IBM Accelerator Catalog
IBM Accelerator Catalog

Energy Demand Planning

Anticipate demand and energy generation to build accurate forecasts

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Key Challenges

What is an accelerator?
Industry Accelerators are a packaged set of technical assets used to help you tackle your next data science project by addressing your most pressing business challenges. With sample data, notebooks, scripts, a sample application and more, you can kickstart your own implementation and leverage the power of Cloud Pak for Data.

  • Generating too much energy can lead to energy spillage, while undergeneration can result in widespread blackouts
  • It's difficult to predict precise behavior of renewable resources such as wind
  • Building optimization solutions with uncertainty involved can be computationally expensive

How data helps energy companies become safer, more reliable and more efficient

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Expected Business Outcome

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Expedite on-ramp

Build a seamless solution

Minimize forecast fluctuation

Get your energy demand planning models up and running faster

Combine disjointed parts of forecast, optimization and planning into a seamless and coherent end-to-end solution

Use algorithms that can accommodate for the uncertainty arising from renewable resources to optimize forecasts and decision making

Reskill or upskill to simplify your decisions from predictions to produce accurate energy volumes based on anticipated demand and energy generation.



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Video

Key Features

Information architecture

End-to-end AI Ladder application

Modular framework

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An architecture enabling you to extract meaning from your data to optimize energy demand planning

From cataloging data through a glossary of terms to model development and deployment, simplify the lifecycle of your AI project

Composable and extensible pattern that can be applied to new data and industries

Get Started

Start experimenting today. Download and use this accelerator in your Cloud Pak for Data instance. Refer to the README file to get started.

Kick-start your data science solution with this accelerator.

Request a test runRequest a consultation

Highlighted Products for this Accelerator

IBM Cloud Pak for Data

Built on Red Hat OpenShift Container Platform, IBM Cloud Pak for Data accelerates your journey to AI to transform how your business operates with an open, extensible data and AI platform that runs on any cloud.

ViewLearn More

Watson Knowledge Catalog

Help your data users quickly find, curate, categorize and share data, analytical models and their relationships with other members of your organization.

ViewLearn More

Watson Studio

Empower your data science and AI teams to refine data and visually build and deploy models, using data on the desktop for anytime, anywhere access.

ViewLearn More

Watson Machine Learning

Deploy, monitor, and optimize models quickly, easily, and at scale.

ViewLearn More

AutoAI

An award-winning development capability to automate Data preparation and Model development, and help simplify AI lifecycle management cycle.

ViewLearn More

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Additional details

  • Accelerator typeCloud Pak for Data industry
  • IndustryEnergy and utilities
  • Business functionOperations
  • Product and version Cloud Pak for Data,Watson Knowledge Catalog,Watson Studio,Watson Machine Learning,AutoAI - Current
  • Author typeIBM
  • Company nameIBM Data Science and AI Elite Team
  • Author nameData Science and AI Elite Team
  • Last modifiedNovember 5th, 2020
  • Language English