Virtual Twins and Biomanufacturing: Optimized Resource Planning

The implementation of the Virtual Twins has given birth to an era of enhanced efficiency in biomanufacturing. One of the key areas where Virtual Twins have made a significant impact is resource planning. By creating digital replicas of pharmaceutical processes, products, and plants, manufacturers can optimize their planning activities and improve resource utilization across all sectors. 

Resource planning involves strategic allocation and management of resources such as raw materials, equipment, labor, and facilities to meet production goals effectively. In the past, resource planning in biomanufacturing often relied on manual processes and limited data availability. This led to inefficiencies, suboptimal resource allocation, and challenges in meeting demand fluctuations. However, with the advent of Virtual Twins, manufacturers can harness the power of advanced analytics, simulation, and optimization to streamline resource planning processes. 

Optimizing Resource Planning Through Virtual Twins in Various Sectors 

Within resource planning, multiple sectors can benefit immensely from the Virtual Twin: 

Sales & Operations Planning

This sector now has the power to predict future drug demand and optimize the supply chain based on this forecasted demand. By analyzing historical data, market trends, and customer insights, manufacturers can gain valuable insights into demand patterns. These insights, combined with the digital replica of their manufacturing processes and plants, enable manufacturers to simulate different scenarios and optimize production plans accordingly. This predictive capability streamlines the entire supply chain process, ensuring seamless operations and efficient resource utilization. 

Master Production Scheduling

In the past, the pharmaceutical industry has grappled with the tension of drug shortages. The Virtual Twin Experience streamlines and simplifies complex tactical planning decisions, thus reducing this tension significantly. By considering factors such as equipment availability, production capacity, and raw material availability, manufacturers can simulate and optimize the master production schedule. This optimization ensures that production plans are aligned with demand forecasts, minimizing the risk of drug shortages while optimizing resource utilization. 

Production Scheduling

Within production scheduling, the Virtual Twin provides integrated management of product and process-related constraints. Manufacturers can simulate and optimize production schedules based on factors such as equipment capabilities, production rates, and batch sizes. By considering these constraints, manufacturers can create optimized production schedules that minimize downtime, reduce changeover times, and maximize throughput. This allows for a smoother production process, minimizing the chance of hiccups or bottlenecks along the way. 

Quality Control

Quality control is a vital aspect of biomanufacturing, ensuring that products meet stringent quality standards. The Virtual Twin enables efficient and comprehensive management of resources and product-related constraints for detailed scheduling across labs. By simulating and optimizing quality control processes, manufacturers can ensure consistent quality output. This not only enhances product reliability but also reduces the risk of errors or deviations during manufacturing. 


Benefits of Virtual Twins for Resource Planning 

The benefits of resource planning with Virtual Twins are manifold: 

Improved Efficiency

By leveraging the power of Virtual Twins, manufacturers can monitor and optimize resource utilization in real-time. They can identify inefficiencies, bottlenecks, and underutilized resources and make data-driven decisions to improve overall efficiency and productivity. This optimization results in cost savings and shorter lead times. 

Enhanced Planning Accuracy

Virtual Twins enable manufacturers to simulate different scenarios and perform “What-if” analyses. This capability allows for better prediction of resource requirements, enabling more accurate planning and allocation of resources. Manufacturers can optimize production schedules, inventory levels, and procurement activities based on these simulations, leading to improved planning accuracy. 

Increased Flexibility

The Virtual Twin experience empowers manufacturers to adapt to changing demands or unforeseen circumstances more effectively. By simulating various scenarios and evaluating the impact on resource requirements, manufacturers can quickly adjust production plans. This flexibility ensures that production meets customer needs in a timely manner while optimizing resource utilization. 

Optimal Resource Allocation

Virtual Twins provide manufacturers with a holistic view of their resource availability and utilization across different plants and facilities. By analyzing data from the Virtual Twin, manufacturers can identify areas where resources are being underutilized or wasted. They can then optimize resource allocation to ensure that resources are allocated where they are most needed, minimizing waste and maximizing productivity. 

Cost Reduction

The optimization enabled by Virtual Twins not only improves efficiency but also leads to cost savings. By identifying and eliminating inefficiencies in resource planning and allocation, manufacturers can reduce costs associated with excess inventory, overtime labor, and underutilized equipment. These cost savings can be redirected towards research and development or other strategic initiatives. 

Risk Mitigation

Virtual Twins allows manufacturers to simulate and evaluate the impact of potential risks or disruptions on resource planning. By assessing the effects of various scenarios, such as equipment breakdowns or supply chain disruptions, manufacturers can proactively develop contingency plans to mitigate risks. This proactive approach helps in ensuring continuity of operations and minimizing the impact of unforeseen events. 

Collaboration and Communication

Virtual Twins provides a centralized platform for collaboration and communication among different stakeholders involved in resource planning. With access to a digital replica of the manufacturing processes and plants, stakeholders can collaborate more effectively, share real-time information, and make data-driven decisions. This improves communication, coordination, and alignment across different departments, resulting in more efficient and effective resource planning. 



In conclusion, the implementation of Virtual Twins has revolutionized resource planning in biomanufacturing. By creating digital replicas of pharmaceutical processes, products, and plants, manufacturers can optimize their planning activities and improve resource utilization across various sectors. The benefits of Virtual Twins in resource planning are extensive, including improved efficiency, enhanced planning accuracy, increased flexibility, optimal resource allocation, cost reduction, risk mitigation, and improved collaboration. As the life sciences sector continues to embrace digital transformation, Virtual Twins will play a pivotal role in optimizing resource planning and driving sustainable innovation in biomanufacturing. 


TriMech Enterprise Solutions Virtual Twin Technology on the 3DEXPERIENCE Platform 

By leveraging Virtual Twin technology on the 3DEXPERIENCE platform, you can instantly gather valuable insight into the real-world performance of products and processes to improve operational resiliency, reduce costs and gain a competitive advantage with cloud-based manufacturing solutions. Contact us to learn more.