Benefit Measurement and Allocation Methods for Nuclear-Pumped Storage Integration Under Multi-Market Environment

The rapid expansion of renewable energy has posed significant challenges for the power system, including supply adequacy and operational flexibility. Nuclear power, as a stable and clean baseload source, plays a significant role in developing a new-type power system. However, its weak modulation capabilities significantly constrain its peak shaving and frequency regulation performance. The integrated operation of nuclear power and pumped storage, known as “nuclear-pumped storage integration”, can not only compensate for energy shortages but also provide auxiliary services, making it a viable solution for ensuring regional power supply stability. Nevertheless, a significant problem resides in achieving an appropriate benefit allocation between the two entities. To solve this issue, this research presents a mechanism for measuring and allocating the benefits of “nuclear-pumped storage integration” operation in a diverse power market. First, an integrated operating model is built, together with a joint clearing model encompassing the spot energy market and frequency modulation ancillary service market. A full-chain cost–benefit accounting system is designed to evaluate the value of joint operations accurately. Second, by incorporating indicators such as peak-shaving compensation and participation degree, a benefit allocation correction factor is derived, and an improved Shapley value approach is proposed to enhance the rationality and incentive effect of the allocation scheme. Case study results suggest that the “nuclear-pumped storage integration” operation mode can significantly increase overall benefits. Moreover, compared with existing techniques, the suggested improved Shapley value method provides fairness and rationality in benefit allocation, offering a sound decision-making basis for advancing the “nuclear-pumped storage integration” model.

Authors

Institutions

Publication Details

Journal
Energies
Published
2025-12-24
DOI
https://doi.org/10.3390/en19010095
Primary Topic
Electric Power System Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Benefit Measurement and Allocation Methods for Nuclear-Pumped Storage Integration Under Multi-Market Environment

Xin Hu, Tian Ma, Zhenda Hu, Yanbo Chen et al.
Energies
Electric Power System Optimization
article

Benefit Measurement and Allocation Methods for Nuclear-Pumped Storage Integration Under Multi-Market Environment

Xin Hu, Tian Ma, Zhenda Hu, Yanbo Chen, Chaoyue Wang, Min Zhang, Zhi Zhang
article en

Abstract

The rapid expansion of renewable energy has posed significant challenges for the power system, including supply adequacy and operational flexibility. Nuclear power, as a stable and clean baseload source, plays a significant role in developing a new-type power system. However, its weak modulation capabilities significantly constrain its peak shaving and frequency regulation performance. The integrated operation of nuclear power and pumped storage, known as “nuclear-pumped storage integration”, can not only compensate for energy shortages but also provide auxiliary services, making it a viable solution for ensuring regional power supply stability. Nevertheless, a significant problem resides in achieving an appropriate benefit allocation between the two entities. To solve this issue, this research presents a mechanism for measuring and allocating the benefits of “nuclear-pumped storage integration” operation in a diverse power market. First, an integrated operating model is built, together with a joint clearing model encompassing the spot energy market and frequency modulation ancillary service market. A full-chain cost–benefit accounting system is designed to evaluate the value of joint operations accurately. Second, by incorporating indicators such as peak-shaving compensation and participation degree, a benefit allocation correction factor is derived, and an improved Shapley value approach is proposed to enhance the rationality and incentive effect of the allocation scheme. Case study results suggest that the “nuclear-pumped storage integration” operation mode can significantly increase overall benefits. Moreover, compared with existing techniques, the suggested improved Shapley value method provides fairness and rationality in benefit allocation, offering a sound decision-making basis for advancing the “nuclear-pumped storage integration” model.

EnergiesVol. 19(1)
North China Electric Power University (CN), Fujian Electric Power Survey & Design Institute (CN)
Openalex Percentile: Top 42%
Electric Power System Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.