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Harnessing AI and data analytics can make clean energy more viable

IBM Journey to AI blog

As a result, the electric power industry is hastening efforts to reduce environmental impact. Companies that harness AI and data analytics can also make clean energy more viable overall by increasing their cost competitiveness over legacy energy sources. The latter can also help drive efficiency by lowering end-user energy use.

Analytics 100
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Renewable energy trends and developments powering a cleaner future

IBM Journey to AI blog

In a warming world, the transition from fossil fuels to renewable energy is heating up. Global capacity for renewable power generation is expanding more quickly than at any time in the last thirty years, according to the International Energy Agency (IEA). And by 2028, 68 countries will boast renewables as their main source of power.

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Optimize equipment performance with historical data, Ray, and Amazon SageMaker

AWS Machine Learning Blog

Efficient control policies enable industrial companies to increase their profitability by maximizing productivity while reducing unscheduled downtime and energy consumption. The algorithm trained in this blog post is called “ Conservative Q Learning ” (CQL). The following diagram describes the architecture used in this workflow.

AWS 93
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IBM and Microsoft partnership accelerates sustainable cloud modernization

IBM Journey to AI blog

A global fast-moving consumer goods (FMCG) enterprise needed to modernize its product portfolio, focusing on high-growth categories like pet care, coffee and consumer health. The need to digitally transform touches every organization, in every industry.

Azure 79
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Climate change examples

IBM Journey to AI blog

degrees Celsius warmer than pre-industrial levels. Damage to infrastructure: Wildfires, powerful storms and flooding can damage energy grids , leading to power outages, as well as transportation networks, hindering people’s ability to access services and goods to meet their daily needs.

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FDA FSMA: Providing value beyond compliance

IBM Journey to AI blog

The supply chain plays a pivotal role in delivering goods and services to both businesses and consumers, serving as the connective thread between industries, nations, communities and all components of the value chain. This list includes 16 wide categories, such as all soft cheeses, nut butters, crustaceans, leafy greens and fresh-cut fruits.

Analytics 113
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Application modernization overview

IBM Journey to AI blog

applying this to applications in the scope of a modernization program—for a given industry or domain. We have seen significant benefits in investing time and energy upfront (and ongoing) in customizing many of these Generative AI accelerators for certain patterns based on potential repeatability.

AI 98