China has great potential in developing itspetroleum and natural gas industries,said Vice-Minister Zhang Guobao in charge of the National De-velopment and Reform Commission(NDRC).
This paper proposes a probabilistic energy and reserve co-dispatch(PERD) model to address the strong uncertainties in high-renewable power systems. The expected costs of potential renewable energy curtailment/load she...This paper proposes a probabilistic energy and reserve co-dispatch(PERD) model to address the strong uncertainties in high-renewable power systems. The expected costs of potential renewable energy curtailment/load shedding are fully considered in this model, which avoids insufficient or excessive emergency control capacity to produce more economical reserve decisions than conventional chance-constrained dispatch methods. Furthermore, an analytical reformulation approach of PERD is proposed to make it tractable. We firstly develop an approximation technique with high precision to convert the integral terms in objective functions into analytical ones. Then, the calculation of probabilistic constraints is equivalently transformed into an unconstrained optimization problem by introducing value-at-risk(Va R) representation. Specifically, the Va R formulas can be computed by a computationally-cheap dichotomy search algorithm. Finally, the PERD model is transformed into a convex problem, which can be solved reliably and efficiently using off-the-shelf solvers. Case studies are performed on IEEE test systems and real provincial power grids in China to illustrate the scalability and efficiency of the proposed method.展开更多
The increasing penetration of renewable energy sources introduces higher requirements for the operation flexibility of transmission system(TS) and connected active distribution systems(DSs). This paper presents an eff...The increasing penetration of renewable energy sources introduces higher requirements for the operation flexibility of transmission system(TS) and connected active distribution systems(DSs). This paper presents an efficient distributed framework for the TS and DSs to work cooperatively yet independently. In addition to conventional power interaction, upward and downward reserve capacities are exchanged to form the feasible access regions at the boundaries that apply to different system operation situations. A distributed robust energy and reserve dispatch approach is proposed under this framework. The approach utilizes the supply-and demand-side resources in different systems to handle various uncertainties and improve overall efficiency and reliability. In particular, integrated as aggregated virtual energy storage(AVES) devices, air-conditioning loads are incorporated into the optimal dispatch. In addition, a reserve model with charging/discharging-state elasticity is developed for AVESs to enhance system flexibility and provide additional reserve support. Different cases are compared to verify the effectiveness and superiority of the proposed approach.展开更多
Continued expansion of the power grid and the increasing proportion of wind power centralized integration leads to requirements in sharing both energy and reserves among multiple areas under a hierarchical control str...Continued expansion of the power grid and the increasing proportion of wind power centralized integration leads to requirements in sharing both energy and reserves among multiple areas under a hierarchical control structure,which successively requires a correction between schedule plans within multi-time scale.In order to address this problem,this paper develops an information integration method integrating complicated relationships among fuel cost,total thermal power output,reserve capacity,owned reserves and expectations of load shedding and wind curtailment,into three types of time-related relationship curves・Furthermore,a multi-time scale tieline energy and reserves allocation model is proposed,which contains two levels in the control structure,two time scales in dispatch sequence and multiple areas integrated within wind farms as scheduling objects・The efficiency of the proposed method is tested in a 9-bus test system and IEEE 118-bus system.The results show that a cross-regional control center is able to approach the optimal scheduling results of the whole system with the integrated uploaded relationship curves.The proposed model not only relieves energy and reserve shortages in partial areas but also allocates them to more urgent need areas in a high effectivity manner in both day-ahead and intraday time scales.展开更多
In recent decades,solar collector and heat pump combinations have been widely applied to supply heat and hot water,such as in heat supply and power generation for domestic and commercial buildings and relevant applica...In recent decades,solar collector and heat pump combinations have been widely applied to supply heat and hot water,such as in heat supply and power generation for domestic and commercial buildings and relevant applications in the manufacturing and agricultural industries.However,the solar-assisted heat pumps already in extensive use may undergo system performance deterioration in a cold environment.To solve this problem,we designed a heat pump system assisted with hot water where a water medium was used to store energy to assist the operation of the heat pump at low temperatures.Three factors were comprehensively considered:the opening degree of the electronic expansion valve,the temperature of the low-temperature heat source,and the auxiliary hot water temperature.Crossover experiments were designed with three levels for each factor,and 36 groups of experiments were carried out.The results showed that as the auxiliary hot water temperature increased,the heating capacity and the coefficient of performance also increased.Thus,the overall working efficiency of the system improved.According to the orthogonal test,the most important influencing factor of system performance was the auxiliary hot water temperature,followed by the ambient temperature and opening degree of the electronic expansion valve.These results fully demonstrated that the addition of auxiliary hot water could dramatically improve system performance.In addition,optimization of the opening degree of the electronic expansion valve produced different results,indicating that the optimal value ranged from 50%−75%.展开更多
文摘China has great potential in developing itspetroleum and natural gas industries,said Vice-Minister Zhang Guobao in charge of the National De-velopment and Reform Commission(NDRC).
基金supported in part by the S&T Project of State Grid Corporation of China (No.5100-202199512A-0-5-ZN)“Learning Based Renewable Cluster Control and Coordinated Dispatch”。
文摘This paper proposes a probabilistic energy and reserve co-dispatch(PERD) model to address the strong uncertainties in high-renewable power systems. The expected costs of potential renewable energy curtailment/load shedding are fully considered in this model, which avoids insufficient or excessive emergency control capacity to produce more economical reserve decisions than conventional chance-constrained dispatch methods. Furthermore, an analytical reformulation approach of PERD is proposed to make it tractable. We firstly develop an approximation technique with high precision to convert the integral terms in objective functions into analytical ones. Then, the calculation of probabilistic constraints is equivalently transformed into an unconstrained optimization problem by introducing value-at-risk(Va R) representation. Specifically, the Va R formulas can be computed by a computationally-cheap dichotomy search algorithm. Finally, the PERD model is transformed into a convex problem, which can be solved reliably and efficiently using off-the-shelf solvers. Case studies are performed on IEEE test systems and real provincial power grids in China to illustrate the scalability and efficiency of the proposed method.
基金supported by the Scientific Research Startup Foundation of Recruiting Talents of Nanjing Institute of Technology (No. YKJ202225)。
文摘The increasing penetration of renewable energy sources introduces higher requirements for the operation flexibility of transmission system(TS) and connected active distribution systems(DSs). This paper presents an efficient distributed framework for the TS and DSs to work cooperatively yet independently. In addition to conventional power interaction, upward and downward reserve capacities are exchanged to form the feasible access regions at the boundaries that apply to different system operation situations. A distributed robust energy and reserve dispatch approach is proposed under this framework. The approach utilizes the supply-and demand-side resources in different systems to handle various uncertainties and improve overall efficiency and reliability. In particular, integrated as aggregated virtual energy storage(AVES) devices, air-conditioning loads are incorporated into the optimal dispatch. In addition, a reserve model with charging/discharging-state elasticity is developed for AVESs to enhance system flexibility and provide additional reserve support. Different cases are compared to verify the effectiveness and superiority of the proposed approach.
基金supported in part by the Science and Technology Project of Central Branch of SGCC(SGHZ0000DKJS 1900228)in part by the National Natural Science Foundation of China(51707136).
文摘Continued expansion of the power grid and the increasing proportion of wind power centralized integration leads to requirements in sharing both energy and reserves among multiple areas under a hierarchical control structure,which successively requires a correction between schedule plans within multi-time scale.In order to address this problem,this paper develops an information integration method integrating complicated relationships among fuel cost,total thermal power output,reserve capacity,owned reserves and expectations of load shedding and wind curtailment,into three types of time-related relationship curves・Furthermore,a multi-time scale tieline energy and reserves allocation model is proposed,which contains two levels in the control structure,two time scales in dispatch sequence and multiple areas integrated within wind farms as scheduling objects・The efficiency of the proposed method is tested in a 9-bus test system and IEEE 118-bus system.The results show that a cross-regional control center is able to approach the optimal scheduling results of the whole system with the integrated uploaded relationship curves.The proposed model not only relieves energy and reserve shortages in partial areas but also allocates them to more urgent need areas in a high effectivity manner in both day-ahead and intraday time scales.
基金This study was supported by the National Natural Science Founda-tion of China(Grant no.51966019)the Key Programme of Yunnan Foundational Research Projects(Grant no.202001AS070025)the Major Science and Technology Special Project of Yunnan(Grant no.202002AF080002).
文摘In recent decades,solar collector and heat pump combinations have been widely applied to supply heat and hot water,such as in heat supply and power generation for domestic and commercial buildings and relevant applications in the manufacturing and agricultural industries.However,the solar-assisted heat pumps already in extensive use may undergo system performance deterioration in a cold environment.To solve this problem,we designed a heat pump system assisted with hot water where a water medium was used to store energy to assist the operation of the heat pump at low temperatures.Three factors were comprehensively considered:the opening degree of the electronic expansion valve,the temperature of the low-temperature heat source,and the auxiliary hot water temperature.Crossover experiments were designed with three levels for each factor,and 36 groups of experiments were carried out.The results showed that as the auxiliary hot water temperature increased,the heating capacity and the coefficient of performance also increased.Thus,the overall working efficiency of the system improved.According to the orthogonal test,the most important influencing factor of system performance was the auxiliary hot water temperature,followed by the ambient temperature and opening degree of the electronic expansion valve.These results fully demonstrated that the addition of auxiliary hot water could dramatically improve system performance.In addition,optimization of the opening degree of the electronic expansion valve produced different results,indicating that the optimal value ranged from 50%−75%.