Optimal Scheduling of Port Integrated Energy System Considering Flexible Loads and Multi-Operation Mode Combinations of Electrolyzers

[Objective] As the reform in the energy sector continues to deepen, the integration of energy and transportation is the future development trend of multi-energy flows in ports. The introduction of demand response mechanisms for multi-energy flexible loads and the variable load start-stop characteristics of electrolyzers have become an inevitable trend in the development of port integrated energy systems (PIES). [Method] Based on the coupling characteristics of multi-energy flows in PIES and in accordance with the energy consumption characteristics of port users, three flexible loads of electricity, heat and hydrogen were classified into shiftable loads, transferable loads and reducible loads. An operation optimization model of PIES considering the demand response of electricity, heat and hydrogen loads was established. In this model, the operating characteristics of electrolyzers were considered, and the combined operation of multi-stack electrolyzers was proposed. With economic cost as the optimization goal, Yalmip toolbox and Gurobi solver were used to solve the model. Therefore, optimal results of each energy network before and after load response were obtained. [Result] The results of the case study show that the introduction of flexible loads in the port's integrated energy system has achieved peak shaving and valley filling of multi-energy loads, making the energy consumption curve more stable and reducing the total cost by 2.28%, which is beneficial to improving economic benefits. However, due to the uncertainty of wind and solar resources, flexible loads may have an uncertain impact on the operation array of electrolyzers. [Conclusion] The feasibility and practicality of the port integrated energy system model established by combining flexible loads and multi-operation mode combinations of electrolyzers have been verified.

Institutions

Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2025-05-01
DOI
https://doi.org/10.16516/j.ceec.2025-125
Primary Topic
Integrated Energy Systems Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimal Scheduling of Port Integrated Energy System Considering Flexible Loads and Multi-Operation Mode Combinations of Electrolyzers

SHILAP Revista de lepidopterología
Integrated Energy Systems Optimization
article

Optimal Scheduling of Port Integrated Energy System Considering Flexible Loads and Multi-Operation Mode Combinations of Electrolyzers

article en

Abstract

[Objective] As the reform in the energy sector continues to deepen, the integration of energy and transportation is the future development trend of multi-energy flows in ports. The introduction of demand response mechanisms for multi-energy flexible loads and the variable load start-stop characteristics of electrolyzers have become an inevitable trend in the development of port integrated energy systems (PIES). [Method] Based on the coupling characteristics of multi-energy flows in PIES and in accordance with the energy consumption characteristics of port users, three flexible loads of electricity, heat and hydrogen were classified into shiftable loads, transferable loads and reducible loads. An operation optimization model of PIES considering the demand response of electricity, heat and hydrogen loads was established. In this model, the operating characteristics of electrolyzers were considered, and the combined operation of multi-stack electrolyzers was proposed. With economic cost as the optimization goal, Yalmip toolbox and Gurobi solver were used to solve the model. Therefore, optimal results of each energy network before and after load response were obtained. [Result] The results of the case study show that the introduction of flexible loads in the port's integrated energy system has achieved peak shaving and valley filling of multi-energy loads, making the energy consumption curve more stable and reducing the total cost by 2.28%, which is beneficial to improving economic benefits. However, due to the uncertainty of wind and solar resources, flexible loads may have an uncertain impact on the operation array of electrolyzers. [Conclusion] The feasibility and practicality of the port integrated energy system model established by combining flexible loads and multi-operation mode combinations of electrolyzers have been verified.

SHILAP Revista de lepidopterología
North China Electric Power University (CN)
Affordable and clean energy
Openalex Percentile: Top 56%
Integrated Energy Systems 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.