WO2018201996A1 - Air conditioner power consumption estimation method and device - Google Patents

Air conditioner power consumption estimation method and device Download PDF

Info

Publication number
WO2018201996A1
WO2018201996A1 PCT/CN2018/085032 CN2018085032W WO2018201996A1 WO 2018201996 A1 WO2018201996 A1 WO 2018201996A1 CN 2018085032 W CN2018085032 W CN 2018085032W WO 2018201996 A1 WO2018201996 A1 WO 2018201996A1
Authority
WO
WIPO (PCT)
Prior art keywords
air conditioner
power
air
air conditioners
power consumption
Prior art date
Application number
PCT/CN2018/085032
Other languages
French (fr)
Chinese (zh)
Other versions
WO2018201996A9 (en
Inventor
郭丽
宋世芳
程永甫
Original Assignee
青岛海尔空调器有限总公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 青岛海尔空调器有限总公司 filed Critical 青岛海尔空调器有限总公司
Priority to EP18794528.2A priority Critical patent/EP3546842B1/en
Publication of WO2018201996A1 publication Critical patent/WO2018201996A1/en
Publication of WO2018201996A9 publication Critical patent/WO2018201996A9/en

Links

Images

Classifications

    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/30Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
    • F24F11/46Improving electric energy efficiency or saving
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2140/00Control inputs relating to system states
    • F24F2140/60Energy consumption

Definitions

  • the invention relates to the technical field of air conditioners, and in particular to a method and a device for estimating power consumption of an air conditioner.
  • the embodiment of the invention provides a method and a device for estimating the power consumption of an air conditioner, so as to solve the problem that the estimation of the power consumption of the air conditioner in the prior art is performed by using laboratory data, and the error is relatively large.
  • a brief summary is given below. This generalization is not a general comment, nor is it intended to identify key/critical constituent elements or to describe the scope of protection of these embodiments. Its sole purpose is to present some concepts in a simplified form as a prelude to the following detailed description.
  • a method for estimating an air conditioner power consumption is provided.
  • an air conditioning power consumption estimating method includes:
  • the operating parameters include: each of the first ones in the T period
  • the estimated power consumption during the T period includes:
  • the power consumption of the second air conditioner during the T time period is calculated according to the following formula, including:
  • determining the power correction coefficient ⁇ i of the n first air conditioners according to the model of the n first air conditioners and the model number of the second air conditioner including:
  • the method further includes:
  • the set temperature of the second air conditioner in the T period is a second temperature, the second temperature and the first Different temperature
  • the calculating the actual power consumption W2 of the second air conditioner during the T period includes:
  • Acquiring operating parameters of the second air-conditioning period T comprising: a conditioning period T m times reported power P y, and the operating time corresponding to each of the power P y t y;
  • the actual power consumption W2 is calculated according to the following formula:
  • y 1, 2, . . . , m
  • m is a positive integer not less than 1.
  • estimating, according to the model of the n first air conditioners and the operating parameters of the first air conditioners in the T period, the set temperature of the second air conditioner in the T period is the first temperature Power consumption; in the present embodiment, when estimating the power consumption of the air conditioner, the data used is not calculated according to the laboratory data, but by retrieving the model and operating parameters of the first air conditioners of the same area and the same operating time period. And based on these parameters, it is estimated that the second air conditioner consumes power during the period.
  • the operating parameters of the n first air conditioners are collected during the same running time period, and the parameters are determined by the geographic location, outdoor environment, indoor environment, floor type, model, etc. of each of the first air conditioners.
  • the estimated power consumption of the second air conditioner also corresponds to the time period, so the power consumption of the air conditioner converted by the embodiment is more accurate than the calculation method by the experimental data in the prior art.
  • an air conditioner power consumption estimating device is provided.
  • an air conditioning power consumption estimating device includes: a signal receiver and a processor; wherein
  • the processor is configured to determine, according to the model of the n first air conditioners and the model of the second air conditioner, a power correction coefficient ⁇ i of the n first air conditioners; and, according to the n first air conditioners
  • the operating parameters of each of the first air conditioners in the T period and the power correction coefficient ⁇ i calculate the power consumption of the second air conditioner in the T period.
  • the processor is further configured to calculate the first n units of each first air-conditioned air conditioner correction power P i; and, n is calculated according to the first station in each of the first air-conditioned air conditioning power P i of the corrected Average corrected power of n first air conditioners And, according to the average corrected power of the n first air conditioners Calculating an estimated power consumption W1 of the second air conditioner in the T period.
  • the processor is further configured to calculate a corrected power P i of each of the n first air conditioners according to the following formula:
  • the processor is further configured to determine a coefficient a 0 of the second air conditioner according to a model of the second air conditioner;
  • the processor is further configured to acquire an operating parameter of the second air conditioner in a T time period, including: m times power P y reported by the second air conditioner in the T time period, and corresponding to each power P y running time t y ;
  • the actual power consumption W2 is calculated according to the following formula:
  • estimating, according to the model of the n first air conditioners and the operating parameters of the first air conditioners in the T period, the set temperature of the second air conditioner in the T period is the first temperature Power consumption; in the present embodiment, when estimating the power consumption of the air conditioner, the data used is not calculated according to the laboratory data, but by retrieving the model and operating parameters of the first air conditioners of the same area and the same operating time period. And based on these parameters, it is estimated that the second air conditioner consumes power during the period.
  • the operating parameters of the n first air conditioners are collected during the same running time period, and the parameters are determined by the geographic location, outdoor environment, indoor environment, floor type, model, etc. of each of the first air conditioners.
  • the estimated power consumption of the second air conditioner also corresponds to the time period, so the power consumption of the air conditioner converted by the embodiment is more accurate than the calculation method by the experimental data in the prior art.
  • FIG. 1 is a schematic flow chart of a method for estimating power consumption of an air conditioner according to an exemplary embodiment
  • FIG. 2 is a schematic flow chart of a method for estimating power consumption of an air conditioner according to an exemplary embodiment
  • FIG. 3 is a block diagram of an air conditioner power consumption estimating apparatus according to an exemplary embodiment.
  • the power saving amount of the air conditioner is determined according to the difference between the estimated power consumption of the air conditioner and the actual power consumption of the air conditioner during the period after the power saving control, such as the adjustment of the air conditioner from the first state to the second state, that is, the T period. .
  • the actual power consumption of the air conditioner can be calculated according to the power and time of the air conditioner feedback, but the estimated power consumption of the air conditioner needs to be calculated according to the laboratory data.
  • the overall concept of the present invention is to obtain the model and operating parameters of the plurality of air conditioners in the first state during the T time period; and calculate the estimated power consumption in the T period when the air conditioner is in the first state according to the above parameters. .
  • the first state refers to a state before the air conditioner performs power saving control
  • the second state refers to a state after the air conditioner performs power saving control
  • the first state and the second state may be settings for the air conditioner.
  • the temperature is adjusted, for example, the first temperature is adjusted to the second temperature; or the air speed is adjusted, for example, the first wind speed is adjusted to the second wind speed.
  • the first air conditioner is a type of air conditioner that retrieves its model and operating parameters from the database when calculating the estimated power consumption of the second air conditioner; the operating state of the first air conditioner in the T period is compared with the second air conditioner The operating state before the power saving control is the same, that is, the first air conditioner is in the first state.
  • the first air conditioner and the second air conditioner are located in the same area, such as the same city or the same area, and the outdoor environment is basically the same.
  • the second air conditioner is an air conditioner that performs power saving control in the present invention and needs to calculate its estimated power consumption.
  • the second air conditioner is in the first state before the power saving control, and is in the first state; after the power saving control is performed on the second air conditioner, the second air conditioner is adjusted from the first state to the second state.
  • the model number of the first air conditioner or the second air conditioner refers to a type of parameter that can reflect the number of air conditioners and the energy consumption level, such as the machine model and the machine code.
  • the energy consumption level can be represented by the energy efficiency label, which can be divided into five grades according to national standards.
  • the grade 1 indicates that the product has reached the international advanced level and the energy consumption is the lowest; the grade 2 indicates that the product is more energy-saving; the grade 3 indicates the product energy.
  • the efficiency is the average level of the Chinese market; the grade 4 indicates that the product energy efficiency is lower than the market average; the grade 5 is the product market access indicator, and the products below the level are not allowed to be produced and sold; or it may be in accordance with the industry standard or Enterprise standards, graded.
  • the power correction coefficient is determined according to the model of the first air conditioner and the model of the second air conditioner, and is used to correct the power of the first air conditioner, thereby calculating the correction power of the first air conditioner.
  • the estimated power consumption is the power consumption of the second air conditioner before the power saving control, that is, in the first state, corresponding to the power consumption in the T period.
  • the actual power consumption is the power consumption of the second air conditioner after the power saving control, that is, in the second state, corresponding to the T time period.
  • FIG. 1 is a schematic flow chart of an embodiment of the present invention. As shown in Figure 1:
  • an air conditioning power consumption estimating method includes:
  • Step S101 acquiring the model numbers of the n first air conditioners in the same area and the operating parameters of the first air conditioners in the T time period; the operating parameters include: the first air conditioners in the T time period
  • Step S102 determining, according to the model of the n first air conditioners and the model number of the second air conditioner, the power correction coefficient ⁇ i of the n first air conditioners;
  • Step S103 calculating, according to the operating parameter of the first air conditioner in the n first air conditioners in the T time period and the power correction coefficient ⁇ i , the pre-determination of the second air conditioner in the T period Estimate power consumption W1.
  • the estimated power consumption of the second air conditioner in the T period is calculated according to the model of the n first air conditioners and the operating parameters of the first air conditioners in the T period.
  • the data used is not calculated according to the laboratory data, but the model and operating parameters of the n first air conditioners in the same area and the same running time period are retrieved, and according to these The parameter calculates the estimated power consumption W1 of the second air conditioner.
  • the operating parameters of the n first air conditioners are collected during the same running time period, and the parameters are determined by the geographic location, outdoor environment, indoor environment, floor type, model, etc. of each of the first air conditioners.
  • the estimated power consumption W1 of the second air conditioner also corresponds to the time period, so the power consumption of the air conditioner converted by the embodiment is more accurate than the calculation method by the experimental data in the prior art.
  • the set temperature of the second home appliance before the power saving control is the first temperature
  • the set temperature is set to the second temperature.
  • the set temperature of the n first air conditioners obtained in the above embodiment is the first temperature
  • the calculated estimated power consumption is the work of the second home appliance when the set temperature is the first temperature. Consumption.
  • the second home appliance adjusts the set temperature to achieve the purpose of power saving. Therefore, in the embodiment, the first state in which the n first home appliances are located refers to the set temperature being the first temperature.
  • the second state in which the second home appliance is subjected to the power saving control means that the set temperature is the second temperature.
  • the model and operating parameters of the n first air conditioners may be obtained from the cloud server or other devices.
  • a cloud server or other device is used to monitor the running status of the air conditioner in the same area, such as the first state and the second state.
  • the cloud server or other device is actively reported to the current power. Therefore, the cloud server or other device also records the power of each air conditioner and the running time corresponding to the power.
  • the power correction coefficient ⁇ i of the n first air conditioners may be queried from a local or cloud server or other device.
  • the power correction coefficient ⁇ i of the air conditioner of different models is recorded, and according to the model of the first air conditioner and the model of the second air conditioner, the power correction coefficient ⁇ i of the first air conditioner can be directly queried.
  • the coefficients corresponding to the air conditioners in different numbers of horses and different energy consumption levels are recorded; as shown in Table 1.
  • the model of the air conditioner corresponds to the number of air conditioners and the energy consumption level. By identifying the model of the air conditioner, the number of air conditioners and the energy consumption level can be determined.
  • step S102 specifically includes:
  • the coefficients ⁇ i of the n first air conditioners i.e., ⁇ 1 , ⁇ 2 , ..., ⁇ n , can be calculated.
  • step S103 includes:
  • a specific calculation method and a corresponding formula for calculating the estimated power consumption W1 are given. After acquiring the model and state parameters of the n first air conditioners, calculating the corrected power P i of each of the first air conditioners, and then averaging the calculated correction powers P i to calculate the average corrected power of the n first air conditioners That is, the second air conditioner is in the first state before the power saving control is performed, and the estimated power consumption in the T time end; then the calculated in the above step Multiplying T, the estimated power consumption W1 of the second air conditioner during the T period is calculated.
  • the method further includes calculating a power saving amount of the second air conditioner after performing the power saving control. For example, after the second air conditioner adjusts the temperature from the first temperature to the second temperature after performing the power saving control, the actual power consumption W2 of the second air conditioner in the T period is calculated, and then the T period is calculated according to W1 and W2.
  • the power saving of the second air conditioner that is, the power consumption saving value ⁇ W.
  • the power consumption saving value ⁇ W of the second air conditioner in the T period is calculated
  • step of calculating the actual power consumption W2 specifically includes:
  • Obtaining a second parameter in the air-conditioning operation period T comprising: a second air-conditioning in the reported time period T P y m-th power, and the operating time corresponding to each of the power P y t y;
  • y 1, 2, . . . , m
  • m is a positive integer not less than 1.
  • the actual power consumption W2 is calculated according to the operating parameter of the second air conditioner in the T time period, and the second air conditioner reports its current power whenever the power changes during operation, thereby acquiring at least the T time period.
  • the operating parameter of the second air conditioner in the T time period may be a database record at the local end, or obtained from a cloud server or other device.
  • FIG. 2 is a schematic flowchart diagram of a method for estimating power consumption of an air conditioner according to an embodiment of the present invention. As shown in FIG. 2, the method includes:
  • Step S201 according to the power saving control scheme, the set temperature of the user air conditioner is adjusted from T11 to T12;
  • Step S202 calculate the actual power consumption W2 of the user air conditioner in the T time period, such as 10:00-11:00;
  • Step S203 collecting operation data of a plurality of air conditioners with the set temperature T11 in the same area, and calculating the estimated power consumption W1;
  • the calculation method of the power consumption of each first air conditioner is the same as that of Equation 6.
  • the coefficient correction is performed according to the corresponding energy consumption level and the number of horses, and 100 units are calculated, and the average corrected power of the first air conditioner is calculated.
  • Step S204 calculating the power saving amount of 10:00-11:00 according to the estimated power consumption W1 and the actual power consumption W2 of the user air conditioner.
  • the correction factor refers to Table 1.
  • Table 1 records the average unit energy consumption of the same number of devices with the same energy consumption level in the past year.
  • the air conditioner of a user in a certain area is 1p, the second-level energy consumption, which is operated by T11 to T12 for 1 hour.
  • the same type of air conditioner is set at T11 temperature within this hour.
  • the estimated power consumption W1 of the user air conditioner at the set temperature of T11 is:
  • the above embodiment provides a specific implementation manner of the method for estimating the power consumption of the air conditioner according to the present invention.
  • the first air conditioner is between 10:00 and 11:00.
  • the operating parameters are calculated, and the second air conditioner is calculated, that is, the estimated power consumption of the user air conditioner at 1 hour from 10:00 to 11:00.
  • the power consumption of the air conditioner converted by the embodiment is more accurate.
  • FIG. 3 shows an air conditioner power consumption estimating device according to an embodiment of the present invention. As shown in Figure 3,
  • an air conditioning power consumption estimating device includes: a signal receiver 301 and a processor 302; wherein
  • the processor 302 is configured to determine, according to the model of the n first air conditioners and the model of the second air conditioner, a power correction coefficient ⁇ i of the n first air conditioners; and, according to the n first air conditioners
  • the operating parameters of the first air conditioner in the T period and the power correction coefficient ⁇ i are used to calculate the estimated power consumption of the second air conditioner in the T period.
  • the estimated power consumption of the second air conditioner in the T period is calculated according to the model of the n first air conditioners and the operating parameters of the first air conditioners in the T period.
  • the data used is not calculated according to the laboratory data, but the model and operating parameters of the n first air conditioners in the same region and the same running time period are retrieved, and according to these The parameter calculates the estimated power consumption W1 of the second air conditioner.
  • the operating parameters of the n first air conditioners are collected during the same running time period, and the parameters are determined by the geographic location, outdoor environment, indoor environment, floor type, model, etc. of each of the first air conditioners.
  • the estimated power consumption W1 of the second air conditioner also corresponds to the time period, so the power consumption of the air conditioner converted by the embodiment is more accurate than the calculation method by the experimental data in the prior art.
  • the set temperature of the second home appliance before the power saving control is the first temperature
  • the set temperature is set to the second temperature.
  • the set temperature of the n first air conditioners obtained in the above embodiment is the first temperature
  • the estimated power consumption calculated by the processor 302 is the second time period when the second home appliance is at the first temperature. Power consumption inside.
  • the second home appliance adjusts the set temperature to achieve the purpose of power saving. Therefore, in the embodiment, the first state in which the n first home appliances are located refers to the set temperature being the first temperature.
  • the second state in which the second home appliance is subjected to the power saving control means that the set temperature is the second temperature.
  • the signal receiver 301 is further configured to acquire the model and operating parameters of the n first air conditioners from the cloud server or other devices.
  • a cloud server or other device is used to monitor the running status of the air conditioner in the same area, such as the first state and the second state. When the power of the air conditioner changes, the cloud server or other device is actively reported to the current power. Therefore, the cloud server or other device also records the power of each air conditioner and the running time corresponding to the power.
  • the processor 302 can query the power correction coefficient ⁇ i of the n first air conditioners from a local or cloud server or other device.
  • the power correction coefficient ⁇ i of the air conditioner of different models is recorded, and according to the model of the first air conditioner and the model of the second air conditioner, the first air conditioner can be directly inquired.
  • Power correction factor ⁇ i is recorded, and according to the model of the first air conditioner and the model of the second air conditioner, the first air conditioner can be directly inquired.
  • the coefficients corresponding to the air conditioners in different numbers of horses and different energy consumption levels are recorded; as shown in Table 1.
  • the model of the air conditioner corresponds to the number of air conditioners and the energy consumption level.
  • the processor 302 is further configured to determine a coefficient a 0 of the second air conditioner according to a model of the second air conditioner; and determine, according to a model of the n first air conditioners, the n first a coefficient a i of the air conditioner; and, according to formula 4, calculating a power correction coefficient ⁇ i of the n first air conditioners;
  • the coefficients ⁇ i of the n first air conditioners i.e., ⁇ 1 , ⁇ 2 , ..., ⁇ n , can be calculated.
  • the processor 302 is further configured to calculate the first n units of each first conditioning the air conditioner correction power P i; and, n according to the first station in each of the first air-conditioned air conditioner calculates the correction power P i The average corrected power of the n first air conditioners And, according to the average corrected power of the n first air conditioners Calculating an estimated power consumption W1 of the second air conditioner in the T period.
  • the processor 302 is further configured to calculate, according to Formula 1, the corrected power P i of each of the n air conditioners in the first air conditioner:
  • processor 302 is further configured to calculate an average corrected power of the n first air conditioners according to Formula 2
  • processor 302 is further configured to calculate an estimated power consumption W1 of the second air conditioner in the T period according to Equation 3;
  • the processor 302 calculates the corrected power P i of each of the first air conditioners, and then averages the calculated corrected powers P i to calculate n firsts.
  • Average corrected power of air conditioner that is, the second air conditioner is in the first state before the power saving control is performed, and the estimated power consumption in the T time end; then the calculated in the above step Multiplying T, the estimated power consumption W1 of the second air conditioner during the T period is calculated.
  • the processor 302 is further configured to calculate a power saving amount of the second air conditioner after performing the power saving control. For example, after the second air conditioner performs the power saving control, the set temperature is adjusted from the first temperature to the second temperature, and the processor 302 is configured to calculate the actual power consumption W2 of the second air conditioner in the T period, and then according to the W1. And W2 calculates the power consumption of the second air conditioner in the T period, that is, the power consumption saving value ⁇ W.
  • the processor 302 is further configured to calculate, according to Formula 5, a power consumption saving value ⁇ W of the second air conditioner in the T period;
  • the processor 302 is further configured to acquire the operating parameters of the second air conditioner in the T time period, including: the m powers P y reported by the second air conditioner in the T time period, and corresponding to each runtime power P y t y;
  • y 1, 2, . . . , m
  • m is a positive integer not less than 1.
  • the actual power consumption W2 is calculated by the processor 302 according to the operating parameter of the second air conditioner during the T time period, and the second air conditioner reports its current power whenever the power changes during operation, thereby acquiring its current time. At least one operating power within the segment, and corresponding runtime.
  • the operating parameter of the second air conditioner in the T time period may be a database record at the local end, or the signal receiver 301 is obtained from a cloud server or other device.

Landscapes

  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Air Conditioning Control Device (AREA)

Abstract

An air conditioner power consumption estimation method, comprising: acquiring the models of n first air conditioners, which are located in the same area as a second air conditioner, and operating parameters of each first air conditioner within a time period T (S101), the operating parameters comprising: power Pix which is reported by each first air conditioner s times within the time period T, and an operating time tix corresponding to each power Pix; according to the models of the n first air conditioners and the model of the second air conditioner, determining a power correction coefficient αi of the n first air conditioners (S102); according to the operating parameters within the time period T and the power correction coefficient αi of each first air conditioner among the n first air conditioners, calculating estimated power consumption W1 of the second air conditioner within the time period T (S103). Also disclosed is an air conditioner power consumption estimation device.

Description

一种空调功耗估算方法及装置Air conditioner power consumption estimating method and device
本申请基于申请号为201710302173.2、申请日为2017.05.02的中国专利申请提出,并要求该中国专利申请的优先权,该中国专利申请的全部内容在此引入本申请作为参考。The present application is filed on the basis of the Chinese Patent Application No. PCT Application No. PCT Application Serial No.
技术领域Technical field
本发明涉及空调技术领域,特别涉及一种空调功耗估算方法及装置。The invention relates to the technical field of air conditioners, and in particular to a method and a device for estimating power consumption of an air conditioner.
背景技术Background technique
随着科技进步与文化发展,产业开发及经济活动需要消耗大量的能源。能源并非取之不尽用之不竭,此外非清洁型能源的消耗皆会带来环境污染,在面对温室效应、能源高价格趋势以及传统能源的耗竭等问题时,对于如何节能、并对节能效果给出正确的评估,成为全球最关心的议题。在现有技术中,如空调技术领域,出现了许多节能控制方法,在测算节电量时,对于空调功耗的估算一般是依靠实验室数据进行计算。但这种方法,误差比较大,空调功耗受地理位置、室外环境、室内环境、户型、机型等多种因素影响。With the advancement of science and technology and cultural development, industrial development and economic activities require a large amount of energy. Energy is not inexhaustible. In addition, the consumption of non-clean energy will bring environmental pollution. In the face of greenhouse effect, high energy price trend and the exhaustion of traditional energy, how to save energy and The energy-saving effect gives the correct assessment and becomes the most concerned issue in the world. In the prior art, as in the field of air-conditioning technology, many energy-saving control methods have appeared. When calculating the power-saving amount, the estimation of the power consumption of the air-conditioning is generally calculated by relying on laboratory data. However, this method has a relatively large error, and the power consumption of the air conditioner is affected by various factors such as geographical location, outdoor environment, indoor environment, type of house, and model.
发明内容Summary of the invention
本发明实施例提供了一种空调功耗估算方法及装置,以解决现有技术中空调功耗的估算采用实验室数据进行计算,误差比较大的问题。为了对披露的实施例的一些方面有一个基本的理解,下面给出了简单的概括。该概括部分不是泛泛评述,也不是要确定关键/重要组成元素或描绘这些实施例的保护范围。其唯一目的是用简单的形式呈现一些概念,以此作为后面的详细说明的序言。The embodiment of the invention provides a method and a device for estimating the power consumption of an air conditioner, so as to solve the problem that the estimation of the power consumption of the air conditioner in the prior art is performed by using laboratory data, and the error is relatively large. In order to have a basic understanding of some aspects of the disclosed embodiments, a brief summary is given below. This generalization is not a general comment, nor is it intended to identify key/critical constituent elements or to describe the scope of protection of these embodiments. Its sole purpose is to present some concepts in a simplified form as a prelude to the following detailed description.
根据本发明实施例的第一方面,提供了一种空调功耗估算方法。According to a first aspect of an embodiment of the present invention, a method for estimating an air conditioner power consumption is provided.
在一些示例性的实施例中,一种空调功耗估算方法,包括:In some exemplary embodiments, an air conditioning power consumption estimating method includes:
获取与第二空调处于同一地区的n台第一空调的型号和各所述第一空调在T时间段内的运行参数;所述运行参数包括:在所述T时间段内各所述第一空调上报的s次功率P ix,以及对应于各功率P ix的运行时间t ix;i=1,2,…,n,n为不小于1的正整数;x=1,2,...,s,s为不小于1的正整数; Obtaining a model of n first air conditioners in the same area as the second air conditioner and operating parameters of each of the first air conditioners in a T period; the operating parameters include: each of the first ones in the T period The s power P ix reported by the air conditioner, and the running time t ix corresponding to each power P ix ; i = 1, 2, ..., n, n is a positive integer not less than 1; x = 1, 2, ... , s, s is a positive integer not less than 1;
根据所述n台第一空调的型号和第二空调的型号,确定所述n台第一空调的功率修正系数α iDetermining, according to the model of the n first air conditioners and the model number of the second air conditioner, the power correction coefficient α i of the n first air conditioners;
根据所述n台第一空调中各所述第一空调在T时间段内的运行参数和所述功率修正系数α i,计算在所述T时间段内所述第二空调的功耗。 And calculating power consumption of the second air conditioner in the T time period according to an operating parameter of the first air conditioner in the n first air conditioners and the power correction coefficient α i in the T time period.
在一些说明性的实施例中,所述根据所述n台第一空调的各所述第一空调在T时间段内的运行参数和所述功率修正系数α i,计算所述第二空调在所述T时间段内的预估功耗,包括: In some illustrative embodiments, the calculating the second air conditioner based on the operating parameters of the first air conditioners of the n first air conditioners during the T time period and the power correction coefficient α i The estimated power consumption during the T period includes:
计算所述n台第一空调中各第一空调的修正功率P iCalculating a corrected power P i of each of the n first air conditioners;
根据所述n台第一空调中各第一空调的修正功率P i计算所述n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000001
Calculating an average corrected power of the n first air conditioners according to the corrected power P i of each of the n first air conditioners
Figure PCTCN2018085032-appb-000001
;
根据所述n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000002
计算所述T时间段内所述第二空调的预估功耗W1。
According to the average corrected power of the n first air conditioners
Figure PCTCN2018085032-appb-000002
Calculating an estimated power consumption W1 of the second air conditioner in the T period.
在一些说明性的实施例中,根据下述公式计算在所述T时间段内所述第二空调的功耗,包括:In some illustrative embodiments, the power consumption of the second air conditioner during the T time period is calculated according to the following formula, including:
根据公式1,计算所述n台第一空调中各第一空调的修正功率P iCalculating the corrected power P i of each of the first air conditioners in the n first air conditioners according to Formula 1:
Figure PCTCN2018085032-appb-000003
Figure PCTCN2018085032-appb-000003
在一些说明性的实施例中,所述根据所述n台第一空调的型号和第二空调的型号,确定所述n台第一空调的功率修正系数α i,包括: In some illustrative embodiments, determining the power correction coefficient α i of the n first air conditioners according to the model of the n first air conditioners and the model number of the second air conditioner, including:
根据所述第二空调的型号,确定所述第二空调的系数a 0Determining a coefficient a 0 of the second air conditioner according to a model of the second air conditioner;
根据所述n台第一空调的型号,确定所述n台第一空调的系数a iDetermining coefficients a i of the n first air conditioners according to the models of the n first air conditioners;
根据公式4,计算所述n台第一空调的功率修正系数α iCalculating a power correction coefficient α i of the n first air conditioners according to Formula 4;
Figure PCTCN2018085032-appb-000004
Figure PCTCN2018085032-appb-000004
在一些说明性的实施例中,在所述计算在所述T时间段内所述第二空调的功耗后,还包括:In some illustrative embodiments, after the calculating the power consumption of the second air conditioner in the T time period, the method further includes:
计算所述第二空调在所述T时间段内的实际功耗W2;所述第二空调在所述T时间段内的设定温度为第二温度,所述第二温度与所述第一温度不同;Calculating an actual power consumption W2 of the second air conditioner in the T period; the set temperature of the second air conditioner in the T period is a second temperature, the second temperature and the first Different temperature;
根据下述公式计算所述第二空调在所述T时间段内的功耗节约值ΔW;Calculating a power consumption saving value ΔW of the second air conditioner in the T period according to the following formula;
ΔW=W1-W2。ΔW=W1-W2.
在一些说明性的实施例中,所述计算所述第二空调在所述T时间段内的实际功耗W2,包括:In some illustrative embodiments, the calculating the actual power consumption W2 of the second air conditioner during the T period includes:
获取所述第二空调在T时间段内的运行参数,包括:所述T时间段内空调上报的m次功率P y,以及对应于各功率P y的运行时间t yAcquiring operating parameters of the second air-conditioning period T, comprising: a conditioning period T m times reported power P y, and the operating time corresponding to each of the power P y t y;
根据下述公式计算所述实际功耗W2:The actual power consumption W2 is calculated according to the following formula:
Figure PCTCN2018085032-appb-000005
Figure PCTCN2018085032-appb-000005
其中,y=1,2,...,m,m为不小于1的正整数。Where y=1, 2, . . . , m, m is a positive integer not less than 1.
在上述实施例中,根据n台第一空调的型号和各所述第一空调在T时间段内的运行参数,估算所述第二空调在T时间段内设定温度为第一温度时的功耗;在本实施例中,估算空调功耗时,采用的数据不是根据实验室数据计算的,而是通过调取相同地区、相同运行时间段的n台第一空调的型号和运行参数,并根据这些参数估算所是第二空调在该时间段的功耗。在本实施例中,所述n台第一空调的运行参数是在同一运行时间段采集的,这些参数受每台所述第一空调的地理位置、室外环境、室内环境、户型、机型等因素的影响;此外,估算的第二空调的功耗也对应于该时间段,因此相对现有技术中通过实验数据计算的方式来说,本实施例换算出的空调功耗更准确。In the above embodiment, estimating, according to the model of the n first air conditioners and the operating parameters of the first air conditioners in the T period, the set temperature of the second air conditioner in the T period is the first temperature Power consumption; in the present embodiment, when estimating the power consumption of the air conditioner, the data used is not calculated according to the laboratory data, but by retrieving the model and operating parameters of the first air conditioners of the same area and the same operating time period. And based on these parameters, it is estimated that the second air conditioner consumes power during the period. In this embodiment, the operating parameters of the n first air conditioners are collected during the same running time period, and the parameters are determined by the geographic location, outdoor environment, indoor environment, floor type, model, etc. of each of the first air conditioners. In addition, the estimated power consumption of the second air conditioner also corresponds to the time period, so the power consumption of the air conditioner converted by the embodiment is more accurate than the calculation method by the experimental data in the prior art.
根据本发明实施例的第二方面,提供了一种空调功耗估算装置。According to a second aspect of an embodiment of the present invention, an air conditioner power consumption estimating device is provided.
在一些示例性的实施例中,一种空调功耗估算装置,包括:信号接收器和处理器;其中,In some exemplary embodiments, an air conditioning power consumption estimating device includes: a signal receiver and a processor; wherein
所述信号接收器,用于获取与第二空调处于同一地区的n台第一空调的型号和各所述第一空调在T时间段内的运行参数;所述运行参数包括:在所述T时间段内各所述第一空调上报的s次功率P ix,以及对应于各功率P ix的运行时间t ix;其中,x=1,2,...,s,s为不小于1的正整数;i=1,2,…,n,n为不小于1的正整数; The signal receiver is configured to acquire a model of n first air conditioners in the same area as the second air conditioner and an operation parameter of each of the first air conditioners in a T period; the operating parameters include: period in each of the first air conditioning reported s secondary power P ix, and corresponding to the power P ix running time t ix; where, x = 1,2, ..., s , s is not less than 1 a positive integer; i = 1, 2, ..., n, n is a positive integer not less than one;
所述处理器,用于根据所述n台第一空调的型号和第二空调的型号,确定所述n台第一空调的功率修正系数α i;以及,根据所述n台第一空调中各所述第一空调在T时间段内的运行参数和所述功率修正系数α i,计算在所述T时间段内所述第二空调的功耗。 The processor is configured to determine, according to the model of the n first air conditioners and the model of the second air conditioner, a power correction coefficient α i of the n first air conditioners; and, according to the n first air conditioners The operating parameters of each of the first air conditioners in the T period and the power correction coefficient α i calculate the power consumption of the second air conditioner in the T period.
在一些说明性的实施例中,In some illustrative embodiments,
所述处理器,还用于计算所述n台第一空调中各第一空调的修正功率P i;以及,根据所述n台第一空调中各第一空调的修正功率P i计算所述n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000006
以及,根据所述n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000007
计算所述T时间段内所述第二空调的预估功耗W1。
The processor is further configured to calculate the first n units of each first air-conditioned air conditioner correction power P i; and, n is calculated according to the first station in each of the first air-conditioned air conditioning power P i of the corrected Average corrected power of n first air conditioners
Figure PCTCN2018085032-appb-000006
And, according to the average corrected power of the n first air conditioners
Figure PCTCN2018085032-appb-000007
Calculating an estimated power consumption W1 of the second air conditioner in the T period.
在一些说明性的实施例中,In some illustrative embodiments,
所述处理器,还用于根据下述公式计算所述n台第一空调中各第一空调的修正功率P iThe processor is further configured to calculate a corrected power P i of each of the n first air conditioners according to the following formula:
Figure PCTCN2018085032-appb-000008
Figure PCTCN2018085032-appb-000008
在一些说明性的实施例中,In some illustrative embodiments,
所述处理器,还用于根据所述第二空调的型号,确定所述第二空调的系数a 0The processor is further configured to determine a coefficient a 0 of the second air conditioner according to a model of the second air conditioner;
根据所述n台第一空调的型号,确定所述n台第一空调的系数a iDetermining coefficients a i of the n first air conditioners according to the models of the n first air conditioners;
根据下述公式计算所述n台第一空调的功率修正系数α iCalculating a power correction coefficient α i of the n first air conditioners according to the following formula;
Figure PCTCN2018085032-appb-000009
Figure PCTCN2018085032-appb-000009
在一些说明性的实施例中,In some illustrative embodiments,
所述处理器,还用于获取所述第二空调在T时间段内的运行参数,包括:在所述T时间段内所述第二空调上报的m次功率P y,以及对应于各功率P y的运行时间t yThe processor is further configured to acquire an operating parameter of the second air conditioner in a T time period, including: m times power P y reported by the second air conditioner in the T time period, and corresponding to each power P y running time t y ;
根据下述公式,计算所述实际功耗W2:The actual power consumption W2 is calculated according to the following formula:
Figure PCTCN2018085032-appb-000010
Figure PCTCN2018085032-appb-000010
其中,y=1,2,...,m,m为不小于1的正整数;Where y=1, 2, . . . , m, m is a positive integer not less than 1;
根据下述公式,计算所述第二空调在所述T时间段内的功耗节约值ΔW;Calculating a power consumption saving value ΔW of the second air conditioner in the T period according to the following formula;
ΔW=W1-W2。ΔW=W1-W2.
本发明实施例提供的技术方案可以包括以下有益效果:The technical solutions provided by the embodiments of the present invention may include the following beneficial effects:
在上述实施例中,根据n台第一空调的型号和各所述第一空调在T时间段内的运行参数,估算所述第二空调在T时间段内设定温度为第一温度时的功耗;在本实施例中,估算空调功耗时,采用的数据不是根据实验室数据计算的,而是通过调取相同地区、相同运行时间段的n台第一空调的型号和运行参数,并根据这些参数估算所是第二空调在该时间段的功耗。在本实施例中,所述n台第一空调的运行参数是在同一运行时间段采集的,这些参数受每台所述第一空调的地理位置、室外环境、室内环境、户型、机型等因素的影响;此外,估算的第二空调的功耗也对应于该时间段,因此相对现有技术中通过实验数据计算的方式来说,本实施例换算出的空调功耗更准确。In the above embodiment, estimating, according to the model of the n first air conditioners and the operating parameters of the first air conditioners in the T period, the set temperature of the second air conditioner in the T period is the first temperature Power consumption; in the present embodiment, when estimating the power consumption of the air conditioner, the data used is not calculated according to the laboratory data, but by retrieving the model and operating parameters of the first air conditioners of the same area and the same operating time period. And based on these parameters, it is estimated that the second air conditioner consumes power during the period. In this embodiment, the operating parameters of the n first air conditioners are collected during the same running time period, and the parameters are determined by the geographic location, outdoor environment, indoor environment, floor type, model, etc. of each of the first air conditioners. In addition, the estimated power consumption of the second air conditioner also corresponds to the time period, so the power consumption of the air conditioner converted by the embodiment is more accurate than the calculation method by the experimental data in the prior art.
应当理解的是,以上的一般描述和后文的细节描述仅是示例性和解释性的,并不能限制本发明。The above general description and the following detailed description are intended to be illustrative and not restrictive.
附图说明DRAWINGS
此处的附图被并入说明书中并构成本说明书的一部分,示出了符合本发明的实施例,并与说明书一起用于解释本发明的原理。The accompanying drawings, which are incorporated in the specification of FIG
图1是根据一示例性实施例示出的一种空调功耗估算方法的流程示意图;1 is a schematic flow chart of a method for estimating power consumption of an air conditioner according to an exemplary embodiment;
图2是根据一示例性实施例示出的一种空调功耗估算方法的流程示意图;2 is a schematic flow chart of a method for estimating power consumption of an air conditioner according to an exemplary embodiment;
图3是根据一示例性实施例示出的一种空调功耗估算装置的框图。FIG. 3 is a block diagram of an air conditioner power consumption estimating apparatus according to an exemplary embodiment.
具体实施方式detailed description
以下描述和附图充分地示出本发明的具体实施方案,以使本领域的技术人员能够实践它们。实施例仅代表可能的变化。除非明确要求,否则单独的部件和功能是可选的,并且操作的顺序可以变化。一些实施方案的部分和特征可以被包括在或替换其他实施方案的部分和特征。本发明的实施方案的范围包括权利要求书的整个范围,以及权利要求书的所有可获得的等同物。在本文中,各实施方案可以被单独地或总地用术语“发明”来表示,这仅仅是为了方便,并且如果事实上公开了超过一个的发明,不是要自动地限制该应用的范围为任何单个发明或发明构思。本文中,诸如第一和第二等之类的关系术语仅仅用于将一个实体或者操作与另一个实体或操作区分开来,而不要求或者暗示这些实体或操作之间存在任何实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素。本文中各个实施例采用递进的方式描述,每个实施例重点说明的都是与其他实施例的不同之处,各个实施例之间相同相似部分互相参见即可。对于实施例公开的结构、产品等而言,由于其与实施例公开的部分相对应,所以描述的比较简单,相关之处参见方法部分说明即可。The detailed description of the embodiments of the invention are set forth in the description The examples represent only possible variations. Individual components and functions are optional unless explicitly required, and the order of operations may vary. Portions and features of some embodiments may be included or substituted for portions and features of other embodiments. The scope of the embodiments of the invention includes the full scope of the claims, and all equivalents of the claims. In this context, various embodiments may be referred to individually or collectively by the term "invention," for convenience only, and if more than one invention is disclosed, it is not intended to automatically limit the scope of the application to any A single invention or inventive concept. Herein, relational terms such as first and second are used merely to distinguish one entity or operation from another entity or operation, and do not require or imply any actual relationship between the entities or operations or order. Furthermore, the terms "comprises" or "comprising" or "comprising" or any other variations are intended to encompass a non-exclusive inclusion, such that a process, method, or device that includes a plurality of elements includes not only those elements but also other items not specifically listed. Elements. The various embodiments herein are described in a progressive manner, and each embodiment focuses on differences from other embodiments, and the same similar parts between the various embodiments may be referred to each other. For the structures, products, and the like disclosed in the embodiments, since they correspond to the parts disclosed in the embodiments, the description is relatively simple, and the relevant parts can be referred to the method parts.
在现有技术中,需要在空调进行节电控制后,对空调的节电量进行计算。节电量是根据空调在节电控制后,如空调从第一状态调整到第二状态的这段时间,即T时间段内,空调的预估功耗与空调的实际功耗的差值确定的。在上述过程中,空调的实际功耗可以根据空调反馈的功率和时间计算出,但空调的预估功耗是需要根据实验室的数据计算的。但因空调所在的地理位置、室外环境、室内环境、户型、机型等因素会对空调的功耗产生影响,因此实验室的数据无法反映空调实际的运行状态,计算出的预估功耗误差较大。本发明的整体构思是,获取T时间段内,处于第一状态的多台空调的型号和运行参数;根据上述参数,计算出空调在第一状态时,T时间段内的,预估功耗。In the prior art, it is necessary to calculate the power saving amount of the air conditioner after the air conditioner performs the power saving control. The power saving is determined according to the difference between the estimated power consumption of the air conditioner and the actual power consumption of the air conditioner during the period after the power saving control, such as the adjustment of the air conditioner from the first state to the second state, that is, the T period. . In the above process, the actual power consumption of the air conditioner can be calculated according to the power and time of the air conditioner feedback, but the estimated power consumption of the air conditioner needs to be calculated according to the laboratory data. However, due to the geographical location of the air conditioner, outdoor environment, indoor environment, type of house, model and other factors will affect the power consumption of the air conditioner, so the laboratory data can not reflect the actual operating state of the air conditioner, the calculated estimated power consumption error Larger. The overall concept of the present invention is to obtain the model and operating parameters of the plurality of air conditioners in the first state during the T time period; and calculate the estimated power consumption in the T period when the air conditioner is in the first state according to the above parameters. .
在本发明中,第一状态是指空调进行节电控制前所处的状态,第二状态是指空调进行节电控制后所处的状态,第一状态和第二状态可以是对空调设定温度的调节,如第一温度调至第二温度;也可也是空调风速的调节,如第一风速档位调至第二风速档位。In the present invention, the first state refers to a state before the air conditioner performs power saving control, and the second state refers to a state after the air conditioner performs power saving control, and the first state and the second state may be settings for the air conditioner. The temperature is adjusted, for example, the first temperature is adjusted to the second temperature; or the air speed is adjusted, for example, the first wind speed is adjusted to the second wind speed.
第一空调,是在计算第二空调的预估功耗时,从数据库调取其型号和运行参数的一类空调;第一空调在T时间段内的运行状态,与所述第二空调在进行节电控制前的运行状态相同,即第一空调位于第一状态。第一空调与第二空调位于同一地区,如同一市或同一区,室外环境基本相同。The first air conditioner is a type of air conditioner that retrieves its model and operating parameters from the database when calculating the estimated power consumption of the second air conditioner; the operating state of the first air conditioner in the T period is compared with the second air conditioner The operating state before the power saving control is the same, that is, the first air conditioner is in the first state. The first air conditioner and the second air conditioner are located in the same area, such as the same city or the same area, and the outdoor environment is basically the same.
第二空调,是本发明中进行节电控制,并需要计算其预估功耗的空调。第二空调在节电控制前与第一空调相同,处于第一状态;在对第二空调进行节电控制后,第二空调从第一状态调整至第二状态。The second air conditioner is an air conditioner that performs power saving control in the present invention and needs to calculate its estimated power consumption. The second air conditioner is in the first state before the power saving control, and is in the first state; after the power saving control is performed on the second air conditioner, the second air conditioner is adjusted from the first state to the second state.
第一空调或第二空调的型号,是指可以反映空调匹数和能耗等级的一类参数,如机器型号、机器编码。The model number of the first air conditioner or the second air conditioner refers to a type of parameter that can reflect the number of air conditioners and the energy consumption level, such as the machine model and the machine code.
能耗等级,可以由能效标识进行表示,可以按照国家标准划分为五个等级,等级1表示产品节电已达到国际先进水平,能耗最低;等级2表示产品比较节电;等级3表示产品能源效率为我国市场的平均水平;等级4表示产品能源效率低于市场平均水平;等级5是产品市场准入指标,低于该等级要求的产品不允许生产和销售;也可以是按照本行业标准或企业标准,进行等级划分。The energy consumption level can be represented by the energy efficiency label, which can be divided into five grades according to national standards. The grade 1 indicates that the product has reached the international advanced level and the energy consumption is the lowest; the grade 2 indicates that the product is more energy-saving; the grade 3 indicates the product energy. The efficiency is the average level of the Chinese market; the grade 4 indicates that the product energy efficiency is lower than the market average; the grade 5 is the product market access indicator, and the products below the level are not allowed to be produced and sold; or it may be in accordance with the industry standard or Enterprise standards, graded.
功率修正系数,是根据第一空调的型号和第二空调的型号确定的,用以对第一空调的功率进行修正,进而算出第一空调的修正功率。The power correction coefficient is determined according to the model of the first air conditioner and the model of the second air conditioner, and is used to correct the power of the first air conditioner, thereby calculating the correction power of the first air conditioner.
预估功耗,是第二空调在进行节电控制前,即在第一状态时,对应于T时间段内的功耗。The estimated power consumption is the power consumption of the second air conditioner before the power saving control, that is, in the first state, corresponding to the power consumption in the T period.
实际功耗,是第二空调在进行节电控制后,即在第二状态时,对应于T时间段内的功耗。The actual power consumption is the power consumption of the second air conditioner after the power saving control, that is, in the second state, corresponding to the T time period.
图1示出了本发明实施例的流程示意图。如图1所示:FIG. 1 is a schematic flow chart of an embodiment of the present invention. As shown in Figure 1:
在一些示例性的实施例中,一种空调功耗估算方法,包括:In some exemplary embodiments, an air conditioning power consumption estimating method includes:
步骤S101,获取处于同一地区的n台第一空调的型号和各所述第一空调在T时间段内的运行参数;所述运行参数包括:在所述T时间段内各所述第一空调上报的s次功率P ix,以及对应于各功率P ix的运行时间t ix;i=1,2,…,n,n为不小于1的正整数;x=1,2,...,s,s为不小于1的正整数; Step S101, acquiring the model numbers of the n first air conditioners in the same area and the operating parameters of the first air conditioners in the T time period; the operating parameters include: the first air conditioners in the T time period The reported s power P ix and the running time t ix corresponding to each power P ix ; i=1, 2, . . . , n, n are positive integers not less than 1; x=1, 2, . s, s is a positive integer not less than one;
步骤S102,根据所述n台第一空调的型号和第二空调的型号,确定所述n台第一空调的功率修正系数α iStep S102, determining, according to the model of the n first air conditioners and the model number of the second air conditioner, the power correction coefficient α i of the n first air conditioners;
步骤S103,根据所述n台第一空调中各所述第一空调在T时间段内的运行参数和所述功率修正系数α i,计算所述第二空调在所述T时间段内的预估功耗W1。 Step S103, calculating, according to the operating parameter of the first air conditioner in the n first air conditioners in the T time period and the power correction coefficient α i , the pre-determination of the second air conditioner in the T period Estimate power consumption W1.
在上述实施例中,根据n台第一空调的型号和各所述第一空调在T时间段内的运行参数,计算第二空调在T时间段内的预估功耗。在本实施例中,估算空调功耗时, 采用的数据不是根据实验室数据计算的,而是通过调取同一地区、同一运行时间段的n台第一空调的型号和运行参数,并根据这些参数计算第二空调的预估功耗W1。在本实施例中,所述n台第一空调的运行参数是在同一运行时间段采集的,这些参数受每台所述第一空调的地理位置、室外环境、室内环境、户型、机型等因素的影响;此外,第二空调的预估功耗W1也对应于该时间段,因此相对现有技术中通过实验数据计算的方式来说,本实施例换算出的空调功耗更准确。In the above embodiment, the estimated power consumption of the second air conditioner in the T period is calculated according to the model of the n first air conditioners and the operating parameters of the first air conditioners in the T period. In the embodiment, when estimating the power consumption of the air conditioner, the data used is not calculated according to the laboratory data, but the model and operating parameters of the n first air conditioners in the same area and the same running time period are retrieved, and according to these The parameter calculates the estimated power consumption W1 of the second air conditioner. In this embodiment, the operating parameters of the n first air conditioners are collected during the same running time period, and the parameters are determined by the geographic location, outdoor environment, indoor environment, floor type, model, etc. of each of the first air conditioners. In addition, the estimated power consumption W1 of the second air conditioner also corresponds to the time period, so the power consumption of the air conditioner converted by the embodiment is more accurate than the calculation method by the experimental data in the prior art.
在一些可选的实施例中,第二家电在节电控制前的设定温度为第一温度,在节电控制后,将设定温度设为第二温度。则上述实施例中调取的n台第一空调的设定温度为第一温度,计算出的预估功耗是第二家电在设定温度为第一温度时,运行T时间段内的功耗。在本实施例中,第二家电通过调整设定温度,进而达到节电的目的,因此在本实施例中,n台第一家电所处的第一状态,是指设定温度为第一温度;第二家电进行节电控制后所处的第二状态,是指设定温度为第二温度。In some optional embodiments, the set temperature of the second home appliance before the power saving control is the first temperature, and after the power saving control, the set temperature is set to the second temperature. The set temperature of the n first air conditioners obtained in the above embodiment is the first temperature, and the calculated estimated power consumption is the work of the second home appliance when the set temperature is the first temperature. Consumption. In this embodiment, the second home appliance adjusts the set temperature to achieve the purpose of power saving. Therefore, in the embodiment, the first state in which the n first home appliances are located refers to the set temperature being the first temperature. The second state in which the second home appliance is subjected to the power saving control means that the set temperature is the second temperature.
在一些可选的实施例中,步骤S101,可以从云服务器或其他设备获取n台第一空调的型号和运行参数。云服务器或其他设备,用于对同一地区的空调的运行状态,如第一状态和第二状态,进行监测,当空调的功率发生变化时,会主动上报云服务器或其他设备,告知其当前功率,因此云服务器或其他设备还记录各空调的功率,以及对应于该功率的运行时间。In some optional embodiments, in step S101, the model and operating parameters of the n first air conditioners may be obtained from the cloud server or other devices. A cloud server or other device is used to monitor the running status of the air conditioner in the same area, such as the first state and the second state. When the power of the air conditioner changes, the cloud server or other device is actively reported to the current power. Therefore, the cloud server or other device also records the power of each air conditioner and the running time corresponding to the power.
在一些可选的实施例中,步骤S102,可以从本地或云服务器或其他设备,查询n台第一空调的功率修正系数α iIn some optional embodiments, in step S102, the power correction coefficient α i of the n first air conditioners may be queried from a local or cloud server or other device.
可选的,在数据库中,记录了不同型号的空调的功率修正系数α i,根据第一空调的型号和第二空调的型号,可以直接查询到第一空调的功率修正系数α iOptionally, in the database, the power correction coefficient α i of the air conditioner of different models is recorded, and according to the model of the first air conditioner and the model of the second air conditioner, the power correction coefficient α i of the first air conditioner can be directly queried.
可选的,在数据库中,记录了空调在不同匹数和不同能耗等级所对应的系数;如表1。Optionally, in the database, the coefficients corresponding to the air conditioners in different numbers of horses and different energy consumption levels are recorded; as shown in Table 1.
匹数Number of horses 一级能耗Primary energy consumption 二级能耗Secondary energy consumption 三级能耗Tertiary energy consumption
1P1P A11A11 A12A12 A13A13
1.5P1.5P A21A21 A22A22 A23A23
2P2P A31A31 A32A32 A33A33
3P3P A41A41 A42A42 A43A43
表1Table 1
其中,空调的型号对应于空调的匹数和能耗等级,通过识别空调的型号,可以确定空调的匹数和能耗等级。Among them, the model of the air conditioner corresponds to the number of air conditioners and the energy consumption level. By identifying the model of the air conditioner, the number of air conditioners and the energy consumption level can be determined.
进一步的,所述步骤S102具体包括:Further, the step S102 specifically includes:
根据所述第二空调的型号,确定所述第二空调的系数a 0Determining a coefficient a 0 of the second air conditioner according to a model of the second air conditioner;
根据所述n台第一空调的型号,确定所述n台第一空调的系数a iDetermining coefficients a i of the n first air conditioners according to the models of the n first air conditioners;
根据公式4,计算所述n台第一空调的功率修正系数α iCalculating a power correction coefficient α i of the n first air conditioners according to Formula 4;
Figure PCTCN2018085032-appb-000011
Figure PCTCN2018085032-appb-000011
如,第二空调的型号对应的匹数为1P,能耗等级为一级能耗,则a 0为A11;共获取n台第一空调,分别编号为1到n,其中编号为3(即,i=3)的第一空调的型号对应的匹数为3P,能耗等级为二级能耗,则a 3=A42;根据以上信息和公式4,可以算出α 3=A42/A11。类似的,可以算出n台第一空调的系数α i,即α 1,α 2,…,α nFor example, the number of the second air conditioner corresponds to 1P, and the energy consumption level is the first-level energy consumption, then a 0 is A11; a total of n first air conditioners are obtained, numbered 1 to n, where the number is 3 (ie The model number of the first air conditioner of i=3) corresponds to 3P, and the energy consumption level is secondary energy consumption, then a 3 = A42; according to the above information and formula 4, α 3 = A42/A11 can be calculated. Similarly, the coefficients α i of the n first air conditioners, i.e., α 1 , α 2 , ..., α n , can be calculated.
在一些说明性的实施例中,步骤S103,包括:In some illustrative embodiments, step S103 includes:
计算所述n台第一空调中各第一空调的修正功率P iCalculating a corrected power P i of each of the n first air conditioners;
根据所述n台第一空调中各第一空调的修正功率P i计算所述n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000012
Calculating an average corrected power of the n first air conditioners according to the corrected power P i of each of the n first air conditioners
Figure PCTCN2018085032-appb-000012
;
根据所述n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000013
计算所述T时间段内所述第二空调的预估功耗W1。
According to the average corrected power of the n first air conditioners
Figure PCTCN2018085032-appb-000013
Calculating an estimated power consumption W1 of the second air conditioner in the T period.
进一步的,further,
根据公式1,计算所述n台第一空调中各第一空调的修正功率P iCalculating the corrected power P i of each of the first air conditioners in the n first air conditioners according to Formula 1:
Figure PCTCN2018085032-appb-000014
Figure PCTCN2018085032-appb-000014
进一步的,further,
根据公式2,计算所述n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000015
Calculating the average corrected power of the n first air conditioners according to Formula 2
Figure PCTCN2018085032-appb-000015
Figure PCTCN2018085032-appb-000016
Figure PCTCN2018085032-appb-000016
进一步的,further,
根据公式3,计算在所述T时间段内所述第二空调的预估功耗W1;Calculating an estimated power consumption W1 of the second air conditioner in the T period according to Equation 3;
Figure PCTCN2018085032-appb-000017
Figure PCTCN2018085032-appb-000017
上述实施例,给出了计算预估功耗W1的具体计算方法和相应的公式。在获取n台第一空调的型号和状态参数后,计算各第一空调的修正功率P i,然后再将计算出的修正功率P i取平均,算出n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000018
即第二空调在未进行节电控制前,处于第一状态,在T时间端内的预估功耗;然后再将上述步骤中算出的
Figure PCTCN2018085032-appb-000019
与T相乘,计算出在T时间段内所述第二空调的预估功耗W1。
In the above embodiment, a specific calculation method and a corresponding formula for calculating the estimated power consumption W1 are given. After acquiring the model and state parameters of the n first air conditioners, calculating the corrected power P i of each of the first air conditioners, and then averaging the calculated correction powers P i to calculate the average corrected power of the n first air conditioners
Figure PCTCN2018085032-appb-000018
That is, the second air conditioner is in the first state before the power saving control is performed, and the estimated power consumption in the T time end; then the calculated in the above step
Figure PCTCN2018085032-appb-000019
Multiplying T, the estimated power consumption W1 of the second air conditioner during the T period is calculated.
在一些可选的实施例中,还包括计算第二空调在进行节电控制后的节电量。如,第二空调在进行节电控制后,设定温度从第一温度调至第二温度,则计算第二空调在 T时间段内的实际功耗W2,然后根据W1和W2计算T时间段内第二空调的节电量,即功耗节约值ΔW。In some optional embodiments, the method further includes calculating a power saving amount of the second air conditioner after performing the power saving control. For example, after the second air conditioner adjusts the temperature from the first temperature to the second temperature after performing the power saving control, the actual power consumption W2 of the second air conditioner in the T period is calculated, and then the T period is calculated according to W1 and W2. The power saving of the second air conditioner, that is, the power consumption saving value ΔW.
进一步的,根据公式5,计算所述第二空调在所述T时间段内的功耗节约值ΔW;Further, according to Formula 5, the power consumption saving value ΔW of the second air conditioner in the T period is calculated;
ΔW=W1-W2           (5)。ΔW=W1-W2 (5).
进一步的,计算实际功耗W2的步骤,具体包括:Further, the step of calculating the actual power consumption W2 specifically includes:
获取第二空调在T时间段内的运行参数,包括:在所述T时间段内第二空调上报的m次功率P y,以及对应于各功率P y的运行时间t yObtaining a second parameter in the air-conditioning operation period T, comprising: a second air-conditioning in the reported time period T P y m-th power, and the operating time corresponding to each of the power P y t y;
根据公式6,计算所述实际功耗W2:Calculate the actual power consumption W2 according to Equation 6:
Figure PCTCN2018085032-appb-000020
Figure PCTCN2018085032-appb-000020
其中,y=1,2,...,m,m为不小于1的正整数。Where y=1, 2, . . . , m, m is a positive integer not less than 1.
上述实施例,实际功耗W2是根据第二空调在T时间段的运行参数算出的,第二空调在运行时每当功率发生变化会上报其当前功率,从而获取其在T时间段内的至少一个运行功率,以及相应的运行时间。In the above embodiment, the actual power consumption W2 is calculated according to the operating parameter of the second air conditioner in the T time period, and the second air conditioner reports its current power whenever the power changes during operation, thereby acquiring at least the T time period. One running power, and the corresponding running time.
可选的,第二空调在T时间段内的运行参数可以是在本端的数据库记录,或者从云服务器或其他设备上获取。Optionally, the operating parameter of the second air conditioner in the T time period may be a database record at the local end, or obtained from a cloud server or other device.
在一些说明性的实施例中,在步骤S101中,先获取与第二空调的型号相同的m台第一空调,其中m为小于等于n的正整数。若m小于n,则再随机获取n-m台第一空调。如n为100台,则先在数据库中获取与第二空调相同型号的设定温度为第一温度的第一空调,若当前数据库中符合该条件的第一空调仅为60台,则剩下的40台则随机在数据库中获取设定温度为第一温度的第一空调。进一步的,m台第一空调与第二空调的型号相同,则功率修正系数α i=1。在上述实施例中,在数据库中优先获取与第二空调同型号的第一空调,以保证抽取的第一空调的运行环境最接近第二空调,进而提高预估功耗的准确度。 In some illustrative embodiments, in step S101, m first air conditioners of the same model as the second air conditioner are first acquired, where m is a positive integer less than or equal to n. If m is less than n, the nm first air conditioner is randomly obtained. If n is 100, first obtain the first air conditioner with the same temperature as the first temperature of the second air conditioner in the database. If the first air conditioner in the current database meets the condition is only 60, then the remaining The 40 units randomly acquire the first air conditioner whose set temperature is the first temperature in the database. Further, the m first air conditioner is the same as the second air conditioner, and the power correction coefficient α i =1. In the above embodiment, the first air conditioner of the same model as the second air conditioner is preferentially obtained in the database to ensure that the operating environment of the extracted first air conditioner is closest to the second air conditioner, thereby improving the accuracy of the estimated power consumption.
为了对上述实施例给出具体的说明,图2示出了本发明实施例的一种空调功耗估算方法的流程示意图。如图2所示,所述方法包括:In order to give a specific description of the above embodiments, FIG. 2 is a schematic flowchart diagram of a method for estimating power consumption of an air conditioner according to an embodiment of the present invention. As shown in FIG. 2, the method includes:
步骤S201,根据节电控制方案,将用户空调的设定温度从T11调节为T12;Step S201, according to the power saving control scheme, the set temperature of the user air conditioner is adjusted from T11 to T12;
步骤S202,根据上报的功率,计算T时间段内,如10:00-11:00,所述用户空调的实际功耗W2;Step S202, according to the reported power, calculate the actual power consumption W2 of the user air conditioner in the T time period, such as 10:00-11:00;
根据上报功率的情况,获取的数据如下:According to the reported power, the data obtained is as follows:
P 1=700W,10min;P 2=1000W,20min;P 3=800W,15min;P 4=600W,15min; P 1 =700W, 10min; P 2 =1000W, 20min; P 3 =800W, 15min; P 4 =600W, 15min;
根据公式6,
Figure PCTCN2018085032-appb-000021
其中m=4,
According to formula 6,
Figure PCTCN2018085032-appb-000021
Where m=4,
计算W2=48KW·min=2880*10 3J。 Calculate W2 = 48 KW·min = 2880 * 10 3 J.
步骤S203,采集同一地区的多台设定温度为T11的空调的运行数据,计算预估功耗W1;Step S203, collecting operation data of a plurality of air conditioners with the set temperature T11 in the same area, and calculating the estimated power consumption W1;
考虑到某一地区相同型号的数量会有所不同,我们规定采集同一地区的100台空调进行估算T11温度下的功耗情况。优先考虑相同型号的空调,当相同型号的空调不够100台时,再随机抽取凑够100台。根据这100台设备功耗的加权平均来估算T11温度下的功耗W1。Considering that the number of the same model in a certain area will vary, we require collecting 100 air conditioners in the same area to estimate the power consumption at T11 temperature. Priority is given to the same type of air conditioner. When the same type of air conditioner is not enough, 100 sets are randomly selected. The power consumption W1 at the T11 temperature is estimated based on the weighted average of the power consumption of the 100 devices.
其中,W1的具体计算方法如下:Among them, the specific calculation method of W1 is as follows:
各个第一空调的功耗计算方法与公式6相同,同一地区第一空调在T时间内有n台,其中,n=100,各自的运行时间为t ix,n=1,2,…,n;x=1,2,…,s,且
Figure PCTCN2018085032-appb-000022
The calculation method of the power consumption of each first air conditioner is the same as that of Equation 6. The first air conditioner in the same area has n units in the T time, wherein n=100, and the respective running times are t ix , n=1, 2,...,n ;x=1,2,...,s, and
Figure PCTCN2018085032-appb-000022
其中,每台第一空调的修正功率为
Figure PCTCN2018085032-appb-000023
Wherein, the correction power of each first air conditioner is
Figure PCTCN2018085032-appb-000023
当m=n,即m=100时,α i=1,计算得出100台,第一空调的平均修正功率
Figure PCTCN2018085032-appb-000024
When m=n, that is, m=100, α i =1, 100 units are calculated, and the average corrected power of the first air conditioner
Figure PCTCN2018085032-appb-000024
Figure PCTCN2018085032-appb-000025
Figure PCTCN2018085032-appb-000025
当m<100时,则根据相对应的能耗等级以及匹数进行系数修正,计算得出100台,第一空调的平均修正功率
Figure PCTCN2018085032-appb-000026
When m<100, the coefficient correction is performed according to the corresponding energy consumption level and the number of horses, and 100 units are calculated, and the average corrected power of the first air conditioner is calculated.
Figure PCTCN2018085032-appb-000026
Figure PCTCN2018085032-appb-000027
Figure PCTCN2018085032-appb-000027
最后,根据计算出的
Figure PCTCN2018085032-appb-000028
计算预估功耗W1:
Finally, based on the calculated
Figure PCTCN2018085032-appb-000028
Calculate the estimated power consumption W1:
Figure PCTCN2018085032-appb-000029
Figure PCTCN2018085032-appb-000029
步骤S204,根据预估功耗W1和用户空调的实际功耗W2,计算10:00-11:00的节电量。Step S204, calculating the power saving amount of 10:00-11:00 according to the estimated power consumption W1 and the actual power consumption W2 of the user air conditioner.
修正系数参照表1,表1记录了过去一年相同匹数相同能耗等级的设备的平均单位能耗情况。The correction factor refers to Table 1. Table 1 records the average unit energy consumption of the same number of devices with the same energy consumption level in the past year.
举例说明,某一地区的用户空调是1p,二级能耗的,由T11调节到T12温度下运行了1个小时,该地区,相同型号的空调在这一个小时内设定在T11温度下的有60台,则这60台的修正系数α 1-60=1,其余的40台由在1个小时内设定在T11温度下的其他型号的空调中抽取,假设我们抽的全是1p,1级能耗的,则这40台的修正系数为α 61-100=A12/A11。 For example, the air conditioner of a user in a certain area is 1p, the second-level energy consumption, which is operated by T11 to T12 for 1 hour. In this area, the same type of air conditioner is set at T11 temperature within this hour. There are 60 units, the correction coefficient α 1-60 =1 of these 60 units, and the remaining 40 units are extracted by other types of air conditioners set at T11 temperature within 1 hour, assuming that all of us pumped 1p, For level 1 energy consumption, the correction factor for these 40 units is α 61-100 = A12/A11.
则用户空调在T11设定温度下的预估功耗W1为:The estimated power consumption W1 of the user air conditioner at the set temperature of T11 is:
Figure PCTCN2018085032-appb-000030
Figure PCTCN2018085032-appb-000030
上述实施例给出了本发明一种空调功耗估算方法的具体实施方式,在上述实施例中,根据100台第一空调的型号和各所述第一空调在10:00到11:00的运行参数,计算第二空调,即用户空调在10:00到11:00这1小时的预估功耗。相对现有技术中通过实验数据计算的方式来说,本实施例换算出的空调功耗更准确。The above embodiment provides a specific implementation manner of the method for estimating the power consumption of the air conditioner according to the present invention. In the above embodiment, according to the model of the 100 first air conditioners and the first air conditioners, the first air conditioner is between 10:00 and 11:00. The operating parameters are calculated, and the second air conditioner is calculated, that is, the estimated power consumption of the user air conditioner at 1 hour from 10:00 to 11:00. Compared with the way of calculating the experimental data in the prior art, the power consumption of the air conditioner converted by the embodiment is more accurate.
图3示出了本发明实施例的一种空调功耗估算装置。如图3所示,FIG. 3 shows an air conditioner power consumption estimating device according to an embodiment of the present invention. As shown in Figure 3,
在一些示例性的实施例中,一种空调功耗估算装置,包括:信号接收器301和处理器302;其中,In some exemplary embodiments, an air conditioning power consumption estimating device includes: a signal receiver 301 and a processor 302; wherein
所述信号接收器301,用于获取n台第一空调的型号和各所述第一空调在T时间段内的运行参数;所述运行参数包括:在所述T时间段内各所述第一空调上报的s次功率P ix,以及对应于各功率P ix的运行时间t ix;其中,x=1,2,...,s,s为不小于1的正整数;i=1,2,…,n,n为不小于1的正整数; The signal receiver 301 is configured to acquire a model of the n first air conditioners and an operating parameter of each of the first air conditioners in the T time period; the operating parameters include: each of the The s power P ix reported by the air conditioner, and the running time t ix corresponding to each power P ix ; wherein x=1, 2, . . . , s, s is a positive integer not less than 1; i=1, 2,...,n,n is a positive integer not less than 1;
所述处理器302,用于根据所述n台第一空调的型号和第二空调的型号,确定所述n台第一空调的功率修正系数α i;以及,根据所述n台第一空调中各所述第一空调在T时间段内的运行参数和所述功率修正系数α i,计算所述第二空调在所述T时间段内的预估功耗。 The processor 302 is configured to determine, according to the model of the n first air conditioners and the model of the second air conditioner, a power correction coefficient α i of the n first air conditioners; and, according to the n first air conditioners The operating parameters of the first air conditioner in the T period and the power correction coefficient α i are used to calculate the estimated power consumption of the second air conditioner in the T period.
在上述实施例中,根据n台第一空调的型号和各所述第一空调在T时间段内的运行参数,计算第二空调在T时间段内的预估功耗。在本实施例中,估算空调功耗时,采用的数据不是根据实验室数据计算的,而是通过调取同一地区、同一运行时间段的n台第一空调的型号和运行参数,并根据这些参数计算第二空调的预估功耗W1。在本实施例中,所述n台第一空调的运行参数是在同一运行时间段采集的,这些参数受每台所述第一空调的地理位置、室外环境、室内环境、户型、机型等因素的影响;此外,第二空调的预估功耗W1也对应于该时间段,因此相对现有技术中通过实验数据计算的方式来说,本实施例换算出的空调功耗更准确。In the above embodiment, the estimated power consumption of the second air conditioner in the T period is calculated according to the model of the n first air conditioners and the operating parameters of the first air conditioners in the T period. In the embodiment, when estimating the power consumption of the air conditioner, the data used is not calculated according to the laboratory data, but the model and operating parameters of the n first air conditioners in the same region and the same running time period are retrieved, and according to these The parameter calculates the estimated power consumption W1 of the second air conditioner. In this embodiment, the operating parameters of the n first air conditioners are collected during the same running time period, and the parameters are determined by the geographic location, outdoor environment, indoor environment, floor type, model, etc. of each of the first air conditioners. In addition, the estimated power consumption W1 of the second air conditioner also corresponds to the time period, so the power consumption of the air conditioner converted by the embodiment is more accurate than the calculation method by the experimental data in the prior art.
在一些可选的实施例中,第二家电在节电控制前的设定温度为第一温度,在节电控制后,将设定温度设为第二温度。则上述实施例中调取的n台第一空调的设定温度为第一温度,处理器302计算出的预估功耗是第二家电在设定温度为第一温度时,运行T时间段内的功耗。在本实施例中,第二家电通过调整设定温度,进而达到节电的目的,因此在本实施例中,n台第一家电所处的第一状态,是指设定温度为第一温度;第二家电进行节电控制后所处的第二状态,是指设定温度为第二温度。In some optional embodiments, the set temperature of the second home appliance before the power saving control is the first temperature, and after the power saving control, the set temperature is set to the second temperature. The set temperature of the n first air conditioners obtained in the above embodiment is the first temperature, and the estimated power consumption calculated by the processor 302 is the second time period when the second home appliance is at the first temperature. Power consumption inside. In this embodiment, the second home appliance adjusts the set temperature to achieve the purpose of power saving. Therefore, in the embodiment, the first state in which the n first home appliances are located refers to the set temperature being the first temperature. The second state in which the second home appliance is subjected to the power saving control means that the set temperature is the second temperature.
在一些可选的实施例中,信号接收器301,还用于可以从云服务器或其他设备获取n台第一空调的型号和运行参数。云服务器或其他设备,用于对同一地区的空调的运行状态,如第一状态和第二状态,进行监测,当空调的功率发生变化时,会主动上 报云服务器或其他设备,告知其当前功率,因此云服务器或其他设备还记录各空调的功率,以及对应于该功率的运行时间。In some optional embodiments, the signal receiver 301 is further configured to acquire the model and operating parameters of the n first air conditioners from the cloud server or other devices. A cloud server or other device is used to monitor the running status of the air conditioner in the same area, such as the first state and the second state. When the power of the air conditioner changes, the cloud server or other device is actively reported to the current power. Therefore, the cloud server or other device also records the power of each air conditioner and the running time corresponding to the power.
在一些可选的实施例中,处理器302可以从本地或云服务器或其他设备,查询n台第一空调的功率修正系数α iIn some optional embodiments, the processor 302 can query the power correction coefficient α i of the n first air conditioners from a local or cloud server or other device.
可选的,在本地或云服务器或其他设备的数据库中,记录了不同型号的空调的功率修正系数α i,根据第一空调的型号和第二空调的型号,可以直接查询到第一空调的功率修正系数α iOptionally, in the database of the local or cloud server or other device, the power correction coefficient α i of the air conditioner of different models is recorded, and according to the model of the first air conditioner and the model of the second air conditioner, the first air conditioner can be directly inquired. Power correction factor α i .
可选的,在数据库中,记录了空调在不同匹数和不同能耗等级所对应的系数;如表1。其中,空调的型号对应于空调的匹数和能耗等级,通过识别空调的型号,可以确定空调的匹数和能耗等级。Optionally, in the database, the coefficients corresponding to the air conditioners in different numbers of horses and different energy consumption levels are recorded; as shown in Table 1. Among them, the model of the air conditioner corresponds to the number of air conditioners and the energy consumption level. By identifying the model of the air conditioner, the number of air conditioners and the energy consumption level can be determined.
进一步的,处理器302,还用于根据所述第二空调的型号,确定所述第二空调的系数a 0;以及,根据所述n台第一空调的型号,确定所述n台第一空调的系数a i;以及,根据公式4,计算所述n台第一空调的功率修正系数α iFurther, the processor 302 is further configured to determine a coefficient a 0 of the second air conditioner according to a model of the second air conditioner; and determine, according to a model of the n first air conditioners, the n first a coefficient a i of the air conditioner; and, according to formula 4, calculating a power correction coefficient α i of the n first air conditioners;
Figure PCTCN2018085032-appb-000031
Figure PCTCN2018085032-appb-000031
如,第二空调的型号对应的匹数为1P,能耗等级为一级能耗,则a 0为A11;共获取n台第一空调,分别编号为1到n,其中编号为3(即,i=3)的第一空调的型号对应的匹数为3P,能耗等级为二级能耗,则a 3=A42;根据以上信息和公式4,可以算出α 3=A42/A11。类似的,可以算出n台第一空调的系数α i,即α 1,α 2,…,α nFor example, the number of the second air conditioner corresponds to 1P, and the energy consumption level is the first-level energy consumption, then a 0 is A11; a total of n first air conditioners are obtained, numbered 1 to n, where the number is 3 (ie The model number of the first air conditioner of i=3) corresponds to 3P, and the energy consumption level is secondary energy consumption, then a 3 = A42; according to the above information and formula 4, α 3 = A42/A11 can be calculated. Similarly, the coefficients α i of the n first air conditioners, i.e., α 1 , α 2 , ..., α n , can be calculated.
在一些可选的实施例中,In some alternative embodiments,
所述处理器302,还用于计算所述n台第一空调中各第一空调的修正功率P i;以及,根据所述n台第一空调中各第一空调的修正功率P i计算所述n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000032
;以及,根据所述n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000033
计算所述T时间段内所述第二空调的预估功耗W1。
The processor 302 is further configured to calculate the first n units of each first conditioning the air conditioner correction power P i; and, n according to the first station in each of the first air-conditioned air conditioner calculates the correction power P i The average corrected power of the n first air conditioners
Figure PCTCN2018085032-appb-000032
And, according to the average corrected power of the n first air conditioners
Figure PCTCN2018085032-appb-000033
Calculating an estimated power consumption W1 of the second air conditioner in the T period.
进一步的,所述处理器302,还用于根据公式1,计算所述n台第一空调中各第一空调的修正功率P iFurther, the processor 302 is further configured to calculate, according to Formula 1, the corrected power P i of each of the n air conditioners in the first air conditioner:
Figure PCTCN2018085032-appb-000034
Figure PCTCN2018085032-appb-000034
进一步的,所述处理器302,还用于根据公式2,计算所述n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000035
Further, the processor 302 is further configured to calculate an average corrected power of the n first air conditioners according to Formula 2
Figure PCTCN2018085032-appb-000035
Figure PCTCN2018085032-appb-000036
Figure PCTCN2018085032-appb-000036
进一步的,所述处理器302,还用于根据公式3,计算所述T时间段内所述第二 空调的预估功耗W1;Further, the processor 302 is further configured to calculate an estimated power consumption W1 of the second air conditioner in the T period according to Equation 3;
Figure PCTCN2018085032-appb-000037
Figure PCTCN2018085032-appb-000037
上述实施例,给出了计算预估功耗W1的具体计算方法和相应的公式。在信号接收器301获取n台第一空调的型号和状态参数后,处理器302计算各第一空调的修正功率P i,然后再将计算出的修正功率P i取平均,算出n台第一空调的平均修正功率
Figure PCTCN2018085032-appb-000038
,即第二空调在未进行节电控制前,处于第一状态,在T时间端内的预估功耗;然后再将上述步骤中算出的
Figure PCTCN2018085032-appb-000039
与T相乘,计算出在T时间段内所述第二空调的预估功耗W1。
In the above embodiment, a specific calculation method and a corresponding formula for calculating the estimated power consumption W1 are given. After the signal receiver 301 acquires the model and status parameters of the n first air conditioners, the processor 302 calculates the corrected power P i of each of the first air conditioners, and then averages the calculated corrected powers P i to calculate n firsts. Average corrected power of air conditioner
Figure PCTCN2018085032-appb-000038
, that is, the second air conditioner is in the first state before the power saving control is performed, and the estimated power consumption in the T time end; then the calculated in the above step
Figure PCTCN2018085032-appb-000039
Multiplying T, the estimated power consumption W1 of the second air conditioner during the T period is calculated.
在一些可选的实施例中,处理器302还用于计算第二空调在进行节电控制后的节电量。如,第二空调在进行节电控制后,设定温度从第一温度调至第二温度,则处理器302,用于计算第二空调在T时间段内的实际功耗W2,然后根据W1和W2计算T时间段内第二空调的节电量,即功耗节约值ΔW。In some optional embodiments, the processor 302 is further configured to calculate a power saving amount of the second air conditioner after performing the power saving control. For example, after the second air conditioner performs the power saving control, the set temperature is adjusted from the first temperature to the second temperature, and the processor 302 is configured to calculate the actual power consumption W2 of the second air conditioner in the T period, and then according to the W1. And W2 calculates the power consumption of the second air conditioner in the T period, that is, the power consumption saving value ΔW.
在一些可选的实施例中,In some alternative embodiments,
所述处理器302,还用于根据公式5,计算所述第二空调在所述T时间段内的功耗节约值ΔW;The processor 302 is further configured to calculate, according to Formula 5, a power consumption saving value ΔW of the second air conditioner in the T period;
ΔW=W1-W2           (5)。ΔW=W1-W2 (5).
在一些可选的实施例中,In some alternative embodiments,
所述处理器302,还用于获取所述第二空调在T时间段内的运行参数,包括:在所述T时间段内所述第二空调上报的m次功率P y,以及对应于各功率P y的运行时间t yThe processor 302 is further configured to acquire the operating parameters of the second air conditioner in the T time period, including: the m powers P y reported by the second air conditioner in the T time period, and corresponding to each runtime power P y t y;
根据公式6,计算所述实际功耗W2:Calculate the actual power consumption W2 according to Equation 6:
Figure PCTCN2018085032-appb-000040
Figure PCTCN2018085032-appb-000040
其中,y=1,2,...,m,m为不小于1的正整数。Where y=1, 2, . . . , m, m is a positive integer not less than 1.
在上述实施例,实际功耗W2是处理器302根据第二空调在T时间段的运行参数算出的,第二空调在运行时每当功率发生变化会上报其当前功率,从而获取其在T时间段内的至少一个运行功率,以及相应的运行时间。In the above embodiment, the actual power consumption W2 is calculated by the processor 302 according to the operating parameter of the second air conditioner during the T time period, and the second air conditioner reports its current power whenever the power changes during operation, thereby acquiring its current time. At least one operating power within the segment, and corresponding runtime.
可选的,第二空调在T时间段内的运行参数可以是在本端的数据库记录,或者是信号接收器301从云服务器或其他设备上获取的。Optionally, the operating parameter of the second air conditioner in the T time period may be a database record at the local end, or the signal receiver 301 is obtained from a cloud server or other device.
应当理解的是,本发明并不局限于上面已经描述并在附图中示出的流程及结构,并且可以在不脱离其范围进行各种修改和改变。本发明的范围仅由所附的权利要求来限制。It is to be understood that the invention is not to be construed as being limited to The scope of the invention is limited only by the appended claims.

Claims (11)

  1. 一种空调功耗估算方法,其特征在于,包括:An air conditioning power consumption estimating method, comprising:
    获取与第二空调处于同一地区的n台第一空调的型号和各所述第一空调在T时间段内的运行参数;所述运行参数包括:在所述T时间段内各所述第一空调上报的s次功率P ix,以及对应于各功率P ix的运行时间t ix;i=1,2,…,n,n为不小于1的正整数;x=1,2,...,s,s为不小于1的正整数; Obtaining a model of n first air conditioners in the same area as the second air conditioner and operating parameters of each of the first air conditioners in a T period; the operating parameters include: each of the first ones in the T period The s power P ix reported by the air conditioner, and the running time t ix corresponding to each power P ix ; i = 1, 2, ..., n, n is a positive integer not less than 1; x = 1, 2, ... , s, s is a positive integer not less than 1;
    根据所述n台第一空调的型号和所述第二空调的型号,确定所述n台第一空调的功率修正系数α iDetermining, according to the model of the n first air conditioners and the model of the second air conditioner, the power correction coefficient α i of the n first air conditioners;
    根据所述n台第一空调中各所述第一空调在T时间段内的运行参数和所述功率修正系数α i,计算所述第二空调在所述T时间段内的预估功耗W1。 Calculating an estimated power consumption of the second air conditioner in the T period according to an operating parameter of the first air conditioner in the n first air conditioners and the power correction coefficient α i W1.
  2. 如权利要求1所述的方法,其特征在于,所述根据所述n台第一空调的各所述第一空调在T时间段内的运行参数和所述功率修正系数α i,计算所述第二空调在所述T时间段内的预估功耗,包括: The method according to claim 1, wherein said calculating said said operating parameter and said power correction coefficient α i of said first air conditioners of said n first air conditioners during a T period The estimated power consumption of the second air conditioner during the T period includes:
    计算所述n台第一空调中各第一空调的修正功率P iCalculating a corrected power P i of each of the n first air conditioners;
    根据所述n台第一空调中各第一空调的修正功率P i计算所述n台第一空调的平均修正功率
    Figure PCTCN2018085032-appb-100001
    Calculating an average corrected power of the n first air conditioners according to the corrected power P i of each of the n first air conditioners
    Figure PCTCN2018085032-appb-100001
    根据所述n台第一空调的平均修正功率
    Figure PCTCN2018085032-appb-100002
    计算所述T时间段内所述第二空调的预估功耗W1。
    According to the average corrected power of the n first air conditioners
    Figure PCTCN2018085032-appb-100002
    Calculating an estimated power consumption W1 of the second air conditioner in the T period.
  3. 如权利要求2所述的方法,其特征在于,根据下述公式计算所述n台第一空调中各第一空调的修正功率P iThe method according to claim 2, wherein the corrected power P i of each of the n first air conditioners is calculated according to the following formula:
    Figure PCTCN2018085032-appb-100003
    Figure PCTCN2018085032-appb-100003
  4. 如权利要求1至3任一项所述的方法,其特征在于,所述根据所述n台第一空调的型号和第二空调的型号,确定所述n台第一空调的功率修正系数α i,包括: The method according to any one of claims 1 to 3, wherein the power correction coefficient α of the n first air conditioners is determined according to a model of the n first air conditioners and a model number of the second air conditioner i , including:
    根据所述第二空调的型号,确定所述第二空调的系数a 0Determining a coefficient a 0 of the second air conditioner according to a model of the second air conditioner;
    根据所述n台第一空调的型号,确定所述n台第一空调的系数a iDetermining coefficients a i of the n first air conditioners according to the models of the n first air conditioners;
    根据下述公式,计算所述n台第一空调的功率修正系数α iCalculating a power correction coefficient α i of the n first air conditioners according to the following formula;
    Figure PCTCN2018085032-appb-100004
    Figure PCTCN2018085032-appb-100004
  5. 如权利要求4所述的方法,其特征在于,在所述计算在所述T时间段内所述第二空调的预估功耗后,还包括:The method of claim 4, further comprising: after calculating the estimated power consumption of the second air conditioner in the T time period,
    计算所述第二空调在所述T时间段内的实际功耗W2;Calculating an actual power consumption W2 of the second air conditioner in the T period;
    根据下述公式,计算所述第二空调在所述T时间段内的功耗节约值ΔW;Calculating a power consumption saving value ΔW of the second air conditioner in the T period according to the following formula;
    ΔW=W1-W2。ΔW=W1-W2.
  6. 如权利要求5所述的方法,其特征在于,所述计算所述第二空调在所述T时间段内的实际功耗W2,包括:The method of claim 5, wherein the calculating the actual power consumption W2 of the second air conditioner during the T time period comprises:
    获取所述第二空调在T时间段内的运行参数,包括:在所述T时间段内所述第二空调上报的m次功率P y,以及对应于各功率P y的运行时间t yAcquiring operating parameters of the second air-conditioning period T, comprising: in the air conditioner of the second time period T m times reported power P y, and the operating time corresponding to each of the power P y t y;
    根据下述公式,计算所述实际功耗W2:The actual power consumption W2 is calculated according to the following formula:
    Figure PCTCN2018085032-appb-100005
    Figure PCTCN2018085032-appb-100005
    其中,y=1,2,...,m;m为不小于1的正整数。Where y=1, 2, . . . , m; m is a positive integer not less than 1.
  7. 一种空调功耗估算装置,其特征在于,包括:信号接收器和处理器;其中,所述信号接收器,用于获取与第二空调处于同一地区的n台第一空调的型号和各所述第一空调在T时间段内的运行参数;所述运行参数包括:在所述T时间段内各所述第一空调上报的s次功率P ix,以及对应于各功率P ix的运行时间t ix;其中,x=1,2,...,s,s为不小于1的正整数;i=1,2,…,n,n为不小于1的正整数; An air conditioner power consumption estimating device, comprising: a signal receiver and a processor; wherein the signal receiver is configured to acquire a model and a plurality of n air conditioners in the same area as the second air conditioner The operating parameters of the first air conditioner in the T time period; the operating parameters include: s times power P ix reported by each of the first air conditioners in the T time period, and running time corresponding to each power P ix t ix ; wherein x=1, 2, ..., s, s is a positive integer not less than 1; i = 1, 2, ..., n, n is a positive integer not less than 1;
    所述处理器,用于根据所述n台第一空调的型号和第二空调的型号,确定所述n台第一空调的功率修正系数α i;以及,根据所述n台第一空调中各所述第一空调在T时间段内的运行参数和所述功率修正系数α i,计算所述第二空调在所述T时间段内的预估功耗。 The processor is configured to determine, according to the model of the n first air conditioners and the model of the second air conditioner, a power correction coefficient α i of the n first air conditioners; and, according to the n first air conditioners The operating parameters of each of the first air conditioners in the T period and the power correction coefficient α i are used to calculate an estimated power consumption of the second air conditioner in the T period.
  8. 如权利要求7所述的装置,其特征在于,The device of claim 7 wherein:
    所述处理器,还用于计算所述n台第一空调中各第一空调的修正功率P i;以及,根据所述n台第一空调中各第一空调的修正功率P i计算所述n台第一空调的平均修正功率
    Figure PCTCN2018085032-appb-100006
    以及,根据所述n台第一空调的平均修正功率
    Figure PCTCN2018085032-appb-100007
    计算所述T时间段内所述第二空调的预估功耗W1。
    The processor is further configured to calculate the first n units of each first air-conditioned air conditioner correction power P i; and, n is calculated according to the first station in each of the first air-conditioned air conditioning power P i of the corrected Average corrected power of n first air conditioners
    Figure PCTCN2018085032-appb-100006
    And, according to the average corrected power of the n first air conditioners
    Figure PCTCN2018085032-appb-100007
    Calculating an estimated power consumption W1 of the second air conditioner in the T period.
  9. 如权利要求8所述的装置,其特征在于,The device of claim 8 wherein:
    所述处理器,还用于根据下述公式计算所述n台第一空调中各第一空调的修正功率P iThe processor is further configured to calculate a corrected power P i of each of the n first air conditioners according to the following formula:
    Figure PCTCN2018085032-appb-100008
    Figure PCTCN2018085032-appb-100008
  10. 如权利要求7至9中任一项所述的装置,其特征在于,A device according to any one of claims 7 to 9, wherein
    所述处理器,还用于根据所述第二空调的型号,确定所述第二空调的系数a 0The processor is further configured to determine a coefficient a 0 of the second air conditioner according to a model of the second air conditioner;
    根据所述n台第一空调的型号,确定所述n台第一空调的系数a iDetermining coefficients a i of the n first air conditioners according to the models of the n first air conditioners;
    根据下述公式计算所述n台第一空调的功率修正系数α iCalculating a power correction coefficient α i of the n first air conditioners according to the following formula;
    Figure PCTCN2018085032-appb-100009
    Figure PCTCN2018085032-appb-100009
  11. 如权利要求10所述的装置,其特征在于,The device of claim 10 wherein:
    所述处理器,还用于获取所述第二空调在T时间段内的运行参数,包括:在所述T时间段内所述第二空调上报的m次功率P y,以及对应于各功率P y的运行时间t yThe processor is further configured to acquire an operating parameter of the second air conditioner in a T time period, including: m times power P y reported by the second air conditioner in the T time period, and corresponding to each power P y running time t y ;
    根据下述公式,计算所述实际功耗W2:The actual power consumption W2 is calculated according to the following formula:
    Figure PCTCN2018085032-appb-100010
    Figure PCTCN2018085032-appb-100010
    其中,y=1,2,...,m,m为不小于1的正整数;Where y=1, 2, . . . , m, m is a positive integer not less than 1;
    根据下述公式,计算所述第二空调在所述T时间段内的功耗节约值ΔW;Calculating a power consumption saving value ΔW of the second air conditioner in the T period according to the following formula;
    ΔW=W1-W2。ΔW=W1-W2.
PCT/CN2018/085032 2017-05-02 2018-04-28 Air conditioner power consumption estimation method and device WO2018201996A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
EP18794528.2A EP3546842B1 (en) 2017-05-02 2018-04-28 Air conditioner power consumption estimation method and device

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201710302173.2A CN107246705B (en) 2017-05-02 2017-05-02 A kind of air-conditioning power consumption estimation method and device
CN201710302173.2 2017-05-02

Publications (2)

Publication Number Publication Date
WO2018201996A1 true WO2018201996A1 (en) 2018-11-08
WO2018201996A9 WO2018201996A9 (en) 2019-01-03

Family

ID=60016870

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2018/085032 WO2018201996A1 (en) 2017-05-02 2018-04-28 Air conditioner power consumption estimation method and device

Country Status (3)

Country Link
EP (1) EP3546842B1 (en)
CN (1) CN107246705B (en)
WO (1) WO2018201996A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112287281A (en) * 2020-10-14 2021-01-29 珠海格力电器股份有限公司 Power consumption determination method and device and air conditioning unit

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107246705B (en) * 2017-05-02 2019-11-05 青岛海尔空调器有限总公司 A kind of air-conditioning power consumption estimation method and device
CN108008184B (en) * 2017-10-31 2021-05-25 青岛海尔空调电子有限公司 Multi-split refrigeration operation household metering method and system
CN108833491A (en) * 2018-05-24 2018-11-16 朔联科技(上海)有限公司 The energy consumption statistical method and server of Internet of things system
CN109116775B (en) * 2018-08-07 2021-05-04 珠海格力电器股份有限公司 Energy consumption management method and device for electrical equipment, storage medium and electrical equipment
CN109374963B (en) * 2018-09-30 2021-09-28 四川长虹空调有限公司 Air conditioner electric quantity calculation method
CN112781177B (en) * 2021-01-05 2022-05-20 广东美的暖通设备有限公司 Method and device for predicting air conditioner operating power, electronic equipment and storage medium

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0886490A (en) * 1994-09-14 1996-04-02 Toshiba Corp Predicting equipment of thermal load
CN101893309A (en) * 2010-07-19 2010-11-24 宁波奥克斯电气有限公司 Method for controlling energy-saving operation of frequency converting air conditioner
CN104977461A (en) * 2015-01-26 2015-10-14 广东美的制冷设备有限公司 Air-conditioner electricity consumption calculating method and electronic equipment
CN105135592A (en) * 2015-07-06 2015-12-09 Tcl集团股份有限公司 Self-adaptation adjusting method and system for air conditioner
US20170017735A1 (en) * 2015-07-13 2017-01-19 Tata Consultancy Services Limited System and method for energy sample forecasting of hvac-r systems
CN107246705A (en) * 2017-05-02 2017-10-13 青岛海尔空调器有限总公司 A kind of air-conditioning power consumption estimation method and device

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3783929B2 (en) * 2001-08-21 2006-06-07 ダイキン工業株式会社 Energy saving effect estimation method and apparatus
JP4450541B2 (en) * 2002-06-07 2010-04-14 三機工業株式会社 Energy saving evaluation method and energy saving evaluation method
JP4147204B2 (en) * 2004-06-01 2008-09-10 北斗電子工業株式会社 Evaluation support method for power consumption reduction, evaluation support device, and power control device
JP4634242B2 (en) * 2005-07-08 2011-02-16 株式会社山武 Energy saving amount estimation apparatus, method, and program
JP2011257073A (en) * 2010-06-09 2011-12-22 Panasonic Electric Works Co Ltd Energy management apparatus
JP6374702B2 (en) * 2014-05-21 2018-08-15 アズビル株式会社 Energy saving effect calculation method and apparatus
CN104318073B (en) * 2014-10-08 2018-01-05 中国建筑设计院有限公司 The method of the electric simulation of energy consumption and energy-conservation of single residential architecture
CN104990210B (en) * 2015-06-24 2017-12-12 广东美的制冷设备有限公司 Air conditioner, air conditioner indoor set and its power budget control method, device
CN106403207A (en) * 2016-10-24 2017-02-15 珠海格力电器股份有限公司 Load-prediction-based control system and method for heating ventilation air-conditioning system

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0886490A (en) * 1994-09-14 1996-04-02 Toshiba Corp Predicting equipment of thermal load
CN101893309A (en) * 2010-07-19 2010-11-24 宁波奥克斯电气有限公司 Method for controlling energy-saving operation of frequency converting air conditioner
CN104977461A (en) * 2015-01-26 2015-10-14 广东美的制冷设备有限公司 Air-conditioner electricity consumption calculating method and electronic equipment
CN105135592A (en) * 2015-07-06 2015-12-09 Tcl集团股份有限公司 Self-adaptation adjusting method and system for air conditioner
US20170017735A1 (en) * 2015-07-13 2017-01-19 Tata Consultancy Services Limited System and method for energy sample forecasting of hvac-r systems
CN107246705A (en) * 2017-05-02 2017-10-13 青岛海尔空调器有限总公司 A kind of air-conditioning power consumption estimation method and device

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of EP3546842A4

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112287281A (en) * 2020-10-14 2021-01-29 珠海格力电器股份有限公司 Power consumption determination method and device and air conditioning unit
CN112287281B (en) * 2020-10-14 2023-06-30 珠海格力电器股份有限公司 Power consumption determining method and device and air conditioning unit

Also Published As

Publication number Publication date
CN107246705B (en) 2019-11-05
EP3546842A1 (en) 2019-10-02
CN107246705A (en) 2017-10-13
EP3546842A4 (en) 2020-01-01
EP3546842B1 (en) 2023-02-22
WO2018201996A9 (en) 2019-01-03

Similar Documents

Publication Publication Date Title
WO2018201996A1 (en) Air conditioner power consumption estimation method and device
Belaïd et al. Direct rebound effect of residential gas demand: Empirical evidence from France
Aksoezen et al. Building age as an indicator for energy consumption
Yu et al. A novel methodology for knowledge discovery through mining associations between building operational data
Yan et al. A multi-level energy performance diagnosis method for energy information poor buildings
Ma et al. Building energy research in Hong Kong: a review
Ko et al. Baseline building energy modeling of cluster inverse model by using daily energy consumption in office buildings
JP5070307B2 (en) Basic unit calculation system, program for executing the system, and recording medium recording the program
CN108709287B (en) Air conditioning system cold load prediction method and water chilling unit group control strategy
Wang et al. Exploring the influences of green industrial building on the energy consumption of industrial enterprises: A case study of Chinese cigarette manufactures
Wang et al. A statistics-based method to quantify residential energy consumption and stock at the city level in China: The case of the Guangdong-Hong Kong-Macao Greater Bay Area cities
CN107103387B (en) Load prediction method based on total power and occupancy coefficient of household average equipment
CN105959975B (en) Energy-saving automatic evaluation method for large-scale base station energy-saving project
Sheng et al. The impact of minimum OTTV legislation on building energy consumption
Hwangbo et al. A production economics analysis for quantifying the efficiency of wind turbines
KR100979408B1 (en) Information service system for energy saving and method thereof
Meng et al. Evaluating multiple parameters dependency of base temperature for heating degree-days in building energy prediction
Ribeiro et al. An approach to optimised control of HVAC systems in indoor swimming pools
US11221639B2 (en) Method and system for rating building energy performance
Duan et al. China’s adaptive response to climate change through air-conditioning
Kim et al. Mechanisms of tropical precipitation biases in climate models
Song et al. Global sensitivity analysis of fan coil air conditioning demand response—A case study of medium-sized office buildings
JP2016192064A (en) Cost prediction system and program
CN111199339A (en) User energy saving determination method and device
CN110008981B (en) Electric-water gas energy-consumption alternative guidable evaluation method based on vector fuzzy matrix model

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 18794528

Country of ref document: EP

Kind code of ref document: A1

ENP Entry into the national phase

Ref document number: 2018794528

Country of ref document: EP

Effective date: 20190627

NENP Non-entry into the national phase

Ref country code: DE