing whether it is accurate.
The 3DEXPERIENCE platform gathers, aligns and enriches digital data continuity (whether internal or external, structured or unstructured, simple or complex) to deliver that information contextualized to the user activity.
Dassault Systèmes offers to companies a competitive advantage by improving business processes, optimizing parts availability, and anticipating potential issues.
For the Aerospace & Defense industry, a single flight generates a gigantic amount of data, available in various formats. What can you do with all these data? To understand the history of an aircraft, big data analytics give you leverageable insights from the aircraft operations to provide fast support to manage your fleet.
The 3DEXPERIENCE platform provides your organization a single place for customer service with a consolidated access to all relevant data, real-time AI-driven customer service actions and best practices for resolution as well as cross-organization collaboration enabling continuous fleet optimization.
By using digital data continuity and business analytics to gain real-time visibility of potential maintenance, repair, and overhaul (MRO) issues that may be solved with enhanced collaboration among all the players across the globe, your company keeps aircraft in the air instead of waiting on the ground for repairs.
Discover how Keep Them Operating, the dedicated Industry Solution Experience, can help your company increase its fleet availability.
For the Industrial Equipment industry, the globalization and customization demands push companies to produce faster with more reliability and flexibility. Enhancing fleet operations becomes a prerequisite to be competitive on the market.
On one hand, machine manufacturers need to enhance equipment performance, develop after-sales activities and expand knowledge of equipment in usage for continuous improvement. On another hand, industrial end-users need to control product quality and predict breakdowns in order to avoid productivity loses consequently to unplanned downtimes. All these challenges are resulting in the necessity of equipment efficiency solutions implementation.
The 3DEXPERIENCE platform provides your organization a single place for customer service with a consolidated access to all relevant data, real-time AI-driven customer service actions and best practices for resolution as well as cross-organization collaboration enabling continuous fleet optimization.
Combining the power of 3D model-based technology with recent improvements in AI and big data analytics, the virtual twin offers astonishing capabilities to manage an installed base and monitor equipment performance & health.
Discover how Keep Them Running, the dedicated Industry Solution Experience, can help your company increase its fleet availability.
Here are several types of asset maintenance strategies: Reactive, Preventive, Condition-Based Maintenance (CBM), Predictive, Reliability-Centered Maintenance (RCM) and Total Productive Maintenance (TPM).
- Reactive Maintenance: Addressing issues only when they arise, often resulting in higher costs due to unplanned downtime and emergency repairs.
- Preventive Maintenance: Scheduled maintenance tasks performed regularly to prevent breakdowns and extend asset lifespan.
- Condition-Based Maintenance (CBM): Monitoring asset condition in real-time to determine maintenance needs, allowing for proactive interventions when signs of degradation are detected.
- Predictive Maintenance: Using data and analytics to predict when maintenance is needed based on asset condition, reducing downtime and optimizing maintenance schedules.
- Reliability-Centered Maintenance (RCM): Identifying critical assets and developing maintenance strategies tailored to their reliability requirements to maximize uptime and performance.
- Total Productive Maintenance (TPM): Involving all stakeholders to maintain and improve equipment reliability, productivity, and efficiency through proactive maintenance practices.
Prescriptive maintenance is about:
- Monitoring key metrics to detect behavior indicating potential upcoming failures,
- Analyzing the correlation between the metrics to identify root cause for abnormal behavior,
- Making specific recommendations to reduce the risk of failure.
Here are the main differences between preventive maintenance and predictive maintenance:
- Preventive maintenance is a proactive way to keep assets in good order by scheduling tasks (inspections, repairs, replacements) at specific intervals or dates.
- Predictive maintenance is aiming to monitor assets in the real-time condition to anticipate when the asset will require maintenance, and thus avoid failure.
Both are opposed to reactive (or corrective) maintenance which is performed when the equipment has already broken down.
Here are five core components commonly associated with asset maintenance management: Asset Inventory and Classification, Asset Tracking and Monitoring, Maintenance and Lifecycle Management, Risk Management and Compliance, Financial Management.
- Asset Inventory and Classification: This involves identifying and cataloging all assets owned by an organization. It includes creating a comprehensive inventory of assets and classifying them based on various criteria such as type, value, criticality, and location.
- Asset Tracking and Monitoring: This component focuses on tracking the movement, usage, and condition of assets in real-time. It may involve deploying technologies such as RFID tags, GPS tracking, or sensors to monitor asset location, status, and performance.
- Maintenance and Lifecycle Management: This component involves managing the maintenance activities and lifecycle of assets to ensure optimal performance and longevity. It includes developing maintenance schedules, conducting inspections, performing repairs and replacements, and planning for asset retirement or disposal.
- Risk Management and Compliance: Asset maintenance management also involves assessing and mitigating risks associated with asset ownership and operation. This includes identifying potential risks such as safety hazards, regulatory non-compliance, and financial losses, and implementing measures to address them.
- Financial Management: This component focuses on managing the financial aspects of asset ownership and operation. It includes budgeting for asset acquisition, depreciation accounting, calculating total cost of ownership, and optimizing asset utilization to maximize return on investment.
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