A two-year dataset of energy, environment, and system operations for an ultra-low energy office building.

Jung Min Han, Ali Malkawi, Xu Han, Sunghwan Lim, Elence Xinzhu Chen, Sang Won Kang, Yiwei Lyu, Peter Howard

Abstract read

In one paragraph

Article in Scientific data, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it

0cells of the map it votes in

4citing papers in PubMed

–field-weighted citation impact

1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

A reproducible method to generate multi-building, multi-climate HVAC operation datasets with a stochastic exploratory controller.MethodsX · 2026
Article
How AI Shapes the Future Landscape of Sustainable Building Design With Climate Change Challenges?Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
Review
A multi-level visual representation dataset for large-scale non-financial information disclosure.Scientific data · 2026
Article
Dataset on occupant behavior, indoor environment, and energy use before and after dormitory retrofit.Scientific data · 2025
Article

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Jung Min HanGraduate School of Design, Harvard University, Cambridge, MA, 02138, USA.ORCID http://orcid.org/0000-0003-1429-6044

Ali MalkawiGraduate School of Design, Harvard University, Cambridge, MA, 02138, USA.

Xu HanGraduate School of Design, Harvard University, Cambridge, MA, 02138, USA. xuhan@ku.edu.ORCID http://orcid.org/0000-0001-9812-9192

Sunghwan LimGraduate School of Design, Harvard University, Cambridge, MA, 02138, USA.

Elence Xinzhu ChenGraduate School of Design, Harvard University, Cambridge, MA, 02138, USA.

Sang Won KangGraduate School of Design, Harvard University, Cambridge, MA, 02138, USA.

Yiwei LyuGraduate School of Design, Harvard University, Cambridge, MA, 02138, USA.

Peter HowardHarvard Center for Green Buildings and Cities, Harvard University, Cambridge, MA, 02138, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper describes a two-year high-fidelity dataset for an ultra-low energy office building and living laboratory called HouseZero

Identifiers

PMID39198467

DOI10.1038/s41597-024-03770-7

PMCPMC11358503

What OpenQuestion holds

Textmetadata

LicenceCC BY-NC-ND

Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.