About this Dataset

NREL RSF Measured Data 2011

Modern buildings are complex energy systems that must be controlled for energy efficiency. The Research Support Facility (RSF) at the National Renewable Energy Laboratory (NREL) has hundreds of controllers -- computers that communicate with the building's various control systems -- to control the building based on tens of thousands of variables and sensor points. These control strategies were designed for the RSF's systems to efficiently support research activities. Many events that affect energy use cannot be reliably predicted, but certain decisions (such as control strategies) must be made ahead of time. NREL researchers modeled the RSF systems to predict how they might perform. They then monitor these systems to understand how they are actually performing and reacting to the dynamic conditions of weather, occupancy, and maintenance.

This submission includes the Measured Energy Data from the RSF Systems Model. The data includes a csv with measured data from NREL's Research and Support Facility (RSF) for 2011. The dataset contains hourly data for: Total Cooling (kW)- Total Heating (kW)- Total Mechanical (kW)- Total Lighting (kW)- Total Plug Loads (kW)- Total Data Center (kW)- Total Building (kW)- PV (kW)- Building Net (kW).

Energy Model data and Weather data related to the RSF Systems Model can be found in the "Related Datasets" section of this submission.
Organization: Department of Energy
Last updated: 2022-04-26T23:16:15.582880
Tags: 2011, building, building-energy, building-energy-efficiency, buildings, colorado, consumption, control-strategy, dat, electricity, energy-analysis, energy-conservation, energy-efficiency, golden, mathematics-and-computing-research, measured-data, nrel, research-support-facility, resources, rsf, usage

Tables

NREL RSF Measured Data 2011

@usgov.doe_gov_nrel_rsf_measured_data_2011_c7c02.nrel_rsf_measured_data_2011

152.18 kB
8,760 rows
12 columns

CREATE TABLE nrel_rsf_measured_data_2011 (
  "day_of_week" VARCHAR,
  "date_and_time" TIMESTAMP,
  "total_cooling_kw" BIGINT  -- Total Cooling (kW),
  "total_heating_kw" BIGINT  -- Total Heating (kW),
  "total_mechanical_kw" DOUBLE  -- Total Mechanical (kW),
  "total_lighting_kw" DOUBLE  -- Total Lighting (kW),
  "total_plug_loads_kw" DOUBLE  -- Total Plug Loads (kW),
  "total_data_center_kw" DOUBLE  -- Total Data Center (kW),
  "total_building_kw" BIGINT  -- Total Building (kW),
  "pv_kw" DOUBLE  -- PV (kW),
  "building_net_kw" DOUBLE  -- Building Net (kW),
  "unnamed_11" VARCHAR  -- Unnamed: 11
);