Building energy storage system with multiple demand charge cost optimization

    公开(公告)号:US11010846B2

    公开(公告)日:2021-05-18

    申请号:US16352612

    申请日:2019-03-13

    Abstract: A building energy system includes a controller configured to obtain representative loads and rates for a plurality of scenarios and generate a cost function comprising a risk attribute and multiple demand charges. Each of the demand charges corresponds to a demand charge period and defines a cost based on a maximum amount of at least one of the energy resources purchased within the corresponding demand charge period. The controller is configured to determine, for each of the multiple demand charges, a peak demand target for the corresponding demand charge period by performing a first optimization of the risk attribute over the plurality of the scenarios, allocate an amount of the one or more energy resources to be consumed, produced, stored, or discharged by the building equipment by performing a second optimization subject to one or more constraints based on the peak demand target for each of the multiple demand charges.

    Building energy optimization system with economic load demand response (ELDR) optimization

    公开(公告)号:US10949777B2

    公开(公告)日:2021-03-16

    申请号:US15616616

    申请日:2017-06-07

    Abstract: An energy cost optimization system for a building includes HVAC equipment configured to operate in the building and a controller. The controller is configure to generate a cost function defining a cost of operating the HVAC equipment over an optimization period as a function of one or more electric loads for the HVAC equipment. The controller is further configured to generate participation hours. The participation hours indicate one or more hours that the HVAC equipment will participate in an economic load demand response (ELDR) program. The controller is further configured to generate an ELDR term based on the participation hours, the ELDR term indicating revenue generated by participating in the ELDR program. The controller is further configured to modify the cost function to include the ELDR term and perform an optimization using the modified cost function to determine an optimal electric load for each hour of the participation hours.

    BUILDING ENERGY OPTIMIZATION SYSTEM WITH AUTOMATED AND DYNAMIC ECONOMIC LOAD DEMAND RESPONSE (ELDR) OPTIMIZATION

    公开(公告)号:US20180356770A1

    公开(公告)日:2018-12-13

    申请号:US15974411

    申请日:2018-05-08

    Abstract: An energy optimization system for a building includes a processing circuit configured to provide a first bid including one or more first participation hours and a first load reduction amount for each of the one or more first participation hours to a computing system. The processing circuit is configured to operate one or more pieces of building equipment based on one or more first equipment loads and receive one or more awarded or rejected participation hours from the computing system responsive to the first bid. The processing circuit is configured to generate one or more second participation hours, a second load reduction amount for each of the one or more second participation hours, and one or more second equipment loads based on the one or more awarded or rejected participation hours and operate the one or more pieces of building equipment based on the one or more second equipment loads.

    BUILDING ENERGY STORAGE SYSTEM WITH MULTIPLE DEMAND CHARGE COST OPTIMIZATION

    公开(公告)号:US20180197253A1

    公开(公告)日:2018-07-12

    申请号:US15405236

    申请日:2017-01-12

    CPC classification number: G06Q50/06 G05B13/026 G06Q30/0284

    Abstract: An energy storage system includes a battery and an energy storage controller. The battery is configured to store electrical energy purchased from a utility and to discharge the stored electrical energy for use in satisfying a building energy load. The energy storage controller is configured to generate a cost function including multiple demand charges. Each of the demand charges corresponds to a demand charge period and defines a cost based on a maximum amount of the electrical energy purchased from the utility during any time step within the corresponding demand charge period. The controller is configured to modify the cost function by applying a demand charge mask to each of the multiple demand charges. The demand charge masks cause the controller to disregard the electrical energy purchased from the utility during any time steps that occur outside the corresponding demand charge period when calculating a value for the demand charge.

    SYSTEMS AND METHODS FOR DETERMINING AN APPROPRIATE MODEL PARAMETER ORDER
    20.
    发明申请
    SYSTEMS AND METHODS FOR DETERMINING AN APPROPRIATE MODEL PARAMETER ORDER 审中-公开
    用于确定适当的模型参数命令的系统和方法

    公开(公告)号:US20160109866A1

    公开(公告)日:2016-04-21

    申请号:US14977594

    申请日:2015-12-21

    Abstract: A building analysis system includes a communications interface that receives energy consumption data for a building site including energy-consuming building equipment. A processing circuit of the building analysis system calculates first and second regression statistics indicating a fit of an energy use model to the energy consumption data under a null hypothesis that the energy use model has a first parameter order and an alternative hypothesis that the energy use model has a second parameter order different from the first parameter order. The processing circuit generates a test statistic indicating an improvement between the first regression statistic and the second regression statistic, compares the test statistic to a threshold value to determine whether the improvement warrants rejecting the null hypothesis, and determines an appropriate parameter order for the energy use model based on a result of the comparison.

    Abstract translation: 建筑分析系统包括通信接口,其接收包括耗能建筑设备在内的建筑工地的能量消耗数据。 建筑物分析系统的处理电路在能量使用模型具有第一参数顺序和能量使用模型的替代假设的零假设下计算指示能量使用模型对能量消耗数据的拟合的第一和第二回归统计 具有与第一参数顺序不同的第二参数顺序。 处理电路产生指示第一回归统计量和第二回归统计量之间的改善的测试统计量,将检验统计量与阈值进行比较,以确定改进是否保证拒绝零假设,并且确定能量使用的适当参数顺序 基于比较结果的模型。

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