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Machine Learning and Data-Driven Techniques for the Control of Smart Power Generation Systems: An Uncertainty Review

Li Sun, Fengqi You

Engineering 2021, Volume 7, Issue 9,   Pages 1239-1247 doi: 10.1016/j.eng.2021.04.020

Abstract:

Due to growing concerns regarding climate change and environmental protection, smart power generationhas become essential for the economical and safe operation of both conventional thermal power plantsapplications of ML and DDC at the level of monitoring, control, optimization, and fault detection of powergeneration systems, with a particular focus on uncovering how these methods can function in evaluatingA holistic view is provided on the control techniques of smart power generation, from the regulation

Keywords： Smart power generation     Machine learning     Data-driven control     Systems engineering    

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Studies on advanced water-cooled reactors beyond generation III for power generation

CHENG Xu

Frontiers in Energy 2007, Volume 1, Issue 2,   Pages 141-149 doi: 10.1007/s11708-007-0018-6

Abstract: China s ambitious nuclear power program motivates the country s nuclear community to develop advancedreactor concepts beyond generation III to ensure a long-term, stable, and sustainable development ofnuclear power.generation.It is a logical extension of the generation III PWR technology in China.

Keywords： Chinese situation     selection     generation     water-cooled     feasibility    

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Significant potential of Solid Oxide Fuel Cell systems for distributed power generation and carbon neutrality

Frontiers in Energy 2022, Volume 16, Issue 6,   Pages 879-882 doi: 10.1007/s11708-022-0850-8

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Integrated benefits of power generation by straw biomass —A case study on the Sheyang Straw Power Plants

Xiaoshun LI , Futian QU , Dongmei JIANG , Peixin ZHU ,

Frontiers of Environmental Science & Engineering 2009, Volume 3, Issue 3,   Pages 348-353 doi: 10.1007/s11783-009-0026-3

Abstract: Power generation using straw biomass has quantifiable benefits from an economic, ecological, and sociologicalThe results indicated that a straw power plant with the capacity of 2.50×10 W and burning1.23×10 tons of cotton straw could annually supply 1.40×10 kWh of power.The policy implication showed that the long-term integrated benefits of power generation by straw biomassThis is the main incentive to use straw biomass for power generation in the future.

Keywords： straw biomass resources     power generation     renewable energy     Sheyang county    

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Will Germany move into a situation with unsecured power supply?

Harald SCHWARZ

Frontiers in Energy 2019, Volume 13, Issue 3,   Pages 551-570 doi: 10.1007/s11708-019-0641-z

Abstract: generation is nearly constant for the past 20 years, even a renewable generation capacity of 112 GWgeneration capacity of about 10 GW has to be switched off in 2022.plants, so that Germany should reduce its conventional generation capacity by 22.5 GW in 2022. ② Untilphotovoltaic, this paper will describe the negligible contribution of these sources to the secured generationcapacity, which will be needed for a reliable power supply.

Keywords： CO2 reduction     mobility sector     renewable generation     coal commission     secured power generationcapacity     reliable power supply     power-to-gas     power-to-heat    

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Evaluation of the power-generation capacity of wearable thermoelectric power generator

Yang YANG, Jing LIU,

Frontiers in Energy 2010, Volume 4, Issue 3,   Pages 346-357 doi: 10.1007/s11708-010-0112-z

Abstract: heat dissipating from the human body through the skin surface is a promising way to supply electronic powerthe temperature difference between the environment and the human body, and complete elimination of powerWe evaluate the energy generation capacity of a wearable TEG subject to various conditions based on biologicalThe numerical simulation provides a good overview of the electricity generation capability of the TEG

Keywords： thermal energy harvester     thermoelectric generator     biological heat transfer     power generating capacity    

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Enhancing power generation of piezoelectric bimorph device through geometrical optimization

Action NECHIBVUTE,Albert CHAWANDA,Pearson LUHANGA

Frontiers in Energy 2015, Volume 9, Issue 2,   Pages 246-246 doi: 10.1007/s11708-015-0360-z

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Research on three kinds of wind power utilization mode

Kong Xiangwei and Gu Weidong

Strategic Study of CAE 2015, Volume 17, Issue 3,   Pages 20-23

Abstract: use of wind power，and detailedly elaborates the non-grid-connected wind power theory，discusses the?wind power and other renewable energy through the multi energy cooperative power supply applied to highthe relationship between distributed generation and non-grid-connected wind power theory.As distributed generations is a form of non-grid-connected wind power，the non-grid-connected wind powerpower system will build a perfect framework of power system.

Keywords： non-grid-connected；multi-energy synergistic；distributed generation；smart load    

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Optimal placement of PMUs for the smart grid implementation in Indian power grid—A case study

Pathirikkat GOPAKUMAR, G. Surya CHANDRA, M. Jaya Bharata REDDY, Dusmata Kumar MOHANTA

Frontiers in Energy 2013, Volume 7, Issue 3,   Pages 358-372 doi: 10.1007/s11708-013-0257-7

Abstract: The concept of smart grid (SG) can provide a highly reliable power system with optimized utilizationThe present Indian power grid requires revolutionary changes to meet the growing demands and to makeOne of the important requirements for SG is the instantaneous monitoring of the voltage, current and powerThe traditional monitoring system cannot satisfy this requirement since they are based on nonlinear powerThis paper proposes the optimal geographical locations for the PMUs in southern region Indian power grid

Keywords： phasor measurement units (PMUs)     smart grid (SG)     southern region Indian power grid (SRIPG)     integer linear    

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Innovation and Development Strategies of China’s New-Generation Smart Vehicles Based on 4S Integration

Liu Zongwei, Song Haokun, Hao Han, Zhao Fuquan

Strategic Study of CAE 2021, Volume 23, Issue 3,   Pages 153-162 doi: 10.15302/J-SSCAE-2021.03.019

Abstract:

The new-generation smart vehicles are intelligent network terminals thatintegrate smart vehicle, smart transportation, smart city, and smart energy (i.e., 4S integration).integration, determine the technology path for the innovative development of the new-generation smartThe new-generation smart vehicles based on 4S integration is an upgrade of smart vehicles in terms ofTo establish the technology system of the new-generation smart vehicles based on 4S integration, the

Keywords： new-generation smart vehicles     smart transportation     smart city     smart energy     4S integration     vehicle    

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Thermo-economic analysis of a direct supercritical CO electric power generation system using geothermal

Frontiers in Energy 2022, Volume 16, Issue 2,   Pages 246-262 doi: 10.1007/s11708-021-0749-9

Abstract: geothermal heat mining system and a direct supercritical CO2 turbine expansion electric powergeneration system was proposed in this paper.It was found that for a 100 MWe power plant, a minimal LCOE of $0.177/kWh was achieved forsub> sequestration credit is $1.00/t, an LCOE breakeven point compared to a conventional geothermal powerplant is achieved and a breakpoint for generating electric power generation at no cost was achieved

Keywords： geothermal heat mining     supercritical CO2     power generation     thermo-economic analysis     optimization    

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A comprehensive energy solution for households employing a micro combined cooling, heating and powergeneration system

Huayi ZHANG, Can ZHANG, Fushuan WEN, Yan XU

Frontiers in Energy 2018, Volume 12, Issue 4,   Pages 582-590 doi: 10.1007/s11708-018-0592-9

Abstract:

In recent years, micro combined cooling, heating and power generation (mCCHP) systems have attracted

Keywords： energy hub     micro combined cooling     heating and power generation (mCCHP)     thermal comfort     robust optimization    

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A review of cryogenic power generation cycles with liquefied natural gas cold energy utilization

Feier XUE,Yu CHEN,Yonglin JU

Frontiers in Energy 2016, Volume 10, Issue 3,   Pages 363-374 doi: 10.1007/s11708-016-0397-7

Abstract: In the present paper, the existing power generation cycles utilizing LNG cold energy are introduced andThe direction of cycle improvement can be divided into the key factors affecting basic power generationIn the present paper, the diversities of cryogenic power generation cycles utilizing LNG cold energy

Keywords： liquefied natural gas (LNG) cold energy     power generation cycle     Rankine cycle     compound cycle    

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RETRACTED ARTICLE: Using a Newton-type technique for smart meters estimation frequency of electric power

Tanveer AHMAD,Qadeer UI HASAN

Frontiers in Energy 2016, Volume 10, Issue 4,   Pages 489-489 doi: 10.1007/s11708-016-0395-9

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Impacts of solar multiple on the performance of direct steam generation solar power tower plant with

Yan LUO, Xiaoze DU, Lijun YANG, Chao XU, Muhammad AMJAD

Frontiers in Energy 2017, Volume 11, Issue 4,   Pages 461-471 doi: 10.1007/s11708-017-0503-5

Abstract: thermal storage capacity are two key design parameters for revealing the performance of direct steam generation(DSG) solar power tower plant.capacity can be optimized to obtain the minimum levelized cost of electricity (LCOE) by adjusting the powergeneration output.generation unit.

Keywords： direct steam generation     solar power tower     solar multiple     thermal energy storage capacity     levelized cost    

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Title Author Date Type Operation

Machine Learning and Data-Driven Techniques for the Control of Smart Power Generation Systems: An Uncertainty

Li Sun, Fengqi You

Journal Article

Studies on advanced water-cooled reactors beyond generation III for power generation

CHENG Xu

Journal Article

Significant potential of Solid Oxide Fuel Cell systems for distributed power generation and carbon neutrality

Journal Article

Integrated benefits of power generation by straw biomass —A case study on the Sheyang Straw Power Plants

Xiaoshun LI , Futian QU , Dongmei JIANG , Peixin ZHU ,

Journal Article

Will Germany move into a situation with unsecured power supply?

Harald SCHWARZ

Journal Article

Evaluation of the power-generation capacity of wearable thermoelectric power generator

Yang YANG, Jing LIU,

Journal Article

Enhancing power generation of piezoelectric bimorph device through geometrical optimization

Action NECHIBVUTE,Albert CHAWANDA,Pearson LUHANGA

Journal Article

Research on three kinds of wind power utilization mode

Kong Xiangwei and Gu Weidong

Journal Article

Optimal placement of PMUs for the smart grid implementation in Indian power grid—A case study

Pathirikkat GOPAKUMAR, G. Surya CHANDRA, M. Jaya Bharata REDDY, Dusmata Kumar MOHANTA

Journal Article

Innovation and Development Strategies of China’s New-Generation Smart Vehicles Based on 4S Integration

Liu Zongwei, Song Haokun, Hao Han, Zhao Fuquan

Journal Article

Thermo-economic analysis of a direct supercritical CO electric power generation system using geothermal

Journal Article

A comprehensive energy solution for households employing a micro combined cooling, heating and powergeneration system

Huayi ZHANG, Can ZHANG, Fushuan WEN, Yan XU

Journal Article

A review of cryogenic power generation cycles with liquefied natural gas cold energy utilization

Feier XUE,Yu CHEN,Yonglin JU

Journal Article

RETRACTED ARTICLE: Using a Newton-type technique for smart meters estimation frequency of electric power

Tanveer AHMAD,Qadeer UI HASAN

Journal Article

Impacts of solar multiple on the performance of direct steam generation solar power tower plant with

Yan LUO, Xiaoze DU, Lijun YANG, Chao XU, Muhammad AMJAD

Journal Article