Research

Explore our latest advancements in grid modeling, renewable energy integration, and power system resilience. Discover how we're shaping the future of Korea's power systems through cutting-edge optimization and AI applications.

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9 posts

Recent Research

AI × Opt. in Power Systems — Part 2: OTS
10 Min

AI × Opt. in Power Systems — Part 2: OTS

How AI and differentiable optimization enable real-time, feasible optimal transmission switching.

Optimal Transmission Switching Differentiable Optimization Deep Learning Power System Operation Grid Optimization
AI × Opt. in Power Systems — Part 1: OPF
10 Min

AI × Opt. in Power Systems — Part 1: OPF

How differentiable optimization enables AI to learn feasible multi-period dispatch for power system operations.

Optimal Power Flow Differentiable Optimization Deep Learning Energy Storage Power System Operation
Dynamic Line Rating — Part 2: Conductor Health-Aware Operation
10 Min

Dynamic Line Rating — Part 2: Conductor Health-Aware Operation

How to use dynamic line ratings safely by accounting for conductor aging, forecast uncertainty, and operational risks.

Dynamic Line Rating Unit Commitment Conductor Health Grid Reliability Power System Optimization
Dynamic Line Rating — Part 1: AI-Powered Forecasting
10 Min

Dynamic Line Rating — Part 1: AI-Powered Forecasting

How AI reveals hidden transmission capacity by forecasting dynamic line ratings across the entire grid.

Dynamic Line Rating Forecasting Grid Modernization AI for Energy Graph Neural Networks
Risk-Aware Bidding for VPPs with Power-to-Hydrogen
10 Min

Risk-Aware Bidding for VPPs with Power-to-Hydrogen

How hydrogen storage helps virtual power plants bid more strategically and manage market risk under renewable uncertainty.

Virtual Power Plant Hydrogen Energy Risk Management Electricity Markets Optimal Bidding
Inertia-Aware Unit Commitment and Remuneration in Decarbonized Power Systems
10 Min

Inertia-Aware Unit Commitment and Remuneration in Decarbonized Power Systems

Why inertia matters in renewable-heavy grids and how new market designs can fairly compensate resources that provide it.

Inertia Unit Commitment Grid Stability Electricity Markets Renewable Integration
Community Energy Management System for Fast Frequency Response
10 Min

Community Energy Management System for Fast Frequency Response

How multiple buildings can work together to provide fast frequency response while minimizing energy costs and maintaining comfort.

Community Energy Management Fast Frequency Response DER Coordination Hierarchical Control Building Energy Systems
Causality-Based Cost Allocation for Peer-to-Peer Energy Trading
7 Min

Causality-Based Cost Allocation for Peer-to-Peer Energy Trading

A clear explanation of how causality-based pricing makes P2P trading fairer and more grid-friendly in distribution systems.

Peer-to-Peer Trading Distribution Networks Network Cost Allocation Grid-Aware Markets
Impact of Regional Electricity Pricing and Strategic Implications for Gyeonggi Province
10 Min

Impact of Regional Electricity Pricing and Strategic Implications for Gyeonggi Province

A fact-based summary of why regional electricity pricing is being discussed in Korea and how it affects Gyeonggi Province.

Regional Electricity Pricing Transmission Congestion Renewable Energy Power System Planning