To address these needs, SFW partnered with encoord to utilize its Scenario Analysis Interface for Energy Systems (SAInt), an advanced energy planning tool that enables integrated modeling of energy systems.
Energy Market Model-Ready Datasets
encoord’s market and data experts have developed model-ready datasets for various energy markets, offering customers like SFW a foundation from which to build their own market models based on their specific assumptions. These datasets cover markets in Europe, India, and Western Australia, providing valuable insights for LAES integration.
Scenario-Based Assessments
SAInt provides a flexible modeling environment that can optimize and simulate both current and future market and grid conditions. SFW has leveraged SAInt to develop multiple future energy scenarios across different markets, focusing on:
Planning for long-term investments through capacity expansion modeling.
Analyzing the effects of different levels of renewable energy penetration on market dynamics and LAES dispatch under future scenarios.
Evaluating the impact of varying LAES fleet configurations on system performance.
Assessing the influence of CO₂ pricing and ancillary service market regulations.
Operational and Financial Insights
The studies provided a data-driven evaluation of:
LAES contributions to capacity reserves and ancillary services.
Its role in replacing natural gas-fired generation during peak demand periods.
System-wide effects on electricity costs and carbon emissions.
By leveraging SAInt’s modeling capabilities, encoord enabled SFW to assess the operational and financial benefits of LAES integration in different markets. This has supported informed decision-making for future development of LAES.