Exciting advancements in uncertainty quantification for the energy sector!
A recent paper from Portugal 🇵🇹 and Ireland 🇮🇪 titled “Conformal Multilayer Perceptron-Based Probabilistic Net-Load Forecasting for Low-Voltage Distribution Systems with Photovoltaic Generation” highlights the superior performance of conformal prediction compared to alternative methods like Bayesian approaches.
This research underscores the potential of conformal prediction to enhance forecasting accuracy, especially in the context of renewable energy integration.
#EnergyInnovation
#ConformalPrediction
Our latest research co-authored with @alspereira & @njn , and accepted for publication in IEEE Transactions on Power Systems, suggests that well-designed,feedforward neural networks can effectively provide probabilistic net load forecasts. https://t.co/5MyC1U8Op7
New video series: Physics Informed Machine Learning!
Physics may be embedded into AI/ML in 5 stages:
1 choose what to Model
2 curate training Data
3 design an Architecture
4 craft a Loss Function, and
5 implement Optimization Algorithm to train the model
https://t.co/CXzIvjLgis
@KennedyMmari Matokeo yake, hatupigi hatua kubwa kwenye eneo hilo, maana mara nyingi juhudi kubwa na rasilimali zinaelekezwa kwenye siasa za teknolojia kuliko kwenye teknolojia yenyewe.
Say hello to the new @edu_blocks, our free block-based programming tool for learning text-based coding!
The new release has lots of exciting new features:
🧑🏫 Classrooms
📱 Mobile Browser Support
🧱 Brand-new Blocks
Read the blog here 👇
https://t.co/ZUAzX9XpzE
Applications for the Ireland Fellows Programme for the 2024-2025 academic year are now open! The scholarship offers an opportunity to undertake a fully funded one-year master’s degree in 🇮🇪.
For more info on eligibility and to apply, visit: https://t.co/gggCD6OZSZ
🇹🇿🇧🇮🇰🇲🇨🇩🇸🇨
Exciting times at CIRED (International Conference & Exhibition on Electricity Distribution) 2023 in Rome, Italy! 🇮🇹
Just wrapped up an incredible experience at CIRED conference in Rome. 🎉 This event brought together experts and innovators in distrib…https://t.co/zhsO5WmlZU
@SwahiliBible It is unfortunate that there is a lack of deliberate attempts to train and nurture them into exceptional leaders. Our society and individuals, often mistakenly believe that having a PhD or being a professor automatically translates to having leadership abilities.
Just watched Simon Sinek phenomenal talk on leadership and how it important for leaders to have empathy. Simon Sinek's believes that great leaders are those who have the ability to connect with others on an emotional level and und…https://t.co/fKe3YNy5jT https://t.co/23cMNj68iQ
#Improve#Your#Road#Mapping#Process#with#6Ws
Have you ever heard of the #technology#roadmap?
Recently, I completed a module on strategic technology and innovation management, where among other things, I learned about this powerful framework.
#Tec…https://t.co/S1pOfkZlMM
We (I and Suchandra Mandal) were delighted to have been invited to deliver a guest lecture at the University of Galway, Ireland on Artificial Intelligence (AI) and its potential for the future of power systems. During the lecture, we engaged with Master's…https://t.co/l2MAP8POz7
Here is my method to conduct (and automate) a literature review.
Using Google Scholar, @scite , @litmaps , #ChatGPT, @zotero and @obsdmd.
Tutorial with examples and best practices:
👇
🎉 We are thrilled to announce the release of the latest version of mlforecast a #Python library for Scalable #machinelearning 🤖 for #timeseries#forecasting
🚀 This version comes with exciting new features that are sure to make forecasting even more efficient and accurate
🧵