During the financial crisis of 2009, the United States’ largest automobile manufacturer, General Motors, filed for bankruptcy. According to the Harvard Business Review, the reasons gives included making cars no one wanted, slowness to innovate, and the inability to adjust to changing markets. Today, a pandemic-inspired crisis led to and is still leading to bankruptcies as manufacturers struggle to deal with a changing market. The challenges include a changing global supply chain, government regulations, fluctuating demand, and the need for accountability. But unlike the heady days of the 2009 crisis, advanced digital transformation solutions exist with the capacity to assist manufacturers with future-proof manufacturing operations from disruptions.
Digital transformation refers to the integration of digital technologies within manufacturing facilities to optimize how it operates and delivers value-added services to customers. The digital transformation of the factory floor also involves the application of technology solutions to capture data and aggregate data to support operational strategies.
For example, capturing machine utilization data and analyzing these data sets alongside maintenance records form the foundation for developing predictive maintenance strategies. The digital transformation of the factory floor is made possible by the implementation of hardware and software solutions to create an interconnected factory.
The interconnected factory where data transfer occurs seamlessly is a tenet of Industry 4.0. Interconnectivity powers the cyber-physical systems needed to automate industrial processes and gain data-driven insight. Digital transformation technologies also enable manufacturers to peer into the future with high levels of accuracy. In turn, the ability to predict future disruptions allow manufacturers to develop plans that take into consideration these disruptions.
The major factors disrupting manufacturing operations still revolve around the pandemic as second and third waves sweep through different countries. These disruptive factors and the traditional processes they disrupt include:
Digital transformation provides manufacturers with diverse technology solutions to mitigate the challenges caused by the aforementioned disruptive forces. The pandemic accelerated the adoption of work from home initiatives which also apply in a hands-on industry like manufacturing.
For example, the implementation of industrial IoT devices makes it possible to remotely monitor manufacturing operations and reduce shop floor traffic. The digital twin, a virtual representation of physical operations, can be deployed to track manufacturing operations in real-time through data transfers to and from the factory floor. These digital transformation technologies are at the forefront of supporting the post-pandemic work-from-home culture in the manufacturing industry.
IIoT devices and edge devices are capable of acting as sensors that track machine emission to inform operators about emission rates. The captured emission data is then used to enforce emission regulations set by governmental departments within the factory floor. IIoT and edge devices can track and capture historical supply chain data which can be deployed to evaluate new supply chain routes.
To deal with supply chain challenges, simulation modeling software utilize the data IoT devices capture to evaluate the impact of new supply routes on delivery timelines and new supply chain routes. Simulation modeling applications help manufacturers answer complex ‘what-if’ questions regarding capacity planning, schedule optimization, and resource allocation.
Utilizing simulation modeling to develop flexible manufacturing strategies can assist manufacturers with dealing with market changes that can disrupt production. For example, risk-based scheduling ensures a manufacturer can develop optimized schedules to respond to disruptions in real-time. Thus, the effects of fluctuating demand or unplanned downtime can be mitigated.
Advancements in digital transformation technology provide manufacturers with the tools to develop sustainable strategies to deal with tomorrow’s challenges. These technologies enable manufacturers to anticipate future challenges and develop optimized plans to deal with them.