Orivia Tech
    Montgomery County, Maryland

    Energy Informatics Maryland

    A working view of Maryland's largest building energy performance dataset. Refreshed from the authoritative county map exports for RY 2024, 2025, and 2026. Browse 1,828 buildings under standard, see which 557 trended worse year over year, and open the resilience hub map that turns disclosure into decisions.

    1,828
    Buildings under standard
    RY 2025 county map export
    1,716
    RY 2025 in compliance
    94% of enrolled buildings
    215.8M
    Square feet covered
    Across 30 municipalities
    557
    Trended worse RY24 → RY25
    vs 347 improved (3% threshold)
    Dataset provenance

    Data quality, in the open.

    We rebuilt this view from the three authoritative Montgomery County BEPS Map Exports (RY 2024, 2025, 2026). Every number on the page can be traced back to a county-published row, and we publish what did not match so the gaps are visible too.

    Rows by reporting year
    RY 20241,700 / 1,809(94%)
    RY 20251,716 / 1,828(94%)
    RY 2026556 / 1,852(30%)
    RY 2026 is mid-cycle. Buildings shown as not-yet-submitted are in progress, not non-compliant.
    Trajectory RY24 → RY25
    347
    Improving
    359
    Stable
    557
    Worsening
    Site EUI change of more than 3% year over year. Untrended buildings are missing one of the two reporting years.
    Map coverage
    1,631
    geocoded buildings on the map
    Joined to RY exports898
    Match rate55%
    Unmatched buildings keep their location and use type but show blank energy fields, so missing data is never inferred.
    Manual review queue
    Site EUI drift >10%29
    Floor area mismatch >5%372
    Property type changed18
    Buildings whose authoritative county values diverged from prior caches. These are flagged, not silently overwritten.
    SourceMontgomery County Building Energy Performance Map Export·Last refreshed May 2026·Refreshed via scripts/ingest-moco-beps-ry.ts
    Portfolio shape

    Maryland's BEPS portfolio is suburban, multifamily, and built around offices.

    Multifamily housing and office space dominate. Together they account for more than three out of every five buildings under the standard.

    Buildings by use type
    Top 10
    Public dataset, browser-side filterable

    Explore the Montgomery County BEPS portfolio.

    Every BEPS-eligible building, normalized and joinable. Filter by use type, city, or address. Sort by floor area or distance to DC. Filters write to the URL so any view is shareable. Released openly under CC-BY-4.0.

    Live insights for this slice
    0 buildings selected
    0%
    Have disclosed energy data
    0 of 0 buildings
    -
    Median Site EUI (kBtu/sf)
    Median ENERGY STAR n/a · 0% score 75 plus
    0
    Projected to miss BEPS final standard
    0% of disclosed · 0k sf at risk
    0%
    Built before 1990
    Median vintage n/a · pre-modern envelope code
    Risk model: a building is flagged "at risk" if its ENERGY STAR score is below 50 or its Site EUI is more than 25% above the median for its property type. "On track" requires ENERGY STAR 75 or higher. Buildings without disclosed energy data are treated as unknown.
    Loading 1,631 buildings...
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    Resilience Hub Readiness Index

    Which county buildings can actually be resilience hubs?

    714 of the 1,828 RY 2025 buildings are mapped here, scored by floor area, energy performance, equipment risk, and onsite generation health. Toggle between v1 (placeholder equity score of 60 for every tract) and v1.5 (real ACS demographic equity composite) to see how the equity overlay shifts the rankings. 86 buildings change tier between the two versions.

    Resilience hub map will load when scrolled into view.
    Open RHRI v1.5 in new tab
    Embed this map on your site
    Free to embed. Please credit Orivia Tech and link back to oriviatech.com.
    Open standalone
    Tier 1Excellent (≥80)
    Tier 2Strong (70-79)
    Tier 3Viable (60-69)
    Tier 4Conditional (50-59)
    Tier 5Not recommended (<50)
    Forthcoming research dataset

    MoCo-BEPS-Bench

    An ML-ready training corpus joining BEPS disclosure to building footprints, parcel records, geographic features, and ACS demographic context. Designed to make Montgomery County the first suburban Mid-Atlantic reference jurisdiction for building-energy modeling.

    Targeted release: summer 2026. Creative Commons Attribution license.

    Schema preview
    building_id
    MoCo Building ID join key
    primary_property_type
    EPA Portfolio Manager category
    gross_sf / polygon_sf
    Disclosed + footprint cross-check
    lat / lon / census_tract
    Geographic context
    site_eui_kbtu_per_sf
    Primary regression label
    nn_eui_kbtu_per_sf
    BEPS compliance metric
    energy_star_score
    1 to 100 where defined
    acs_median_hh_income
    Equity context by tract
    meets_final_standard
    Binary classification target
    has_onsite_renewable
    Renewable presence flag
    ~15K
    building × year rows
    10 yrs
    RY 2016 to 2025
    CC-BY-4.0
    open license
    Sample EcoGuard Building Energy Intelligence Brief

    From disclosure to action, in one quarterly brief.

    EcoGuard's BRACE™ pipeline produces a multi-axis assessment for each enrolled building: compliance trajectory, equipment risk, generation health, capital alignment, and resilience hub candidacy. Below is the headline finding from a representative Building Energy Intelligence Brief.

    Headline finding

    The remediation cost required to achieve final standard compliance is approximately three-tenths of one percent of the unencumbered Capital Improvement Program capacity already aligned with this scope. The principal constraint is intervention sequencing, not financing.

    Compliance trajectory
    Worsening
    Off-target
    Equipment risk
    Forced replacement window
    Elevated
    Onsite generation
    Recent degradation flagged
    Anomalous
    Capital alignment
    Programs available
    Favorable
    Resilience candidacy
    Pending equipment work
    Conditional

    Ready to put your building portfolio on this map?

    Whether you manage one building or one thousand, EcoGuard turns annual disclosure into a quarterly action brief, with continuous monitoring layered on as the deadline approaches.