Fennaio | artificial intelligence software

Process Optimisation AI Software for the Wind Power industry


Artificial Intelligence Software
Machine Learning Data Science Software
Deep Learning Software

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We are specialists in the practical application of Artificial Intelligence including Process Optimisation AI, Machine Learning, Deep Learning and Data Science Software used within Wind Power processes and operations

AI can be fed complex historical operational data. It can then use this to quickly identify processes and steps that can be improved.

The power of process optimisation

Being able to optimise processes is a powerful tool in all aspects of business and industry operations.

By learning from past operations and processes, including positive events, negative events, and all the in-between variable and unpredictable events that happened before; processes can be optimised using a more meaningful, targeted, knowledge-led and modelled approach.

Crucially, a faster, accurate process optimisation process saves time, cost and other resources in the future.

The more past data, experience and process events to learn from the more insightful and informed we can base our process optimisation on.

NameELDR Process
AI EngineELDR
Release DateApril 2021
Version1.0
Hosting/installationLocal Standalone, Internal Network or Cloud
IntegrationDirect coupling or RESTful API
PriceContact Us
LicenceContract basis
SLAContract basis
UpgradesContract basis

AI makes automatic process optimisation possible, even in the most diverse and complex of processes

Learning from past events to improve a process might sound straightforward - it is of course exactly what a human brain does - but making this process automatic and asking a machine to do this is extremely complex and demanding, simply due to the huge amount of variation involved.

If a traditional software programming approach was used, the computer would continually be asking "if this, then do that; if x and y, do z". This stepwise methodology is extremely limited and tedious as the program will only do what it has explicitly been told to look for by the programmer; making it next to impossible to account for all possibilities and variations, even in the simplest of processes. You certainly couldn't use this approach for complex processes and operations.

With AI and Machine Learning technology it is now possible to learn from huge amounts of variable, constantly changing data and past events in order to carry out much more accurate and targeted process optimisation.

ELDR Process is a powerful Deep Learning package that can help optimise processes based on variable past and complex data it has learnt from

ELDR Process is a variant of Fennaio's core AI predictive analytics software - ELDR Predictor. Using our powerful ELDR AI Engine, which is a Deep Learning Artificial Neural Network, ELDR Process uses both Supervised and Unsupervised learning to make and link complex relationships from data (of any size or complexity) passed to it.

When ELDR has learnt (trained) from the process data, it is ready to accept real time process data to respond to.

ELDR Process is highly dynamic, autonomous, configurable, graphical and easily integrated

Dynamic

ELDR Process can handle and learn from multiple sources, sizes and complexities of data for numerous prediction requirements simultaneously. Data can be changed at any time and it can continually learn. The software can carry out supervised and unsupervised learning.

Autonomous

By default ELDR is plug and play - you can simply give it appropriately formatted data and it will automatically learn from it, including self optimisation and self scaling.

Configurable

In many cases you may be happy with plug and play, however almost everything in ELDR is configurable; from which data fields to use as inputs and outputs, to colours, displays, output format, learning modes, learning accuracy, all the way through to Artificial Neural Network dynamics and dimensions.

Graphical

ELDR Process uses a rich intuitive GUI Dashboard from which to manage the whole AI process (data preparation, learning, outputting and testing), including a comprehensive suite of gamified charts and other visual displays to monitor everything.

Easily Integrated

AI Integration is our speciality. We understand that AI can be used in a variety of ways and in numerous system-types and processes. We build our software to be entirely modular and there are multiple integration methods and points ranging from network-based RESTFulAPI integration to direct coupling at the code level, depending on the response time required, amongst other considerations.

Key points about our Process Optimisation AI software

  • Can help optimise processes
  • Can handle numerous data streams and outputs simultaneously
  • Uses our powerful ELDR AI Deep Learning Artificial Neural Network Engine
  • Dynamic
  • Autonomous
  • Configurable
  • Graphical
  • Easily Integrated

Example areas where Fennaio can help with AI, Machine Learning and Deep Learning in the Wind Power industry


AI can be used all over the Wind Power industry, including these processes, operations and tasks:
  • modelling
  • design
  • analytics
  • demand forecasting
  • risk management
  • safety
  • process optimisation
  • suitability checks
  • surveying
  • monitoring
  • instrumentation
  • automation
  • many more...

How Fennaio can help you efficiently integrate Process Optimisation AI Software with your Wind Power operations


AI Education

for Process Optimisation in the Wind Power industry
Fennaio helps your Wind Power organisation with understanding the fundamentals of exactly what Process Optimisation AI is, how you can use it, where you can use it and how you can implement and integrate it - all in an easy-to-digest manner.

AI Strategy

for Process Optimisation in the Wind Power industry
Fennaio works closely with you and your relevant teams to understand your Wind Power organisation operations and your long term goals so we can plan when and where to introduce Process Optimisation Artificial Intelligence with minimum disruption and maximum benefit.

AI Tooling & Development

for Process Optimisation in the Wind Power industry
Fennaio provides all the relevant hardware, software, network and infrastructure requirements you need to implement Process Optimisation Artificial Intelligence, whether this be an off-the-shelf software product or system, or a completely bespoke solution, a standalone piece of software or an enterprise-grade package.

AI Data Analytics

for Process Optimisation in the Wind Power industry
Fennaio partners with you to fully understand your current data, how it relates to and is currently gathered from your current Wind Power operations, and how to harvest, analyse and prepare it for use in Process Optimisation Artificial Intelligence and Machine Learning to result in maximum gain.

AI Learning

for Process Optimisation in the Wind Power industry
Fennaio will use your correctly formatted data streams to train the Process Optimisation AI, Machine Learning or Deep Learning system by using an optimisation and scaling up procedure until the Process Optimisation AI is fully and continually primed to start outputting useful information for your Wind Power operations.

AI Visualisation

for Process Optimisation in the Wind Power industry
When the Process Optimisation AI is fully trained, Fennaio will feed it live Wind Power operations or test data and use various visualisation techniques to confirm with you a beneficial output is being achieved; whether this be a prediction, pattern recognition, a rapid analysis, a diagnosis or any other type of output.

AI Integration

for Process Optimisation in the Wind Power industry
When you are satisfied the Process Optimisation AI software is producing effective results, we will integrate the AI into your existing systems if required. Whether this be at the code level, integration over a network or as a standalone process, we will seamlessly integrate the AI with your Wind Power operations.

AI Delivery

for Process Optimisation in the Wind Power industry
After the Process Optimisation AI is successfully integrated into your Wind Power operations, we will continue to monitor the whole Process Optimisation AI process from data acquisition, analysis, processing, learning, visualisation and output until you are fully satisfied you have an AI system that is achieving your operational goals.

Other AI Software for the Wind Power industry

As well as Process Optimisation software for the Wind Power industry, we provide a comprehensive set of other Artificial Intelligence, Machine Learning, Deep Learning and Data Science software:

How Fennaio works with you at every stage of the AI and ML Integration process.

Whether you are starting out on your first AI project, just interested in the possibilities of AI or are wanting to expand your existing AI suite, we are here to help.

AI Survey & Plan

We will discuss with you where you are, where you want to be, and how we can achieve it with AI - whether by a bespoke solution or using one of our off-the-shelf products

AI Data Analysis & Preparation

We will work with you to gather, analyse and prepare all your relevant data sources for use in the AI system(s)

AI Execute & Visualisation

We will run and tune the AI throughout the AI learning process and enable the AI to produce a real time visual output to confirm the AI is producing beneficial results

AI Integration

When you are satisfied the AI is delivering the results you desire, we will integrate the AI with your new or existing systems

You are one step closer to getting Artificial Intelligence into your Wind Power organisation

Fennaio has the expertise in the Wind Power sector to get you up and running with Process Optimisation AI and Machine Learning in your new or existing systems, software and operations.

Get Started
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