Energy Volume Forecast

Energy Volume Forecast

Risk Management

Information

N-SIDE forecasting platform combines the best of machine-learning technologies, such as boosted decision trees, with the deep N-SIDE expertise in the energy sector. This combination not only allows to optimize the accuracy of our forecasts above industry standard but also to offer transparent forecasts, avoiding the black-box effect and facilitating the interaction with the different stakeholders both internally (such as management) or externally (such as regulator). Furthermore, recognizing the need to cover different level of risk appetite, a probabilistic version of our forecasts is also proposed, built on the most recent research in the Machine Learning community.
N-SIDEN-SIDE is an innovative software consulting company in advanced analytics designing optimization solutions for Energy Management. We help energy actors reduce risks and capture value from increasing market volatility with our advanced analytics solutions. Built on our strong expertise in the European market, we are now entering the Indian market and starting to generate value with local partners. If you are an energy actor (supplier, system operator, QCA, DISCOM, consumer, etc.) active on the Indian market and are interested in increasing your performance, share with us your specific business challenges and see how our solutions can help you overcome them!          Are you looking to reach better accuracy on supply and load forecasts at your level?                         Are you looking to forecast system-wide balance and interconnection flows?                         Are you looking to maximize the value you can extract from your access to short-term electricity markets?                         Are you looking to increase your exposure to day-ahead, intraday or real-time prices but are reluctant to take too much risk? The N-SIDE Time Series Forecasting Platform helps you take optimal decisions from week-ahead to real-time, with a focus on volume and price forecasting. It brings together the latest machine learning technologies together with an important business expertise; this unique combination ensures our forecasts always deliver value to our customers, as we align the machine learning objective with the business need. On top of that, it allows our algorithms to reach a high level of interpretability and to avoid the symptomatic black-box effect of AI. Two types of forecasting solutions are available on our platform, each with an objective function fine-tuned to your business objectives:                       Volume Forecasting: wind or solar generation forecast, load forecast, losses forecast, interconnection flow forecast, congestion forecast, imbalance volume forecast, etc.                         Electricity Price Forecasting: day-ahead price forecast, intraday price forecast, real-time price forecast and market arbitrage forecast between different markets (e.g. day-ahead vs imbalance or day-ahead vs real-time) From strategy down to operations, N-SIDE leverages the value of your data and business knowledge into decision-making power. Our cloud-based custom solutions use cutting-edge technologies, such as machine learning and powerful algorithms, to solve the most complex industry challenges and turn them into opportunities. N-SIDE's solutions even go beyond forecasting and cover various business objectives, such as Dynamic Reserves Dimensioning and Energy Market Optimization. We are not afraid of challenges! Our experts are here to talk to you, listen to your challenges, provide insights, and see how we could best assist you.

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