Mathematical Research for Market-Driven Control in Power Grids toward Renewable Energy Mainstreaming
Mathematical Research for Market-Driven Control in Power Grids toward Renewable Energy Mainstreaming
In this project, conducted in collaboration with Japan’s Ministry of Economy, Trade and Industry (METI) and the Agency for Natural Resources and Energy, we explore the system-control mathematics behind a “Japanese Connect & Manage” framework. Our goal is to propose a desirable future vision for a smart grid from the standpoint of mathematical control theory.
As Japan’s 6th Basic Energy Plan (approved by Cabinet in October 2021) sets the goal of achieving carbon neutrality by 2050, it emphasizes the simultaneous realization of S + 3E: Safety, Energy Security, Economic Efficiency, and Environment. However, existing grid operation systems are designed under assumptions of conventional generation (e.g. thermal, nuclear), and are not well adapted to the characteristics of renewable energy, which vary unpredictably with weather.
Our laboratory addresses this gap by applying system control mathematics to develop market-driven control methods that balance grid stability and economic efficiency under large-scale integration of renewables. Specific research tasks include:
Acceleration via machine learning of large-scale energy storage planning under renewable uncertainty
Analysis and design of real-time market mechanisms evaluating renewable + storage together with conventional generation
Market-driven control of synchronized generators and grid-forming inverters based on dissipativity principles
Extension of GUILDA (Grid & Utility Infrastructure Linkage Dynamics Analyzer) to integrate planning and operation in simulation
These research and development themes require an interdisciplinary fusion of distributed cooperative control, mathematical optimization, time-series forecasting, mechanism design, machine learning, and model-predictive control.
We also coordinate with the Agency for Natural Resources and Energy of the Ministry of Economy, Trade and Industry (METI) in discussions on institutional design for a Japan-style “Connect & Manage” framework. At the same time, through this research, we aim to contribute to future smart grid systems by proposing mathematically grounded visions for power system infrastructures.
New Energy and Industrial Technology Development Organization (NEDO) : Technology Development to Ensure Flexibility and Optimize Power Grids for Integration Cost Reduction (NEDO Connect & Manage 2.0) [⎋]
Subject: Mathematical study of market-based control mechanism that achieves both grid stability and economic efficiency for massive integration of renewable energy (2024.06-2027.03)
Mitsubishi Research Institute, Transmission and Distribution IT &OT Systems LLC., Hitachi, Ltd., Central Research Institute of Electric Power Industry, TEPCO Systems Corporation, Yokohama National University, and Tokyo Institute of Technology.
Taku Nishino, Aranya Chakrabortty, Takayuki Ishizaki: A Necessary and Sufficient Condition for Equilibrium-Independent Passivity of Power Systems with Two-Axis Generators. IEEE Transactions on Automatic Control. in press.
Youngchae Cho, Insoon Yang, Takayuki Ishizaki: Robust Continuous-Time Generation Scheduling under Power Demand Uncertainty: An Affine Decision Rule Approach. 64th IEEE Conference on Decision and Control (CDC), to appear, 2025.
Jigen Koizumi, Taku Nishino, Takayuki Ishizaki: Passivity Analysis of Inverter-Based Power Systems with Lossy Transmission Networks Having a Constant Resistance-to-Reactance Ratio (Position Paper). 2025 SICE Festival with Annual Conference. 2025 to appear.
Taku Nishino, Jigen Koizumi, Takayuki Ishizaki: Approach to Power System Reduction Preserving small-signal Stability based on Energy Functions (Position Paper). 2025 SICE Festival with Annual Conference. 2025 to appear.
Byeonghwa Lee, Khine Oo Saw Kay, Judy Mohamad, Youngchae Cho, Takayuki Ishizaki: Locational Marginal Pricing under Uncertainty for Day-ahead Energy Market with Renewable Energy Resources and Storage Batteries (Position Paper). 2025 SICE Festival with Annual Conference. 2025 to appear.
Khine Oo Saw Kay, Judy Mohamad, Takayuki Ishizaki: Locational Marginal Pricing for Electricity Markets Using Small-Signal Stability-Constrained DC Optimal Power Flow (Position Paper). 2025 SICE Festival with Annual Conference. 2025 to appear.
Taku Nishino, Takayuki Ishizaki: Equilibrium-Independent Passivity of Power Systems Composed of Park Synchronous Generator Models. Proc. of 2025 American Control Conference (ACC), to appear.
Taku Nishino, Yoshiyuki Onishi, Takayuki Ishizaki: Small-Signal Stability Condition of Inverter-Integrated Power Systems:Closed-Form Expression by Stationary Power Flow Variables. 10th IFAC Conference on Networked Systems. to appear 2025.