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Pilot deployedTRL 8Host: FOAP, AKTUEdge AI not installed

Smart Solar Bench V1.0: pilot case study

What was installed, what is operating and what is not.

Pilot photographs and motion

Real photographs from the pilot site. The video is a slow pan over a photograph.

Pilot bench on a campus lawn at dusk
Pilot site, evening
Visitors at the pilot bench in daylight
Pilot site, daylight
Pilot display at dusk · photograph with slow pan

What the pilot shows

Observations visible in the photographs and confirmed on site.

  • A solar-powered bench with a timber canopy and warm LED edge lighting
  • A display screen mounted in the shelter
  • Visitors gathering around the bench in daylight and evening
  • Placement on a campus lawn beside a path

Measured outcomes are added only with method and time period. See the record below.

The pilot in seven parts

Every iViRTH case study follows the same structure. Fields still being verified are marked.

PartWhat it coversThis pilot
1. The problemWhat was happening?Outdoor campus seating with no power, display or digital amenities.
2. The environmentWhere was it deployed?A campus lawn beside a path. Host institution: Faculty of Architecture and Planning (FOAP), Dr. A.P.J. Abdul Kalam Technical University (AKTU).
3. The physical layerWhat infrastructure was installed?A solar-powered bench with a timber canopy, warm LED edge lighting and a display screen. Installed inventory: solar power system, battery storage, public charging, Wi-Fi, lighting, display, timber canopy and seating, all Active. See the record below.
4. The digital layerWhat was twinned?To be stated precisely: which identity and twin records exist for the bench. To be confirmed
5. The intelligence layerWhat was measured or predicted?None claimed. Edge AI and computer vision are not installed in V1.0. Not deployed
6. The outcomeWhat changed?Visitors gather at the bench in daylight and evening (photographs). Measured outcomes To be confirmed
7. The dataVerified numbersPublished only with source, method and time period. To be confirmed

Status label for this deployment: Pilot deployed. Technology readiness level: TRL 8. We never mix prototype, pilot, deployment and production labels.

Installed inventory

V1.0 Base at the pilot site, FOAP, AKTU. Every V1.0 feature is active; edge AI is the only item not installed.

ItemWhat it doesStatus
Solar power systemSolar-powered supply for the bench loadsActive
Battery storageStores solar energy for evening and low-sun operationActive
Public chargingPublic charging for visitorsActive
Wi-FiConnectivity for visitorsActive
LightingWarm LED edge lightingActive
Display screenDisplay mounted in the shelterActive
Timber canopy and shelterShade and weather cover over the seatingActive
Bench seatingOutdoor public seating on a campus lawn beside a pathActive
Edge AI / computer visionNot part of the V1.0 inventoryNot installed

Numeric ratings (solar rating, battery capacity, charging output) are published only from verified as-built values.

Record of the pilot

Host, readiness level and installed inventory are recorded below. Measured figures are added with method and time period.

ItemDetail
VariantV1.0 Base
StatusPilot deployed
Host institutionFaculty of Architecture and Planning (FOAP), Dr. A.P.J. Abdul Kalam Technical University (AKTU)
Technology readiness levelTRL 8
Installed inventorySee the installed inventory table below. All V1.0 features are Active; edge AI is not installed.
Solar, battery, charging, Wi-Fi, lightingActive Numeric ratings published only from verified as-built values
Measured outcomesTo be added with method and time period
Carbon / energy figuresPublished only with assumptions and methodology
LimitationsEdge AI and computer vision not installed in V1.0
Lessons learnedTo be added

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