Smart maintenance architecture – data-driven approach to smarter maintenance

Increasing levels of capability in predictive or smart maintenance does not necessarily remove the need for reactive/time-based maintenance. A blend of approaches can be beneficial and complementary. Investment will almost certainly be required to implement smart maintenance at any level and sponsors may decide to target its deployment only to specific assets/components/lines.  The benefits of smart maintenance may be measured in a range of ways, from better safety and increased capacity to reduced unplanned downtime and reduced time for preventive maintenance. 

 

This paper describes use cases and their technical answers for implementing predictive maintenance solutions in the biopharmaceutical manufacturing environment. It extends the foundational material in Smart maintenance: digital evolution for biopharma manufacturing to support biopharma manufacturing companies in their digital journey in two key areas: 

  1. Sharing best practices and industry’s collective data to build and use smart maintenance, which includes predictive models and analytics.
  2. Sharing architectural best practices and use cases to access and leverage data for smart maintenance.

These address the key challenges related to data identification, access, integration, advanced smart maintenance analytics, GMP environment, leveraging proprietary systems, cloud technology, etc. 

The use cases, together with the experiences of BioPhorum members, show that implementing smart maintenance at any level creates the potential for improving capacity, avoiding unplanned downtime, making cost savings, and increasing energy efficiency.  

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  • Create Date 24th January 2023
  • DOI https://doi.org/10.46220/2023IT001
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Cell & Gene Therapy

Maximizing the impact of the many advanced therapies under development requires that the industry comes together to improve understanding of how to develop, control and manufacture these life changing therapies.

We connect strategic thinkers in drug development and contract manufacturing organizations with the aim of ensuring harmonization and alignment around issues such as potency assays, phase-appropriate guidance for critical quality attributes, operator safety, regulatory guidelines, and C&GT-specific validation issues, as well as working toward resolving the current challenges to commercializing C&GT products. Discover more and learn about the outputs here.

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The ever-increasing need to reduce product development lead times and the opportunities to exploit innovative technologies in development are two key industry themes that remain at the forefront of our work. The Phorum successfully connects process development organizations and provides a space where subject matter experts can work on issues such as quality by design and process characterization, cell line technologies, and molecule selection. Read some of the outputs and discover how you could benefit by getting involved.

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Accelerating improvement, exploiting opportunities offered by innovation, and identifying best practice approaches across all aspects of the manufacturing process – these are the essential objectives

Data and digital capabilities are at the core of many of these industry challenges. Work in BioPhorum Drug Substance is informed by BioPhorum Technology Strategy, which has summarized our industry’s market drivers and trends. Capacity, flexibility, sustainability and pace all feature as requirements to succeed in a rapidly changing environment.

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IT and digital advances are crucial in responding to the pharmaceutical industry’s challenges around speed, cost, quality, flexibility, and sustainability. Unlocking and realizing the value in the industry’s IT opportunities is the core mission of the IT Phorum. 

The digital manufacturing facility of the future needs to consider technology advances alongside organizational perspectives while maintaining foundational security requirements. All elements must be considered in the long term to deliver systemic change toward the digital factory vision. Our members collaborate in a format that stimulates and supports industry innovation and implementation. 

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BioPhorum Regulatory CMC is affording professionals the opportunity to shape their own collaboration program focused on challenges and opportunities across strategy, science, operations, submissions and compliance. Following a discovery program of work with Heads of Regulatory CMC, in which we identified some key topics of collaboration, we are giving you the opportunity to participate and help us to shape the final collaboration program. This will focus on, filing and review, interactions with Health Authorities, and harmonization. Our mission is not just to discuss, but to deliver applicable outputs and publications that will have an impact – learn more about how you can get involved.

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The pharmaceutical outbound supply chain was built on a blockbuster model and doesn’t fit the needs of the changing pipeline and new modalities currently being developed. The geopolitical challenges of recent years have shown that the outbound supply chain needs to evolve to become more agile, and resilient, and address a more expectant end-user bying on patient-centricity. Industry collaboration can accelerate improvements and transform performance in a way not possible when working independently. This Phorum is founded on the belief that learning from each other and challenging current thinking to re-imagine the supply chain can reduce costs and increase efficiency.

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With a mission to define strategies to accelerate technology transformation and support the adoption of innovative technologies, BioPhorum Technology Strategy evolved from BioPhorum Technology Roadmapping, strives to realize the technology roadmap vision 2.0.

This is being achieved through a multi-stakeholder team of member companies with collective capability and influence who are committed to driving forth industry goals associated with: Speed to market, Quality, Value, Agility and On-Demand Supply and Sustainability.

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Introducing MediPhorum
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Introducing MediPhorum

The medical technology (MedTech) industry is a critical and complex sector. As highlighted during the Covid-19 pandemic, the MedTech industry provides a wide array of products and technologies that are vital to the safe and effective provision of care to many. Also, as seen over recent years, there is often the requirement for flexibility in supply, rapid development, and the introduction of new products to keep pace with global public health demands.

Advanced Wound Care and Wound Management

Advanced wound care (AWC) is the medical treatment for wounds that have not healed properly using conventional wound care products such as gauze, bandages, plasters, and wadding.

AWC involves treating chronic or complex wounds using products that are not as easily obtained over the counter. AWC can be divided into three main categories: wound healing, infection prevention, and restoration.

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Drug delivery products are therapeutic and diagnostic products combining drugs, devices, and/or biological products, which enable safer and more efficient treatment due to careful and precise drug targeting, local administration, and tailored treatment.

Introducing the new MediPhorum
MediPhorum by BioPhorum has been launched to bring together senior business leaders and subject matter experts across multiple MedTech... read more

Introducing the new MediPhorum
MediPhorum by BioPhorum has been launched to bring together senior business leaders and subject matter experts across multiple MedTech... read more

Introducing the new MediPhorum
MediPhorum by BioPhorum has been launched to bring together senior business leaders and subject matter experts across multiple MedTech... read more

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BioPhorum Deliverables Report
BioPhorum brings you the latest Deliverables Report, an informative and inspiring consolidation of the benchmarks, position papers, guidance documents, assessment tools, industry user requirements, study results, and roadmaps produced in the last twelve months.
Technology Strategy
Buffer stock blending system
Knowledge management
Technology adoption
Operations
Change notification
Closure playbook
Extractables and leachables
In-Line Monitoring and Real-Time Release
Raw materials
Regulatory Governance and External Partners
Single-use systems
Sterile Filtration QRM & PUPSIT
Information Technology
Digital integration of sponsor and contract organizations
Digital plant maturity model
IT for cell and gene therapies
Lab of the future
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