Analysis of Variance Combined with Optimized Gradient Boosting Machines for Enhanced Load Recognition in Home Energy Management Systems DOI Creative Commons
Thales Wulfert Cabral,

Fernando Bauer Neto,

Eduardo Rodrigues de Lima

и другие.

Sensors, Год журнала: 2024, Номер 24(15), С. 4965 - 4965

Опубликована: Июль 31, 2024

Load recognition remains not comprehensively explored in Home Energy Management Systems (HEMSs). There are gaps current approaches to load recognition, such as enhancing appliance identification and increasing the overall performance of load-recognition system through more robust models. To address this issue, we propose a novel approach based on Analysis Variance (ANOVA)

Язык: Английский

An intelligent incentive-based demand response program for exhaustive environment constrained techno-economic analysis of microgrid system DOI Creative Commons
Bishwajit Dey, Gulshan Sharma, Pitshou N. Bokoro

и другие.

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Янв. 6, 2025

Abstract The cost-effective scheduling of distributed energy resources through sophisticated optimization algorithms is the main focus recent work on microgrid management. In order to improve load factor and efficiency, load-shifting techniques are frequently used in conjunction with additional complex constraints such as PHEV battery life assessment. Pollutant reduction, however, rarely highlighted a primary goal. An incentive-based demand response (IBDR) introduced proposed close this gap promote curtailment during peak hours. IBDR policy rewards participant customers incentives for which turn lowers emissions generation costs. Furthermore, trade-off approach ensures both environmental economic sustainability by striking balance between cost reduction emission reduction. Considering fact view that 30–40% willing participate program, six different scenarios have been analysed, each involves various levels grid participation approaches pricing electricity market. These also include implementation programmes. Differential evolution algorithm was tool study. results achieved all demonstrate suitability effectiveness implementing suggested strategy terms savings. According numerical reported, generating decreased 10–13% inclusion IBDR. Additionally, 6–8% 4–5% improvement realised positive impact policy. weighted dispatch offered balanced solution considered minimum models system.

Язык: Английский

Процитировано

4
Study on the load-following ability of HeXe cooled SMR with close Brayton cycle for renewable energy integration DOI
Xinyu Li, Chaoran Guan,

Xiang Chai

и другие.

Energy, Год журнала: 2025, Номер unknown, С. 134914 - 134914

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

2
A multi-stage framework for coordinated scheduling of networked microgrids in active distribution systems with hydrogen refueling and charging stations DOI Creative Commons

Reza Parsibenehkohal,

Mohsin Jamil, Ashraf Ali Khan

и другие.

International Journal of Hydrogen Energy, Год журнала: 2024, Номер 71, С. 1442 - 1455

Опубликована: Май 27, 2024

Due to the increase in electric energy consumption and significant growth number of vehicles (EV) at level distribution network, new networks have started using fuels such as hydrogen improve environmental indicators same time better efficiency from excess capacity renewable resources. In this article, services that can be provided by refueling stations charging optimal performance microgrids been investigated. The model proposed paper includes a two-stage stochastic framework for scheduling resources microgrids, especially vehicle charging. model, two main goals cost minimization greenhouse gas emissions are considered. first stage, service range is determined precisely according electrical limitations systems emergency situations. Then, second problem management each microgrid will solved centrally. situation, various including output sources, smart (EV/FCV) flexible loads (FL) evaluated. final mathematical implemented multivariate integer multiple linear (MILP) GUROBI solver GAMS software. simulation results on modified IEEE 118-Bus network show positive effect presence strategies stations. Also, numerical derivation shows operating costs entire system reduced 4.77% use reduce 49.13%.

Язык: Английский

Процитировано

12
Robust distribution networks reconfiguration considering the improvement of network resilience considering renewable energy resources DOI Creative Commons

Mahsa Choobdari,

Mahmoud Samiei Moghaddam, Reza Davarzani

и другие.

Scientific Reports, Год журнала: 2024, Номер 14(1)

Опубликована: Окт. 3, 2024

Язык: Английский

Процитировано

7
Integration of smart buildings with high penetration of storage systems in isolated 100 % renewable microgrids DOI
Yiming Wang, Yuxin Wang,

Jun-sheng Ni

и другие.

Journal of Energy Storage, Год журнала: 2024, Номер 105, С. 114633 - 114633

Опубликована: Ноя. 22, 2024

Язык: Английский

Процитировано

6
A four-layer business model for integration of electric vehicle charging stations and hydrogen fuelling stations into modern power systems DOI
Yongfei Wu,

W. Gu,

Shoujun Huang

и другие.

Applied Energy, Год журнала: 2024, Номер 377, С. 124630 - 124630

Опубликована: Окт. 14, 2024

Язык: Английский

Процитировано

5
Optimized Two-Stage planning model for integrating Compressed air energy storage with uncertain correlated wind farms in power systems DOI Creative Commons
Ahmad K. ALAhmad, Renuga Verayiah, Saleh Ba-swaimi

и другие.

Energy Conversion and Management X, Год журнала: 2024, Номер unknown, С. 100838 - 100838

Опубликована: Дек. 1, 2024

Язык: Английский

Процитировано

5
Energy efficiency characteristics analysis for process diagnosis under anomaly using self-adaptive-based SHAP guided optimization DOI
Santi Bardeeniz, Chanin Panjapornpon, Chalermpan Fongsamut

и другие.

Energy, Год журнала: 2024, Номер 309, С. 133074 - 133074

Опубликована: Сен. 2, 2024

Язык: Английский

Процитировано

4
Unit Commitment in Microgrid Considering Customer Satisfaction in Incentives-Based Demand Response Program: A Fuzzy Logic Model DOI Creative Commons

Hung Ta Xuan,

Tuyen Nguyen Duc

Smart Grids and Sustainable Energy, Год журнала: 2025, Номер 10(1)

Опубликована: Янв. 16, 2025

Язык: Английский

Процитировано

0
Enhancing Economic and Environmental Performance of Energy Communities: A Multi-Objective Optimization Approach with Mountain Gazelle Optimizer DOI

Zheng Hong,

Zhixin Wu

Sustainable Computing Informatics and Systems, Год журнала: 2025, Номер unknown, С. 101098 - 101098

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

0