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Journal Articles

Evaluation of Clustering Techniques for Solar Irradiance Prediction for Optimal Design of Microgrids in Rural Communities

Luis A. Pesantes, Alicia A. Punin, Miguel A. Torres, Guillermo Soriano, Luis F. Ugarte, Jorge Aragundi

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. November 2024, 5(4): 041003.

Paper No: JESBC-24-1036

https://doi.org/10.1115/1.4067047

Published Online: November 14, 2024

View Article titled, Evaluation of Clustering Techniques for Solar Irradiance Prediction for Optimal Design of Microgrids in Rural Communities

Topics: Algorithms, Design, Microgrids, Solar energy, Optimization, Solar radiation

Journal Articles

Optimal Control of District Cooling Energy Plant With Reinforcement Learning and Model Predictive Control

Zhong Guo, Aditya Chaudhari, Austin R. Coffman, Prabir Barooah

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. February 2024, 5(1): 011002.

Paper No: JESBC-23-1032

https://doi.org/10.1115/1.4064023

Published Online: December 4, 2023

View Article titled, Optimal Control of District Cooling Energy Plant With Reinforcement Learning and Model Predictive Control

Topics: Control equipment, Cooling, Reinforcement learning, Simulation, Algorithms, Predictive control, Water, Optimal control

Journal Articles

Toward Sustainable Manufacturing Facilities: Utilization of Solar Energy for Efficient Scheduling of Manufacturing Processes

Mahdi Houchati, Fatima G. Alabtah, AbdlMonem H. Beitelmal, Marwan Khraisheh

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. August 2023, 4(3): 031002.

Paper No: JESBC-23-1012

https://doi.org/10.1115/1.4063212

Published Online: September 8, 2023

View Article titled, Toward Sustainable Manufacturing Facilities: Utilization of Solar Energy for Efficient Scheduling of Manufacturing Processes

Topics: Algorithms, Energy consumption, Manufacturing, Optimization, Production facilities, Solar energy, Sustainability, Solar radiation, Energy efficiency

Journal Articles

Energy Forecasting in Buildings Using Deep Neural Networks

Mariana Migliori, Hamidreza Najafi

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. August 2023, 4(3): 031004.

Paper No: JESBC-23-1027

https://doi.org/10.1115/1.4063213

Published Online: September 8, 2023

View Article titled, Energy Forecasting in Buildings Using Deep Neural Networks

Topics: Algorithms, Artificial neural networks, Energy consumption, Machine learning, Multilayer perceptron, Regression models, Structures, Testing, Filtration, Neural network models

Journal Articles

Moroccan Consumer Energy Consumption Itemsets and Inter-Appliance Associations Using Machine Learning Algorithms and Data Mining Techniques

Abdelfattah Abassi, Ahmed Arid, Hussain Benazza

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. February 2023, 4(1): 011004.

Paper No: JESBC-22-1020

https://doi.org/10.1115/1.4062113

Published Online: April 3, 2023

View Article titled, Moroccan Consumer Energy Consumption Itemsets and Inter-Appliance Associations Using Machine Learning Algorithms and Data Mining Techniques

Topics: Energy consumption, Algorithms, Data mining

Journal Articles

An Adaptive Model Predictive Control Scheme for Energy-Efficient Control of Building HVAC Systems

Tingting Zeng, Prabir Barooah

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. August 2021, 2(3): 031001.

Paper No: JESBC-21-1005

https://doi.org/10.1115/1.4051482

Published Online: June 28, 2021

View Article titled, An Adaptive Model Predictive Control Scheme for Energy-Efficient Control of Building HVAC Systems

Topics: Control equipment, HVAC equipment, Optimization, Predictive control, Simulation, Temperature, Control systems, Energy consumption, Approximation, Heat

Journal Articles

A Time-Series Rank Ordering Control System Data-Driven Fault Detection Approach for HVAC Systems in Buildings

James A. Shia, David M. Auslander

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. February 2021, 2(1): 011004.

Paper No: JESBC-20-1021

https://doi.org/10.1115/1.4049506

Published Online: February 1, 2021

View Article titled, A Time-Series Rank Ordering Control System Data-Driven Fault Detection Approach for HVAC Systems in Buildings

Topics: Control systems, Flaw detection, HVAC equipment, Time series, Algorithms, Stress, Heat

Journal Articles

Demand Side Management: Optimal Demand Response in Distribution Networks With Several Energy Retail Companies

Sebastián Montes de Oca, Pablo Monzón, Pablo Belzarena

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. May 2020, 1(2): 021006.

Paper No: JESBC-19-1113

https://doi.org/10.1115/1.4046959

Published Online: May 13, 2020

View Article titled, Demand Side Management: Optimal Demand Response in Distribution Networks With Several Energy Retail Companies

Topics: Energy storage, Flow (Dynamics), Optimization, Smart appliances, Stress, Retail marketing, Algorithms, Batteries

Journal Articles

Optimization of PV Cleaning Practices: Comparison Between Performance-Based and Periodic-Based Approaches

Rashed Abdulla Alhajeri, Bassam Abu-Hijleh

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. May 2020, 1(2): 021005.

Paper No: JESBC-19-1094

https://doi.org/10.1115/1.4046918

Published Online: April 27, 2020

View Article titled, Optimization of PV Cleaning Practices: Comparison Between Performance-Based and Periodic-Based Approaches

Topics: Dust, Optimization, Solar energy, Thin films, Water, Algorithms, Photovoltaics, Photovoltaic power systems, Simulation, Test facilities

Journal citation

NARROW

Evaluation of Clustering Techniques for Solar Irradiance Prediction for Optimal Design of Microgrids in Rural Communities

Optimal Control of District Cooling Energy Plant With Reinforcement Learning and Model Predictive Control

Toward Sustainable Manufacturing Facilities: Utilization of Solar Energy for Efficient Scheduling of Manufacturing Processes

Energy Forecasting in Buildings Using Deep Neural Networks

Moroccan Consumer Energy Consumption Itemsets and Inter-Appliance Associations Using Machine Learning Algorithms and Data Mining Techniques

An Adaptive Model Predictive Control Scheme for Energy-Efficient Control of Building HVAC Systems

A Time-Series Rank Ordering Control System Data-Driven Fault Detection Approach for HVAC Systems in Buildings

Demand Side Management: Optimal Demand Response in Distribution Networks With Several Energy Retail Companies

Optimization of PV Cleaning Practices: Comparison Between Performance-Based and Periodic-Based Approaches

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