hydrological Inflow forecast

Transform Inflow Forecasts into Actionable Production Plans

Changing weather patterns, rising market complexity, and unpredictable inflows put hydro operators under constant pressure. HYDROGRID Insight's advanced inflow forecasting models use real-time data and proprietary machine learning algorithms to adapt to every challenge—from sudden rainfall to market fluctuations—automating routine tasks and enabling confident, proactive decision-making support up to 12 months in advance.

hydrogrid insight

Use cases

Stay in control, stay compliant, and let HYDROGRID Insight help you become more predictable while you focus on optimizing your hydro operations.

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Stay a step ahead oh heavy inflow using real-time forecasts and machine learning algorithms to optimize reservoir management ahead of sudden weather events.

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Balance energy generation with wildlife needs by integrating inflow forecasts that feed directly into your production plans at least 24 times per day.

Drought & Water Supply Management

Prepare for seasonal droughts by leveraging long-term inflow predictions, enabling proactive water conservation and strategic generation, while ensuring adequate water supply.

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Ensure fast reaction to sudden weather events, plan generation for the next weeks, and maintain an overview of up to 12 months into the future, using the latest data available.

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Stay compliant with environmental and operational regulations through precise inflow adjustments, minimizing the risk of spills or endangering close proximity communities.

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Adapt operations to changing market conditions, ensuring that your dispatch plans align flawlessly with your  inflow forecasts to achieve higher profitability.

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why hydrogrid insight?

Why HYDROGRID Insight's Inflow Forecast Makes All the Difference

HYDROGRID Insight combines plant data, production planner expertise, and cutting-edge machine learning models to deliver inflow forecasts that improve hourly. Whether you're planning for tomorrow or next year, enjoy accurate, adaptable insights that reduce costs and streamline your hydro operations.

Without HYDROGRID Insight

Unpredictable Inflows:
Weather is hard to track, leaving you vulnerable to sudden changes.
❌ Manual Adjustments:
More errors, compliance issues, and environmental risks.
❌ Disconnected Tools:
Siloed data make real-time insights nearly impossible to achieve.
❌ No Long-Term Planning:
Poor forecasting capabilities hinder your ability to plan beyond the short term.

With HYDROGRID Insight

Weather-Aware Forecasting:
Real-time weather data ensures reliable inflow predictions.
✅ Automation with confidence: Reduces errors—our advanced models handle the complexity for you.
✅ All-in-One Platform: Centralized data ensures everyone from operators to decision-makers is aligned.
✅ Strategic Clarity:
Confidently plan up to 12 months in advance, optimizing hydro generation for a sustainable future.
Driving Hydropower Excellence

55%

Mean Average Outperformance

Significantly outperform against traditional naive models.

24+

Forecast Updates Daily

Optimize operations with precise and frequent re-calculations.

10+

Constraint Categories

Integrate diverse operational and technical parameters seamlessly.

Up to 12

Months Projections Into the Future

Reliable planning horizons extending a full year ahead.

inflow Forecasts Built for You

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Minimize manual intervention with fully customized automation, reducing human error while keeping you in control of critical decisions.

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Our machine learning models recalculate inflow forecasts hourly, adapting to the latest telemetry data for accuracy in all conditions.

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Event-triggered recalculations automatically adjust to sudden changes—like unexpected rainfall or market shifts—ensuring your forecasts are always up-to-date.

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All inflow data, from historical records to real-time inputs, integrated into a single platform that your entire team can access anytime, anywhere.

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Generate confident forecasts up to 12 months in advance, equipping you to make proactive, strategic decisions rather than reactive ones.

Testemunho

O que os usuários têm a dizer sobre nós.

Implementing HYDROGRID Insight is part of our mission to enhance the efficiency of our hydropower operations. By reducing spillage and optimizing data management, we aim to set a new standard for hydropower efficiency in the region.The first plant to apply HYDROGRID technology in Brazil is PCH Porto Franco, with the main goal to optimize the reservoir management.

Rodolfo Martin
CEO at Engenharia São Patrício

Após uma avaliação abrangente, escolhemos o HYDROGRID Insight, uma solução de otimização que se integra perfeitamente ao nosso cenário de TI existente e permite o gerenciamento hidrológico otimizado, além da gestão baseada no mercado de nosso portfólio. Essa parceria se alinha à nossa missão de explorar plenamente o potencial de nossos ativos hidrelétricos, garantindo o fornecimento seguro, econômico e sustentável de energia aos clientes de Nidwalden.

Roman Schilter
Gerente de Projeto, EWN, Suíça
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Suas perguntas respondidas

How much does the inflow forecasting module cost?
What data do I need to provide?
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