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Machine learning in building energy management: A critical review and future directions

Frontiers of Engineering Management 2022, Volume 9, Issue 2,   Pages 239-256 doi: 10.1007/s42524-021-0181-1

Abstract: Over the past two decades, machine learning (ML) has elicited increasing attention in building energythis gap by reviewing the ML-BEM papers to ascertain the status of this research area and identify futurecycle model, this paper analyzes the current development status of ML-BEM and tries to predict its futuredirections are discussed: (1) the behavioral impact on BEM, (2) the integration management of renewable energyThe findings of this study are believed to provide useful references for future research on ML-BEM.

Keywords： building energy management     machine learning     integrated framework     knowledge evolution    

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Energy and environment in Chinese rural housing: Current status and future perspective

Xudong YANG, Yi JIANG, Ming YANG, Ming SHAN,

Frontiers in Energy 2010, Volume 4, Issue 1,   Pages 35-46 doi: 10.1007/s11708-010-0001-5

Abstract: A large scale national survey of energy consumption and indoor environment quality of China’s ruralThe survey data indicate that excessive building energy consumption and poor indoor environment poseStrategies for sustainable and environmentally appropriate energy development in rural areas are recommendedwith an example of the “Zero-Coal, Low Energy Village”.

Keywords： rural energy     energy-saving     sustainability    

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A road-map for energy-neutral wastewater treatment plants of the future based on compact technologies

Hallvard Ødegaard

Frontiers of Environmental Science & Engineering 2016, Volume 10, Issue 4, doi: 10.1007/s11783-016-0835-0

Abstract: In the paper concepts for wastewater treatment of the future are discussed by the use of a) one flowThe example flow diagrams show plant concepts that a) minimize energy consumption by using compact biologicalThe treatment plant of the future should produce a water quality (for instance bathing water quality)In the paper concepts for domestic wastewater treatment plants of the future are discussed by the useThe treatment plant of the future should produce a water quality (for instance bathing water quality)

Keywords： China concept WWTP     Energy-neutrality     De-ammonification     moving bed biofilm reactor (MBBR)    

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Gas Hydrate: A New Future Energy

Jin Qinghuan

Strategic Study of CAE 2000, Volume 2, Issue 11,   Pages 29-34

Abstract: The reserve resources of petrolem and natural gas, may exist at most several decades in the future.Thus the scientists have regard gas hydrate as a new future energy.

Keywords： gas hydrate     future energy     Slope in Northern South China Sea    

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Motion control of multi-actuator hydraulic systems for mobile machineries: Recent advancements and future

Bing XU, Min CHENG

Frontiers of Mechanical Engineering 2018, Volume 13, Issue 2,   Pages 151-166 doi: 10.1007/s11465-018-0470-5

Abstract: Recent advancements in energy-saving hydraulic technologies, such as individual metering, displacementThe impact of energy-saving hydraulic technologies on dynamic performance and control solutions are alsoopportunities of advanced motion control technologies are presented by providing an overall consideration of energy

Keywords： motion control     electrohydraulic control     energy efficiency     mobile machineries    

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Reliability evaluation of future photovoltaic systems with smart operation strategy

Amir AHADI,Hosein HAYATI,Seyed Mohsen MIRYOUSEFI AVAL

Frontiers in Energy 2016, Volume 10, Issue 2,   Pages 125-135 doi: 10.1007/s11708-015-0392-4

Abstract: This paper investigates a new operation strategy for photovoltaic (PV) systems, which improves the overall reliability of the system as a result of the improvement in the reliability of the critical components. First, a mathematical model is proposed using the fault tree analysis (FTA) to estimate the reliability of the PV systems in order to find the suitable maintenance strategies. The implementations demonstrate that it is essential to employ smart maintenance plans and monitor the identified most critical components of PV systems. Then, an innovative analytical method based on the Markov process is presented to model smart operation plans in PV systems. The impact of smart operation strategy on the PV systems is then evaluated. The objective of this paper is to develop plans for improving the reliability of PV systems. A series of case studies have been conducted to demonstrate the importance of smart operation strategies for PV systems as well as the applicability and feasibility of the proposed method.

Keywords： smart operation strategy     renewable energy     fault tree analysis (FTA)     Markov model    

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Chemical Looping Clean Energy Technology Toward a Low-Carbon Future

Zhuo Cheng, Anuj Joshi, Liang-Shih Fa

Engineering 2023, Volume 29, Issue 10,   Pages 42-44 doi: 10.1016/j.eng.2023.08.008

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The Contribution of Solar Energy Technology to Reduction of CO2 Emissions in Future in China

Zhao Yuwen

Strategic Study of CAE 2003, Volume 5, Issue 4,   Pages 38-40

Abstract:

The effect of solar energy technology on the reduction of CO2 emissions in future in Chinais estimated based on“The strategic study of alternative energy development in China” .Theresults show that solar energy technology will have an appreciable effect after 2010, and a remarkable

Keywords： solar energy     reduction of CO2 emissions    

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The Vision of France, Germany, and the European Union on Future Hydrogen Energy Research and Innovation

Fermin Cuevas, Junxian Zhang, Michel Latroche

Engineering 2021, Volume 7, Issue 6,   Pages 715-718 doi: 10.1016/j.eng.2021.04.010

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Past in review and future plans

Yi QIAN

Frontiers of Environmental Science & Engineering 2009, Volume 3, Issue 1,   Pages 2-11 doi: 10.1007/s11783-009-0002-y

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The Future of Nuclear Energy Relies on Integrated Reactor Development Processes Views & Comments

Hervé Machenaud

Engineering 2016, Volume 2, Issue 1,   Pages 55-58 doi: 10.1016/J.ENG.2016.01.021

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Future Perspective for Key Technologies of Motor Drive System of New Energy Vehicles

Ding Rongjun, Liu Kan

Strategic Study of CAE 2019, Volume 21, Issue 3,   Pages 56-60 doi: 10.15302/J-SSCAE-2019.03.018

Abstract: ">This study investigates key technologies and development trends for the motor drive system of new energypoints out that permanent magnet synchronous motors will remain the main-stream drive motors in the new energyexisting in drive motor development, which could offer a reference for the technology development of new energy

Keywords： new energy vehicle     motor drive system     permanent magnet synchronous motor    

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Hexavalent chromium in drinking water: Chemistry, challenges and future outlook on Sn(II)- and photocatalyst-based

Haizhou Liu, Xuejun Yu

Frontiers of Environmental Science & Engineering 2020, Volume 14, Issue 5, doi: 10.1007/s11783-020-1267-4

Abstract: application of stannous tin or electron-releasing titanium dioxide photocatalyst hold extreme promise in the futureof drinking water treatment plant, and promote the socioeconomic drivers for Cr(VI) control in the future

Keywords： Chromium     Chemistry     Treatment     Future outlook    

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Present situation and future prospects of vending machine

Yu Shiming,Chao Yuelei,Miu Renjiang

Strategic Study of CAE 2008, Volume 10, Issue 7,   Pages 51-56

Abstract: developed into a wider and more convenient network platform of M-commerce, as well as it can save more energy

Keywords： vending machine     M-commerce     energy-saving     social influence    

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Innovation, practical benefits and prospects for the future development of automatic milking systems

Hongzhe JIANG,Wei WANG,Chunyang LI,Wei WANG

Frontiers of Agricultural Science and Engineering 2017, Volume 4, Issue 1,   Pages 37-47 doi: 10.15302/J-FASE-2016117

Abstract: Automatic milking systems (AMS) were designed to replace existing, labor-intensive machine milking and are an area of rapid development in modern dairy farming. The popularity of AMS lies in the convenience of management, decreasing workloads and the consistency of milking compared with non-automated machine milking. Nevertheless, this innovation has not been reviewed comprehensively and the practical benefits of AMS are still unclear. This review gives a brief overview of the historical development of milking machines and the workflow process of state-of-the-art AMS. In addition, a series of comparisons between AMS and current milking machines are made with respect to labor savings, quality parameters, udder health, herd behavior and mastitis detection and are summarized on the basis of relevant studies to show the benefits of the technological changes achieved by AMS. Finally, this review addresses several deficiencies in the technology and procedures of current AMS that need to be improved and also assesses recent advances in milking techniques with a particular focus on their potential for application in AMS.

Keywords： automatic milking systems (AMS)     innovation     milking machine     practical effect     future prospects    

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Title Author Date Type Operation

Machine learning in building energy management: A critical review and future directions

Journal Article

Energy and environment in Chinese rural housing: Current status and future perspective

Xudong YANG, Yi JIANG, Ming YANG, Ming SHAN,

Journal Article

A road-map for energy-neutral wastewater treatment plants of the future based on compact technologies

Hallvard Ødegaard

Journal Article

Gas Hydrate: A New Future Energy

Jin Qinghuan

Journal Article

Motion control of multi-actuator hydraulic systems for mobile machineries: Recent advancements and future

Bing XU, Min CHENG

Journal Article

Reliability evaluation of future photovoltaic systems with smart operation strategy

Amir AHADI,Hosein HAYATI,Seyed Mohsen MIRYOUSEFI AVAL

Journal Article

Chemical Looping Clean Energy Technology Toward a Low-Carbon Future

Zhuo Cheng, Anuj Joshi, Liang-Shih Fa

Journal Article

The Contribution of Solar Energy Technology to Reduction of CO2 Emissions in Future in China

Zhao Yuwen

Journal Article

The Vision of France, Germany, and the European Union on Future Hydrogen Energy Research and Innovation

Fermin Cuevas, Junxian Zhang, Michel Latroche

Journal Article

Past in review and future plans

Yi QIAN

Journal Article

The Future of Nuclear Energy Relies on Integrated Reactor Development Processes

Hervé Machenaud

Journal Article

Future Perspective for Key Technologies of Motor Drive System of New Energy Vehicles

Ding Rongjun, Liu Kan

Journal Article

Hexavalent chromium in drinking water: Chemistry, challenges and future outlook on Sn(II)- and photocatalyst-based

Haizhou Liu, Xuejun Yu

Journal Article

Present situation and future prospects of vending machine

Yu Shiming,Chao Yuelei,Miu Renjiang

Journal Article

Innovation, practical benefits and prospects for the future development of automatic milking systems

Hongzhe JIANG,Wei WANG,Chunyang LI,Wei WANG

Journal Article