<p style="text-align: justify;"><span data-contrast="none">Industrial companies are looking towards AI to improve various aspects of their plant operations, such as:</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><ul style="text-align: justify;"><li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{"335552541":1,"335559683":0,"335559684":-2,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"","469777815":"hybridMultilevel"}" aria-setsize="-1" data-aria-posinset="1" data-aria-level="1"><span data-contrast="none">Reduce downtime</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></li><li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{"335552541":1,"335559683":0,"335559684":-2,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"","469777815":"hybridMultilevel"}" aria-setsize="-1" data-aria-posinset="2" data-aria-level="1"><span data-contrast="none">Schedule maintenance</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></li><li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{"335552541":1,"335559683":0,"335559684":-2,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"","469777815":"hybridMultilevel"}" aria-setsize="-1" data-aria-posinset="3" data-aria-level="1"><span data-contrast="none">Improve product quality </span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></li></ul><p style="text-align: justify;"> </p><p style="text-align: justify;"><span data-contrast="none">However, achieving these operational impacts from AI is challenging. </span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><p style="text-align: justify;"> </p><h2 style="text-align: justify;"><span style="font-size: 14pt;">Methods to Integrate Big Data in Plant Operations </span></h2><p style="text-align: justify;"><strong>Organizing the Big Data </strong></p><p style="text-align: justify;"><span data-contrast="none">Companies will have to engineer their big data to include knowledge of various operations such as mass balance or thermodynamic relationships. </span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><p style="text-align: justify;"><strong>Formation of Cross-functional Data-science Teams </strong></p><p style="text-align: justify;"><span data-contrast="none">They will also need to form cross-functional data science teams that include employees who are capable of bridging the gap between machine learning approaches and process knowledge. </span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><p style="text-align: justify;"> </p><p style="text-align: justify;"><span data-contrast="none">A true <a href="https://www.mckinsey.com/industries/metals-and-mining/our-insights/adopting-a-smart-data-mindset-in-a-world-of-big-data" target="_blank" rel="noopener">transformation</a> can be achieved once these elements are combined with an agile way of working that advocates iterative improvement and a bias to implement findings.</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><p style="text-align: justify;"> <br /><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><p style="text-align: justify;"><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><p style="text-align: justify;"> </p><p style="text-align: justify;"><span style="font-size: 10pt;"><em>This article was contributed by our expert <a href="https://www.linkedin.com/in/manoj-k-jha-2783582/" target="_blank" rel="noopener">Manoj K Jha</a></em></span><br /> </p><p style="text-align: justify;"> </p><h3 style="text-align: justify;"><span style="font-size: 18pt;">Frequently Asked Questions Answered by Manoj K Jha</span></h3><p style="text-align: justify;"> </p><h2 style="text-align: justify;"><span style="font-size: 12pt;">1. How can industrial companies leverage big data to optimize their supply chain management and reduce costs?</span></h2><p style="text-align: justify;"><span data-contrast="none">Overall, Big data has a transformative impact on Supply Chain Management by providing organizations with the ability to analyze vast and diverse datasets to gain valuable insights. </span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><p style="text-align: justify;"><span data-contrast="none">The stages of Big Data in Supply Chain Management include:</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><ul style="text-align: justify;"><li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{"335552541":1,"335559683":0,"335559684":-2,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"","469777815":"hybridMultilevel"}" aria-setsize="-1" data-aria-posinset="4" data-aria-level="1"><span data-contrast="none">Planning</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></li><li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{"335552541":1,"335559683":0,"335559684":-2,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"","469777815":"hybridMultilevel"}" aria-setsize="-1" data-aria-posinset="5" data-aria-level="1"><span data-contrast="none">Provisioning</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></li><li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{"335552541":1,"335559683":0,"335559684":-2,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"","469777815":"hybridMultilevel"}" aria-setsize="-1" data-aria-posinset="6" data-aria-level="1"><span data-contrast="none">Performance</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></li><li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{"335552541":1,"335559683":0,"335559684":-2,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"","469777815":"hybridMultilevel"}" aria-setsize="-1" data-aria-posinset="7" data-aria-level="1"><span data-contrast="none">Delivery</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></li><li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{"335552541":1,"335559683":0,"335559684":-2,"335559685":720,"335559991":360,"469769226":"Symbol","469769242":[8226],"469777803":"left","469777804":"","469777815":"hybridMultilevel"}" aria-setsize="-1" data-aria-posinset="8" data-aria-level="1"><span data-contrast="none">Inverse logistics</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></li></ul><p style="text-align: justify;"><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><p style="text-align: justify;"><span data-contrast="none">Through Big Data analytics, organizations can improve supplier management, optimize inventory levels, enhance supply chain visibility, improve the customer experience, and proactively manage risks. </span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><p style="text-align: justify;"><span data-contrast="none">By leveraging the power of Big Data, businesses can make data-driven decisions, improve operational efficiency, reduce costs, and ultimately gain a competitive advantage in the market.</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":0,"335551620":0,"335559738":0,"335559739":0,"335559740":259}"> </span></p><p style="text-align: justify;"> </p><p style="text-align: justify;"> </p><p style="text-align: justify;"> </p><p style="text-align: justify;"> </p><p style="text-align: justify;"> </p><p style="text-align: justify;"> </p>
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