An Office Building Power Consumption Dataset for Energy Grid Analysis and Control Algorithms

Bazenkov, Nikolay; Dushin, Sergey V.; Goubko, Mikhail; Korepanov, Vsevolod O.; Rassadin, Yuriy M.; Sereda, Leonid; Shinkaryuk, Alla G.

doi:10.1016/j.ifacol.2022.07.020

Cited by 4 publications

(3 citation statements)

References 6 publications

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“…Data overview is provided in Table 1. The more detailed description of the dataset is provided in [4]. The dataset itself is available at https://energy.ipu.ru/en/data-sets/.…”

Section: Datamentioning

confidence: 99%

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Detailed Analysis of Energy Consumption for an Office Building

Bazenkov,

Petrov

2024

J. Phys.: Conf. Ser.

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Modern buildings consume a significant share of global power production. The primary sources of the power consumption are heating, ventilation and air conditioning (HVAC), light, cooking equipment, technical equipment like elevators, office facilities. Optimization of the buildings power consumption requires real-life data both for strategic planing and operational control. Here we analyze detailed power consumption of a research institute campus which is a medium-sized office buildings. Our data contain detailed electric measurements of 100 three-phase power lines which power all facilities inside the building. Each line is associated with several power consumers like lights, HVAC and office equipment. We analyze weekly and monthly trends, typical patterns in power consumption, and provide rough analysis of what classes of power consumers are most active in specific periods of time.

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“…Data overview is provided in Table 1. The more detailed description of the dataset is provided in [4]. The dataset itself is available at https://energy.ipu.ru/en/data-sets/.…”

Section: Datamentioning

confidence: 99%

“…This is a medium-sized building where most power consumers are similar to office buildings. The dataset was first presented in [4]. The data include recordings from one hundred electric meters installed at the grid powering the building.…”

Section: Introductionmentioning

confidence: 99%

Detailed Analysis of Energy Consumption for an Office Building

Bazenkov,

Petrov

2024

J. Phys.: Conf. Ser.

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“…This section describes the data structure. The experimental site is described in more detail in [1], and the structure of measurements can be found on the Center's website 3 . The accumulated dataset covering the last three years is also available for review on the Center's website.…”

Section: Data Collectionmentioning

confidence: 99%

Data Driven PMV-Comfort and Energy Consumption Control in Common Buildings

Rassadin,

Shushko

2024

J. Phys.: Conf. Ser.

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HVAC systems are essential in the energy management of commercial buildings. The main goal for HVAC system is to improve productivity of the inhabitants by providing comfortable indoor environment. The most common tool for evaluating comfort is PMV index, non-linear combination of indoor environment state variables. The Paper considers optimization of energy consumption of the building by combining state space expansion and microgrid approach.

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