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Distributionally robust optimization of home energy management system based on receding horizon optimization

Jidong WANG, Boyu CHEN, Peng LI, Yanbo CHE

Frontiers in Energy 2020, Volume 14, Issue 2,   Pages 254-266 doi: 10.1007/s11708-020-0665-4

Abstract: This paper investigates the scheduling strategy of schedulable load in home energy management system(HEMS) under uncertain environment by proposing a distributionally robust optimization (DRO) method basedFirst, the optimization model of HEMS, which contains uncertain variable outdoor temperature and hot

Keywords： distributionally robust optimization (DRO)     home energy management system (HEMS)     receding horizon optimization    

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A home energy management approach using decoupling value and policy in reinforcement learning

熊珞琳,唐漾,刘臣胜,毛帅,孟科,董朝阳,钱锋

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 9,   Pages 1261-1272 doi: 10.1631/FITEE.2200667

Abstract: popularity of electric vehicles and the flexibility of household appliances, it is feasible to dispatch energyin home energy systems under dynamic electricity prices to optimize electricity cost and comfort residentsIn this paper, a novel home energy management (HEM) approach is proposed based on a data-driven deepdriver’s experience, unexpected events, and traffic conditions is introduced to describe the dynamic energydemand of EVs in home energy systems.

Keywords： Home energy system     Electric vehicle     Reinforcement learning     Generalization    

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Energy efficiency of small buildings with smart cooling system in the summer

Yazdan DANESHVAR, Majid SABZEHPARVAR, Seyed Amir Hossein HASHEMI

Frontiers in Energy 2022, Volume 16, Issue 4,   Pages 651-660 doi: 10.1007/s11708-020-0699-7

Abstract: In this paper, a novel cooling control strategy as part of the smart energy system that can balance thermalcomfort against building energy consumption by using the sensing and machine programming technologyFor this goal, a general form of a building was coupled by the smart cooling system (SCS) and the consumptionof energy with thermal comfort cooling of persons simulated by using the EnergyPlus software and comparedThe result show that if an intelligent ventilation system that can calculate the thermal comfort temperature

Keywords： smart home     heating and cooling systems     saving energy     optimal consumption of energy    

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Energy storage resources management: Planning, operation, and business model

Frontiers of Engineering Management   Pages 373-391 doi: 10.1007/s42524-022-0194-4

Abstract: One of the feasible solutions is deploying the energy storage system (ESS) to integrate with the energysystem to stabilize it.characteristics of ESS, both the initial configuration process and the actual operation process require efficient managementThen, it explores operation management of ESS from the perspectives of state assessment and operationstorage and shared energy storage.

Keywords： energy storage system     energy storage resources management     planning configuration     operational management    

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Smart residential energy management system for demand response in buildings with energy storage devices

S. L. ARUN, M. P. SELVAN

Frontiers in Energy 2019, Volume 13, Issue 4,   Pages 715-730 doi: 10.1007/s11708-018-0538-2

Abstract: Demand side management (DSM) is one of such smart grid technologies which motivate end users to activelyNowadays, residential consumers are interested in energy storage devices such as battery to reduce powerIn this paper, the use of a smart residential energy management system (SREMS) is demonstrated at the

Keywords： smart grid     demand side management (DSM)     demand response (DR)     smart building     smart appliances     energy storage    

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Energy transition management towards a low-carbon world

Frontiers of Engineering Management 2022, Volume 9, Issue 3,   Pages 499-503 doi: 10.1007/s42524-022-0201-9

Keywords： energy transition     low-carbon technology     system modeling     transition path     emission reduction    

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IoT sensor-based BIM system for smart safety barriers of hazardous energy in petrochemical construction

Frontiers of Engineering Management 2022, Volume 9, Issue 1,   Pages 1-15 doi: 10.1007/s42524-021-0160-6

Abstract: The accidental release of hazardous energy is one of the causes of construction site accidents.Thus, this study proposes an Internet of Things (IoT) sensor-based building information modeling (BIM) systemIn this system, BIM is used to support the identification of on-site hazardous energy, whereas IoT isA hazardous energy isolation rule is defined to enable the system to generate a smart barrier on theThe related effects of the system on hazardous energy management are also presented in this work.

Keywords： IoT     BIM     smart safety barrier     hazardous energy management     petrochemical construction    

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Heterogeneous length-of-stay modeling of post-acute care residents in the nursing home with competing

Frontiers of Engineering Management   Pages 577-591 doi: 10.1007/s42524-022-0203-7

Abstract: ., community discharge and re/hospitalization) will allow NH management groups to stratify NH residentsThe developed analytics tools will allow NH management groups to identify the most at-risk residents

Keywords： nursing home     predictive analytics     individualized prediction     competing risks     health outcomes    

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Distributed energy management for networked microgrids in a three-phase unbalanced distribution network

Frontiers in Energy 2023, Volume 17, Issue 3,   Pages 446-446 doi: 10.1007/s11708-022-0851-7

Abstract: Existing literature on distributed energy management for networked microgrids generally neglects theTo solve this issue, this study sought to propose distributed energy management based on a three-phaseBased on the price signals received, the microgrid controllers (MCs) and distribution management systemOverall, the proposed distributed energy management coordinates microgrids, utility-owned DERs, responsiveThis distributed energy management method was further demonstrated through various case studies on a

Keywords： distributed optimization     energy management     networked microgrids     three-phase distribution network     distributed energy resources    

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Smart Grids with Intelligent Periphery: An Architecture for the Energy Internet Artical

Felix F. Wu,Pravin P. Varaiya,Ron S. Y. Hui

Engineering 2015, Volume 1, Issue 4,   Pages 436-446 doi: 10.15302/J-ENG-2015111

Abstract:

A future smart grid must fulfill the vision of the Energy Internet in which millions of people producetheir own energy from renewables in their homes, offices, and factories and share it with each otherElectric vehicles and local energy storage will be widely deployed.Internet technology will be utilized to transform the power grid into an energy-sharing inter-grid.The building blocks of GRIP architecture are called clusters and include an energy-management system

Keywords： smart grid     future grid     Energy Internet     energy-management system     integrating renewables     power system operation     power system control     distribution automation systems     demand-side management    

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Overview on key techniques of electric vehicle

Wang Dan,Xu Dan and Cao Binggang

Strategic Study of CAE 2013, Volume 15, Issue 1,   Pages 68-72

Abstract: the key techniques of electric vehicle from the aspects of driving motor, battery, battery managementsystem, motor control and energy recovery system.widely in the future along with the development of the key techniques on motor, battery and control system

Keywords： electric vehicle     motor     battery     energy management system     energy recovery system    

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Special issue: Transition management of energy systems towards carbon neutrality

Frontiers of Engineering Management 2022, Volume 9, Issue 3,   Pages 355-357 doi: 10.1007/s42524-022-0219-z

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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 energymanagement (BEM) research.Finally, five research directions are discussed: (1) the behavioral impact on BEM, (2) the integration managementof renewable energy, (3) security concerns of ML-BEM, (4) extension to other building life-cycle phases

Keywords： building energy management     machine learning     integrated framework     knowledge evolution    

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Synergetic Management Theory for Coal-Based Energy Engineering and the Engineering Practice of Shenhua

Wen Ling

Frontiers of Engineering Management 2016, Volume 3, Issue 1,   Pages 1-8 doi: 10.15302/J-FEM-2016005

Abstract: To deal with problems in synergetic development of coal-based energy engineering, this paper, guidedby the philosophy of engineering, proposes the synergetic management philosophy of “factors coordinationThe paper also establishes the synergetic management system characterized by systems factor synergy,resource-environment synergy and systems boundary extension and supported by the “two-wheel driven” managementIn addition, the paper presents a multi-objective dynamic optimization model for energy engineering,

Keywords： coal-based energy     engineering synergetic management     two-wheel driven innovation     Shenhua engineering    

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Xinjiang energy-based desert management project

Jishan HE

Frontiers of Engineering Management 2019, Volume 6, Issue 4,   Pages 587-591 doi: 10.1007/s42524-019-0075-7

Keywords： desert governance     comprehensive utilization of new energy     modern agriculture     the Belt and Road Initiative    

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Title Author Date Type Operation

Distributionally robust optimization of home energy management system based on receding horizon optimization

Jidong WANG, Boyu CHEN, Peng LI, Yanbo CHE

Journal Article

A home energy management approach using decoupling value and policy in reinforcement learning

熊珞琳,唐漾,刘臣胜,毛帅,孟科,董朝阳,钱锋

Journal Article

Energy efficiency of small buildings with smart cooling system in the summer

Yazdan DANESHVAR, Majid SABZEHPARVAR, Seyed Amir Hossein HASHEMI

Journal Article

Energy storage resources management: Planning, operation, and business model

Journal Article

Smart residential energy management system for demand response in buildings with energy storage devices

S. L. ARUN, M. P. SELVAN

Journal Article

Energy transition management towards a low-carbon world

Journal Article

IoT sensor-based BIM system for smart safety barriers of hazardous energy in petrochemical construction

Journal Article

Heterogeneous length-of-stay modeling of post-acute care residents in the nursing home with competing

Journal Article

Distributed energy management for networked microgrids in a three-phase unbalanced distribution network

Journal Article

Smart Grids with Intelligent Periphery: An Architecture for the Energy Internet

Felix F. Wu,Pravin P. Varaiya,Ron S. Y. Hui

Journal Article

Overview on key techniques of electric vehicle

Wang Dan,Xu Dan and Cao Binggang

Journal Article

Special issue: Transition management of energy systems towards carbon neutrality

Journal Article

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

Journal Article

Synergetic Management Theory for Coal-Based Energy Engineering and the Engineering Practice of Shenhua

Wen Ling

Journal Article

Xinjiang energy-based desert management project

Jishan HE

Journal Article