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

Negin Alisoltani,

Elyes Nefzaoui, Latifa Oukhellou

et al.

Published: Jan. 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.

Language: Английский

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

et al.

Applied Energy, Journal Year: 2024, Volume and Issue: 371, P. 123652 - 123652

Published: June 12, 2024

Language: Английский

Citations

10

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

et al.

Energy and Buildings, Journal Year: 2024, Volume and Issue: 316, P. 114321 - 114321

Published: May 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.

Language: Английский

Citations

8

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

et al.

Energy Conversion and Management, Journal Year: 2025, Volume and Issue: 326, P. 119458 - 119458

Published: Jan. 5, 2025

Language: Английский

Citations

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

et al.

Next Energy, Journal Year: 2025, Volume and Issue: 7, P. 100246 - 100246

Published: Jan. 24, 2025

Language: Английский

Citations

0

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

et al.

Energy and Buildings, Journal Year: 2025, Volume and Issue: 332, P. 115388 - 115388

Published: Jan. 31, 2025

Language: Английский

Citations

0

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

et al.

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 135421 - 135421

Published: March 1, 2025

Language: Английский

Citations

0

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

et al.

Applied Energy, Journal Year: 2025, Volume and Issue: 388, P. 125686 - 125686

Published: March 8, 2025

Language: Английский

Citations

0

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

et al.

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 135822 - 135822

Published: April 1, 2025

Language: Английский

Citations

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

et al.

Journal of Building Performance Simulation, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 18

Published: April 28, 2025

Language: Английский

Citations

0

Impact of dataset sampling period on building thermal models used for flexibility activation DOI
Arash Erfani, Tohid Jafarinejad, Staf Roels

et al.

Building and Environment, Journal Year: 2024, Volume and Issue: 262, P. 111775 - 111775

Published: June 24, 2024

Language: Английский

Citations

1