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A predictive and adaptive control strategy to optimize the management of integrated energy systems in buildings

Energy reports, 2022-11, Vol.8, p.1550-1567

2022

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Online Implementation of a Soft Actor-Critic Agent to Enhance Indoor Temperature Control and Energy Efficiency in Buildings

Energies (Basel), 2021-02, Vol.14 (4), p.997

2021

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An innovative heterogeneous transfer learning framework to enhance the scalability of deep reinforcement learning controllers in buildings with integrated energy systems

Building simulation, 2024, Vol.17 (5), p.739-770

2024

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Deep reinforcement learning to optimise indoor temperature control and heating energy consumption in buildings

Energy and buildings, 2020-10, Vol.224, p.110225, Article 110225

2020

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Recognition and classification of typical load profiles in buildings with non-intrusive learning approach

Applied energy, 2019-12, Vol.255, p.113727, Article 113727

2019

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Comparison of online and offline deep reinforcement learning with model predictive control for thermal energy management

Automation in construction, 2022-03, Vol.135, p.104128, Article 104128

2022

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Effective pre-training of a deep reinforcement learning agent by means of long short-term memory models for thermal energy management in buildings

Energy conversion and management, 2023-09, Vol.291, p.117303, Article 117303

2023

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Online transfer learning strategy for enhancing the scalability and deployment of deep reinforcement learning control in smart buildings

Applied energy, 2023-03, Vol.333, p.120598, Article 120598

2023

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Mining typical load profiles in buildings to support energy management in the smart city context

Energy procedia, 2017, Vol.134, p.865-874

2017

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A data analytics-based tool for the detection and diagnosis of anomalous daily energy patterns in buildings

Building simulation, 2021-02, Vol.14 (1), p.131-147

2021

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Real building implementation of a deep reinforcement learning controller to enhance energy efficiency and indoor temperature control

Applied energy, 2024-08, Vol.368, p.123447, Article 123447

2024

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Ten questions concerning reinforcement learning for building energy management

Building and environment, 2023-08, Vol.241, p.110435, Article 110435

2023

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Energy Management of a Residential Heating System Through Deep Reinforcement Learning

Sustainability in Energy and Buildings 2021, 2021, Vol.263, p.329-339

2021

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Measuring sustainable development goals: an application of modern portfolio theory on sustainability systems

Clean technologies and environmental policy, 2020-05, Vol.22 (4), p.803-815

2020

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Magnetic Resonance Enterography Reinvented: Exploring the Potential of a New Natural Beverage as an Alternative to Polyethylene Glycol Solution

Gastroenterology insights, 2023-08, Vol.14 (3), p.318-326

2023

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Comparative Effects of Glucose-Lowering Medications on Kidney Outcomes in Type 2 Diabetes: The GRADE Randomized Clinical Trial

JAMA internal medicine, 2023-07, Vol.183 (7), p.705

2023

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Selecting portfolios for composite indexes: application of Modern Portfolio Theory to competitiveness

Clean technologies and environmental policy, 2017-12, Vol.19 (10), p.2443-2453

2017

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Model framework to construct a single aggregate sustainability indicator: an application to the biodiesel supply chain

Clean technologies and environmental policy, 2015-10, Vol.17 (7), p.1963-1973

2015

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Association of Baseline Characteristics With Insulin Sensitivity and β-Cell Function in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness (GRADE) Study Cohort

Diabetes care, 2021-02, Vol.44 (2), p.340-349

2021

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A canonical correlation analysis of the relationship between sustainability and competitiveness

Clean technologies and environmental policy, 2014-12, Vol.16 (8), p.1735-1746

2014

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Introducing measurement science into sustainability systems

Clean Technologies and Environmental Policy, 2016-02, Vol.18 (2), p.359-371

2016

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Application of the GUM approach to estimate uncertainty in measurements of sustainability systems

Clean technologies and environmental policy, 2016-02, Vol.18 (2), p.493-505

2016

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Habitual fish intake and clinically silent carotid atherosclerosis

Nutrition journal, 2014-01, Vol.13 (1), p.2-2, Article 2

2014

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Clinical insights and prognostic factors from an advanced biliary tract cancer case series: a real-world analysis

Journal of chemotherapy (Florence), 2022-02, Vol.34 (2), p.123-132

2022

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Durvalumab Plus Gemcitabine and Cisplatin Versus Gemcitabine and Cisplatin in Biliary Tract Cancer: a Real-World Retrospective, Multicenter Study

Targeted oncology, 2024-05, Vol.19 (3), p.359-370

2024

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A predictive and adaptive control strategy to optimize the management of integrated energy systems in buildings

Online Implementation of a Soft Actor-Critic Agent to Enhance Indoor Temperature Control and Energy Efficiency in Buildings

An innovative heterogeneous transfer learning framework to enhance the scalability of deep reinforcement learning controllers in buildings with integrated energy systems

Deep reinforcement learning to optimise indoor temperature control and heating energy consumption in buildings

Recognition and classification of typical load profiles in buildings with non-intrusive learning approach

Comparison of online and offline deep reinforcement learning with model predictive control for thermal energy management

Effective pre-training of a deep reinforcement learning agent by means of long short-term memory models for thermal energy management in buildings

Online transfer learning strategy for enhancing the scalability and deployment of deep reinforcement learning control in smart buildings

Mining typical load profiles in buildings to support energy management in the smart city context

A data analytics-based tool for the detection and diagnosis of anomalous daily energy patterns in buildings

Real building implementation of a deep reinforcement learning controller to enhance energy efficiency and indoor temperature control

Ten questions concerning reinforcement learning for building energy management

Energy Management of a Residential Heating System Through Deep Reinforcement Learning

Measuring sustainable development goals: an application of modern portfolio theory on sustainability systems

Magnetic Resonance Enterography Reinvented: Exploring the Potential of a New Natural Beverage as an Alternative to Polyethylene Glycol Solution

Comparative Effects of Glucose-Lowering Medications on Kidney Outcomes in Type 2 Diabetes: The GRADE Randomized Clinical Trial

Selecting portfolios for composite indexes: application of Modern Portfolio Theory to competitiveness

Model framework to construct a single aggregate sustainability indicator: an application to the biodiesel supply chain

Association of Baseline Characteristics With Insulin Sensitivity and β-Cell Function in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness (GRADE) Study Cohort

A canonical correlation analysis of the relationship between sustainability and competitiveness

Introducing measurement science into sustainability systems

Application of the GUM approach to estimate uncertainty in measurements of sustainability systems

Habitual fish intake and clinically silent carotid atherosclerosis

Clinical insights and prognostic factors from an advanced biliary tract cancer case series: a real-world analysis

Durvalumab Plus Gemcitabine and Cisplatin Versus Gemcitabine and Cisplatin in Biliary Tract Cancer: a Real-World Retrospective, Multicenter Study

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