Dynamic Modeling of Energy Demand in Educational Institutions Affected by Covid-19 and Energy Crisis DOI

Negin Alisoltani,

Elyes Nefzaoui, Latifa Oukhellou

и другие.

Опубликована: Янв. 1, 2024

This study explores the electricity consumption patterns in institutional buildings at a university campus Greater Paris, employing time-series analysis to assess effects of major disruptions like COVID-19 pandemic and subsequent energy crisis triggered by war Ukraine. Utilizing dynamic linear modeling, our research achieved Mean Absolute Percentage Error 6.2%, demonstrating model's efficacy capturing complex under fluctuating conditions. We observed 13% reduction usage during initial lockdowns, with varying responses phases due crisis. These results underscore critical role adaptive policies advanced modeling techniques enhancing efficiency resilience educational institutions. By providing detailed insights into factors influencing usage, assists policymakers managers devising robust strategies improve management meet sustainable development goals, particularly response external shocks.

Язык: Английский

Research on optimal scheduling and source-network-load correlation matching of integrated energy system considering uncertainty DOI
Xiangyang Liu, Hao Lu, Wenjun Zhao

и другие.

Energy, Год журнала: 2025, Номер unknown, С. 135421 - 135421

Опубликована: Март 1, 2025

Язык: Английский

Процитировано

3

Improved robust model predictive control for residential building air conditioning and photovoltaic power generation with battery energy storage system under weather forecast uncertainty DOI Creative Commons
Zehuan Hu, Yuan Gao, Luning Sun

и другие.

Applied Energy, Год журнала: 2024, Номер 371, С. 123652 - 123652

Опубликована: Июнь 12, 2024

Язык: Английский

Процитировано

11

Demonstrating the load-shifting potential of a schedule-based control in a real-life educational building DOI Creative Commons
John Clauß, Johannes Brozovsky, Laurent Georges

и другие.

Energy and Buildings, Год журнала: 2024, Номер 316, С. 114321 - 114321

Опубликована: Май 23, 2024

This work investigates the potential of simplified control approaches to deploy building energy flexibility (BEF), here for shifting space-heating load in a real-life educational building. The is passive house school where internal gains play an important role room thermal dynamics. It equipped with waterborne heat distribution system connected district heating. located Elverum, Norway, having strong heating-dominated climate. Focusing on schedule-based strategies pre-heating mornings, study demonstrates significant off-peak hours. use during typical peak hours (7a.m. 9a.m.) reduced by 50% while daily not increased significantly, highlighting effectiveness this simple approach. Occupant acceptance surveys among pupils reveal no differences comfort perception between periods business-as-usual and controls. Practical challenges integrating controls are highlighted underscore importance considering tendering design phase. Bridging gap theoretical research applications, contributes advancement energy-flexible operation buildings.

Язык: Английский

Процитировано

9

Occupancy-informed predictive control strategies for enhancing the energy flexibility of grid-interactive buildings DOI Creative Commons
Aya Doma, Mohamed Ouf, Fatima Amara

и другие.

Energy and Buildings, Год журнала: 2025, Номер 332, С. 115388 - 115388

Опубликована: Янв. 31, 2025

Язык: Английский

Процитировано

1

Sustainable design and control of a multi-sourced radiant heating system: Non-linear optimization under thermal comfort constraints DOI Creative Commons

Mohamed H. Anwer,

Muhammed A. Hassan,

Mahmoud A. Kassem

и другие.

Energy Conversion and Management, Год журнала: 2025, Номер 326, С. 119458 - 119458

Опубликована: Янв. 5, 2025

Язык: Английский

Процитировано

0

A quantitative study of virtual energy storage for rural heat pump heating system based on vehicle-to-home technology DOI
X. Y. Gao, Ran Li, Siqi Chen

и другие.

Next Energy, Год журнала: 2025, Номер 7, С. 100246 - 100246

Опубликована: Янв. 24, 2025

Язык: Английский

Процитировано

0

A modeling framework for integrating model predictive control into building design optimization DOI
Rui‐tang Guo, Dachuan Shi, Ying Liu

и другие.

Applied Energy, Год журнала: 2025, Номер 388, С. 125686 - 125686

Опубликована: Март 8, 2025

Язык: Английский

Процитировано

0

Self-triggered model predictive control for the thermal comfort and energy saving of office buildings DOI
Yanxin Li, Ning He, Lile He

и другие.

Energy, Год журнала: 2025, Номер unknown, С. 135822 - 135822

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

0

Development and implementation of a data-driven model predictive controller for hydronic floors: an experimental case study DOI

Grace Dhaliwal,

Burak Gunay,

Ian Beausoleil-Morrison

и другие.

Journal of Building Performance Simulation, Год журнала: 2025, Номер unknown, С. 1 - 18

Опубликована: Апрель 28, 2025

Язык: Английский

Процитировано

0

ANN-based model predictive control for optimizing space cooling management DOI Creative Commons
Giuseppe Aruta, Fabrizio Ascione, Nicola Bianco

и другие.

Energy, Год журнала: 2025, Номер unknown, С. 136469 - 136469

Опубликована: Май 1, 2025

Язык: Английский

Процитировано

0