hydesign
  • Installation Guide
    • Pre-Installation
    • Simple Installation
    • Editable Basic Installation
    • Developer Installation
  • How to Cite HyDesign
  • Tutorials
    • Evaluation Tutorials
      • Quickstart
        • Evaluating the performance of a hybrid power plant using HyDesign
      • Advanced HPP Model
        • Evaluating the performance of a hybrid power plant using HyDesign
      • Evaluating the performance of a hybrid power plant with P2X using HyDesign
        • Evaluating the HPP model
        • Plot the HPP operation
      • PyWake P2X Example
        • Setting up the model
        • Evaluate the design
        • Plotting example output
      • Break-even price and power purchase agreement
        • Break-even price of H2
        • Power Purchase Agreement (PPA)
      • Example: Sizing a plant to meet constant electrical load
        • Evaluation
        • Sizing
      • Export the DOE
      • Offshore HPP
      • How to use iso-probabilistic transformations to obtain weather-corrleated spot markets with a desired distribution
        • 1. Sample a target distrubtion, the number of samples can be different between input data and desired distribution
      • HPP with multiple energy markets
        • Evaluating the performance of a hybrid power plant using HyDesign
      • Hybridizing an existing power plant
        • Imports
        • Site and plant design
        • Define delayed deployment directly
        • Instantiate and evaluate both cases
        • Compile annual operating and finance vectors
        • Technology timeline
        • CAPEX, OPEX, revenue, and cash flow
        • EMS consequences of staged deployment
      • Technology deployment schedules
      • Reliability
        • Evaluating the performance of a hybrid power plant including availability time series
        • Generating availability time series
      • Evaluating the performance of a hybrid power plant with P2MeOH using HyDesign
        • Evaluating the HPP model
        • Plot economic and technical indicators
        • Plot the HPP operation
      • Coupled HPP and wind farm operation including emissions displacement
        • Assembly diagrams
        • What is coupled?
        • 1. Precompute the design-friendly yaw table
        • 2. Build and evaluate complete HPP models
        • 3. Extract results from the HPP objects
        • 4. Compare plant performance
        • Takeaways
    • Sizing Tutorials
      • HyDesign Sizing Example
        • Sizing wind, solar and batteries for a hybrid power plant
      • HyDesign Sizing P2X Example
        • Sizing wind, solar, batteries and electrolyzers for a hybrid power plant
      • Sizing optimization under uncertainty
    • HiFi EMS
      • High-fidelity Energy Management System
        • HyDesign API
  • Publications
    • Tool Publications
      • HyDesign: A Tool For Design and Operation of Renewable Hybrid Renewable Plants.
      • HyDesign: a tool for sizing optimization for grid-connected hybrid power plants including wind, solar photovoltaic, and Li-ion batteries.
      • Benchmarking of current hybrid energy system design tools - an update of work within IEA Task 50 Hybrid Power Plants: Work Package 3
    • Theses
      • The application of airborne wind energy systems in hybrid power plants
      • Robustness of hybrid power plants under long-term weather and market fluctuations
      • Sizing and design optimization of hybrid power plants with Power-to-Hydrogen: techno-economic and environmental assessment
      • Techno-economical evaluation of different energy storage technologies for hybrid power plants
      • Multi-objective optimization for hybrid sizing and objective function development
      • Hybridization of single technology plants to hybrid power plants
      • Sizing of hybrid power plants for hydrogen production
      • Sizing of hybrid power plant for maximizing values from electricity markets
    • Related Publications
      • Optimal sizing of renewable hybrid power plants considering component reliability as a multi-discipline optimization under uncertainty
      • Hybrid Renewable Power Plants for Green Ammonia Production: Optimal Operation and Economic Assessment
      • Optimal Sizing of Hybrid Power Plants Considering Multiple Electricity Market Participation
      • Surrogate-Based Modeling and Sensitivity Analysis of Future European Electricity Spot Market Prices.
      • Enhancing Profits of Hybrid Wind-battery Plants in Spot and Balancing Markets using Data-driven Two-level Optimization.
      • Evaluation of Grid-Connected and Off-Grid Operations of Hybrid Power Plant with P2H Integration.
      • Electrical Collection System Design Optimization for Hybrid Power Plants.
      • Hybridization of Wind Farms Using Hybrid Power Plant Sizing Optimization
      • Profitability of solar-based hybrid power plant in Northern Europe
      • Opportunities of Battery Energy Storage in Stand-Alone and Co-Located Hybrid Power Plant in Distribution Grid.
      • Synergy of Hydrogen Production in Active Distribution Networks.
      • Assessment of Hybrid Power Plant Operation including P2H in Future Energy Markets.
      • Profitability of hybrid power plants in European markets.
      • Optimal Operation of Hybrid Power Plants: A Case Study of an Operation Park in Sweden.
      • Impact of Renewable Power and Market Price Forecasts on the Operational Profitability of Hybrid Power Plants.
      • Profitability of Hybrid Power Plants in Europe.
      • Requirements of Future European Balancing Markets: Insights into Imbalance Volumes and Generation Availability.
      • Optimal Participation of Co-Located Wind–Battery Plants in Sequential Electricity Markets.
      • Component Sizing of an utility scale hybrid power plant.
      • Energy Management of Hybrid Power Plants in Balancing Market.
      • Interfacing Energy Management with Supervisory Control for Hybrid Power Plants.
      • The value of sector coupling for the development of offshore power grids.
      • Operation of Battery Storage in Hybrid Power Plant in Australian Electricity Market.
      • Day-ahead market modelling of large-scale highly-renewable multi-energy systems: analysis of the North Sea region towards 2050.
      • Recommendations for balancing requirements for future North Sea countries towards 2050.
      • Enhanced Features of Wind based Hybrid Power Plants.
      • Modeling the Intra-Hour power system balancing of the Danish Power System for 2020, 2030 & 2050.
      • North Sea region energy system towards 2050: integrated offshore grid and sector coupling drive offshore wind installations.
      • Using time series simulation tool for assessing the effects of variable renewable energy generation on power and energy systems.
      • Balancing Challenges for Future North Sea Offshore Network.
  • Updates log
    • hydesign v1.7.0 (August 19, 2026)
      • New features
      • Improvements
      • Bug fixes
    • hydesign v1.6.2 (May 13, 2026)
      • Bug fixes
    • hydesign v1.6.1 (May 12, 2026)
      • New features
      • Improvements
      • Bug fixes
    • hydesign v1.6.0 (August 15, 2025)
      • New features
      • Improvements
    • hydesign v1.5.0 (April 3, 2025)
      • New features
      • Improvements
      • Bug fix
    • hydesign v1.4.1 (September 12, 2024)
      • New features
      • Improvements
      • Bug fix
    • hydesign v1.4.0 (August 31, 2024)
      • New features
      • Improvements
    • hydesign v1.3.4 (April 08, 2024)
      • New features
    • hydesign v1.3.3 (April 06, 2024)
      • New features
    • hydesign v1.3.2 (December 22, 2023)
      • New features
    • hydesign v1.3.1 (December 14, 2023)
      • New features
    • hydesign v1.3.0 (November 16, 2023)
      • Improvements
    • hydesign v1.2.0 (August 18, 2023)
      • Improvements
    • hydesign v1.1.0 (May 5, 2023)
      • New Features and API changes
      • New models and functions
  • API Reference
hydesign
  • Publications
  • Related Publications
  • View page source

Related Publications

This section includes publications on related topics like energy management system, market modeling, balancing tool chain etc.

2026
  • Optimal sizing of renewable hybrid power plants considering component reliability as a multi-discipline optimization under uncertainty
2025
  • Hybrid Renewable Power Plants for Green Ammonia Production: Optimal Operation and Economic Assessment
  • Optimal Sizing of Hybrid Power Plants Considering Multiple Electricity Market Participation
2024
  • Surrogate-Based Modeling and Sensitivity Analysis of Future European Electricity Spot Market Prices.
  • Enhancing Profits of Hybrid Wind-battery Plants in Spot and Balancing Markets using Data-driven Two-level Optimization.
  • Evaluation of Grid-Connected and Off-Grid Operations of Hybrid Power Plant with P2H Integration.
  • Electrical Collection System Design Optimization for Hybrid Power Plants.
  • Hybridization of Wind Farms Using Hybrid Power Plant Sizing Optimization
  • Profitability of solar-based hybrid power plant in Northern Europe
2023
  • Opportunities of Battery Energy Storage in Stand-Alone and Co-Located Hybrid Power Plant in Distribution Grid.
  • Synergy of Hydrogen Production in Active Distribution Networks.
  • Assessment of Hybrid Power Plant Operation including P2H in Future Energy Markets.
  • Profitability of hybrid power plants in European markets.
  • Optimal Operation of Hybrid Power Plants: A Case Study of an Operation Park in Sweden.
  • Impact of Renewable Power and Market Price Forecasts on the Operational Profitability of Hybrid Power Plants.
  • Profitability of Hybrid Power Plants in Europe.
  • Requirements of Future European Balancing Markets: Insights into Imbalance Volumes and Generation Availability.
  • Optimal Participation of Co-Located Wind–Battery Plants in Sequential Electricity Markets.
2022
  • Component Sizing of an utility scale hybrid power plant.
  • Energy Management of Hybrid Power Plants in Balancing Market.
  • Interfacing Energy Management with Supervisory Control for Hybrid Power Plants.
  • The value of sector coupling for the development of offshore power grids.
2021
  • Operation of Battery Storage in Hybrid Power Plant in Australian Electricity Market.
  • Day-ahead market modelling of large-scale highly-renewable multi-energy systems: analysis of the North Sea region towards 2050.
2020
  • Recommendations for balancing requirements for future North Sea countries towards 2050.
2019
  • Enhanced Features of Wind based Hybrid Power Plants.
  • Modeling the Intra-Hour power system balancing of the Danish Power System for 2020, 2030 & 2050.
  • North Sea region energy system towards 2050: integrated offshore grid and sector coupling drive offshore wind installations.
  • Using time series simulation tool for assessing the effects of variable renewable energy generation on power and energy systems.
2018
  • Balancing Challenges for Future North Sea Offshore Network.
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