Converging Big Data with Plant Artificial Intelligence
Synaptic Business Automation enables operational excellence by connecting all systems in an organization and integrating business and domain knowledge using digital automation, finds Frost & Sullivan
Frost & Sullivan finds that less than 5% of a plant’s generated data is used. The primary reasons for this gap are improper data management strategy, limited application expertise, missing data, and a sheer lack of resource availability. As customers realize the benefits of co-relating different types of data using combinational analytics, they can achieve new outcomes. This will encourage process industries to significantly increase their digital spending. Already, more than 50% of customers claim they will invest two times more in analytics over the next two to three years.
Frost & Sullivan’s unique thought leadership paper, Yokogawa’s Synaptic Business AutomationTM —Converging Intelligent Sensing with Plant AI, will assist you in unpacking the value levers of digital transformation, understanding the power of melding sensing with plant artificial intelligence (AI), and evaluating high-potential application areas.
“The blurring of traditional automation boundaries is steering the development of innovative business models. Edge computing platforms are resulting in democratization of analytics and near-real-time interfaces with sensing systems,” said Muthuraman “Ram” Ramasamy, Automation & IIoT Industry Director at Frost & Sullivan. “The industry understands the imperatives of digital, but the challenge resides in the ‘how’ of digital. This will require customers to partner with accomplished domain experts who can not only help structure a digital roadmap but also have strong AI application capabilities over plant data and comprehensive expertise over a manufacturing value chain.”
Yokogawa delivers solutions that support improved productivity across the plant life cycle, from the management level to the operations level. Its industrial automation (IA) business concept, Synaptic Business Automation, leverages the company’s business and domain knowledge to drive sustainable value creation by blending intelligent sensing and advanced analytics. The shift from sensing to sensemaking allows customers to realize a closed loop from data extraction to value creation, fully utilizing the gathered high-fidelity plant data. Yokogawa’s practical approach of Observe, Orient, Decide and Act (OODA) improves customers’ outcomes from data that is captured from the plant.
Currently, more than 90% of plant data contains noise, which obscures patterns that could otherwise be discovered in the raw data. However, analyzing these large volumes of raw data is not cost-effective and, alone, does not provide new information. A clear understanding of the plant can emerge only by focusing on the most relevant data and understanding plant processes. This can be achieved by:
- Understanding the principles of physics and the AI algorithm to interpret the data and reveal the plant’s problems.
- Synaptically synthesizing diverse elements such as people, systems, data, services and supply chains.
- Nurturing a relationship between OT, IT, business, and domain knowledge to achieve true digital transformation.
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Upcoming Events
MGBF founding chairman Nordin Abdullah and UMW Toyota president Datuk Ravindran K. will delve into the convergence of automotive innovation and environmental sustainability in Penang, Sarawak, Johor and Pahang.
Hosted by menumiz™ – an end-to-end restaurant management system – this roundtable will feature a case study presentation and a panel session to discuss the latest digital trends, challenges, and opportunities within the food and beverage sector.
In this episode of 'A Working Lunch with Nordin', MGBF's founding chairman, Nordin Abdullah, will host this discussion focusing on the biggest threats and opportunities for businesses as we look to manage change in the South China Sea.
This MGBF Roundtable will focus on regional food security issues and trends in the regional supply chain, and trade regulations and policies, including a new geopolitical tool i.e., weaponisation of supply chains.
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