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M. Stefanizzi; M. Stefanizzi
Harvested from ORCID Public Data FileM. Stefanizzi in OpenAIRE D. Filannino; D. Filannino
Harvested from ORCID Public Data FileD. Filannino in OpenAIRE G.D. Fiorese; G.D. Fiorese
Harvested from ORCID Public Data FileG.D. Fiorese in OpenAIRE M. Torresi; +1 AuthorsM. Torresi
Harvested from ORCID Public Data FileM. Torresi in OpenAIRE M. Stefanizzi; M. Stefanizzi
Harvested from ORCID Public Data FileM. Stefanizzi in OpenAIRE D. Filannino; D. Filannino
Harvested from ORCID Public Data FileD. Filannino in OpenAIRE G.D. Fiorese; G.D. Fiorese
Harvested from ORCID Public Data FileG.D. Fiorese in OpenAIRE M. Torresi; M. Torresi
Harvested from ORCID Public Data FileM. Torresi in OpenAIRE G. Balacco; G. Balacco
Harvested from ORCID Public Data FileG. Balacco in OpenAIRE0 citations 0 popularity Average influence Average impulse Average 
Powered by BIP!add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.<script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.apenergy.2024.124602&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eu 0 citations 0 popularity Average influence Average impulse Average Powered by BIP!add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.<script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.apenergy.2024.124322&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eu- UKRI| Flexibility from Cooling and Storage (Flex-Cool-Store) Pranaynil Saikia; Lloyd Corcoran; Carlos E. Ugalde-Loo; Muditha Abeysekera;
Pranaynil Saikia
Harvested from ORCID Public Data FilePranaynil Saikia in OpenAIRE0 citations 0 popularity Average influence Average impulse Average Powered by BIP!add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.<script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.apenergy.2024.124597&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eu - Zihao Wang;
Zihao Wang
Harvested from ORCID Public Data FileZihao Wang in OpenAIRE
Donghan Yu; Donghan Yu
Derived by OpenAIRE algorithms or harvested from 3rd party repositoriesDonghan Yu in OpenAIRE Zhe Wu; Zhe Wu
Derived by OpenAIRE algorithms or harvested from 3rd party repositoriesZhe Wu in OpenAIRENeural network-based optimization and control methods, often referred to as black-box approaches, are increasingly gaining attention in energy and manufacturing systems, particularly in situations where first-principles models are either unavailable or inaccurate. However, their non-convex nature significantly slows down the optimization and control processes, limiting their application in real-time decision-making processes. To address this challenge, we propose a novel Input Convex Long Short-Term Memory (IC-LSTM) network to enhance the computational efficiency of neural network-based optimization. Through two case studies employing real-time neural network-based optimization for optimizing energy and chemical systems, we demonstrate the superior performance of IC-LSTM-based optimization in terms of runtime. Specifically, in a real-time optimization problem of a real-world solar photovoltaic energy system at LHT Holdings in Singapore, IC-LSTM-based optimization achieved at least 4-fold speedup compared to conventional LSTM-based optimization. These results highlight the potential of IC-LSTM networks to significantly enhance the efficiency of neural network-based optimization and control in practical applications. Source code is available at https://github.com/killingbear999/ICLSTM. Applied Energy
2 citations 2 popularity Average influence Average impulse Average Powered by BIP!add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.<script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.apenergy.2024.124472&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eu 0 citations 0 popularity Average influence Average impulse Average Powered by BIP!add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.<script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.apenergy.2024.124499&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.<script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.apenergy.2024.124595&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eu- UKRI| DecarbonISation PAThways for Cooling and Heating (DISPATCH) ,UKRI| INTEGRATE: Integrating seasoNal Thermal storagE with multiple enerGy souRces to decArbonise Thermal Energy Lukas Franken; Andy Hackett;
Lukas Franken
Derived by OpenAIRE algorithms or harvested from 3rd party repositoriesLukas Franken in OpenAIRE Jesus Lizana; Iegor Riepin; +4 AuthorsJesus Lizana
Harvested from ORCID Public Data FileJesus Lizana in OpenAIRE Lukas Franken; Andy Hackett;Lukas Franken
Derived by OpenAIRE algorithms or harvested from 3rd party repositoriesLukas Franken in OpenAIRE Jesus Lizana; Iegor Riepin; Ryan Jenkinson;Jesus Lizana
Harvested from ORCID Public Data FileJesus Lizana in OpenAIRE Andrew Lyden; Lucy Yu;Andrew Lyden
Harvested from ORCID Public Data FileAndrew Lyden in OpenAIRE Daniel Friedrich; Daniel Friedrich
Harvested from ORCID Public Data FileDaniel Friedrich in OpenAIRE0 citations 0 popularity Average influence Average impulse Average Powered by BIP!add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.<script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/j.apenergy.2024.124522&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eu
