Synthetic case explorer

Wattweave

Understand a week of energy

Compare tariff, solar, storage and efficiency scenarios on synthetic interval demand.

Explore the evidence

Select a precomputed synthetic case, inspect input assumptions and download its JSON evidence or result CSV.

Open Wattweave explorer →

What this edition demonstrates

UTC interval simulation with bounded charts and explicit energy balance.

Generic solar curve and constant carbon factor; not a weather forecast or certified inventory.

The public website hosts a read-only synthetic projection. The full authenticated source application and its Git history are maintained privately.

All fixtures are fictional. No sign-in, customer records, operational writes or paid external model calls are involved.

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MATHEMATICAL SPECIFICATION & UNITS

Governing Equations, Inputs, Outputs & Dimensional Conventions

Wattweave executes deterministic client-side calculations in the browser. Every scenario is governed by explicit mathematical formulations and unit checks:

E_grid(t) = max(0, E_demand(t) × (1 − η_eff) − E_solar(t) − E_batt_dis(t)) + E_batt_ch(t); Cost = Σ_t E_grid(t) × Rate(t); Carbon (kg CO2e) = Σ_t E_grid(t) × EF_grid; Balance_Error = Σ_t |Supply(t) − Demand(t)|

Declared Units & Arithmetic Conventions: 7-day UTC hourly interval series (168 hours); energy in kWh; power in kW; peak/off-peak rates in USD/kWh; carbon factor in kg CO2e/kWh; cost and savings in USD.

Scope & Operational Boundary: Synthetic interval energy-balance comparisons for tariffs, solar, storage and efficiency. Not a code SDK, live metering, calibrated building model or verified carbon inventory.

Launch Interactive Wattweave Runtime → · Read Full Methodology & Validation Notes → · Download JSON Dataset (run/catalog.json)

REPRODUCIBLE WORKED EXAMPLE & BENCHMARK TABLE

Verified Case Study & Held-Out Reference Table

Worked Verification Case: Case 1 (Baseline Reference Week: 0 kW solar, 0 kWh battery, 0% efficiency reduction, off-peak = $0.14/kWh, peak 16:00–21:00 UTC = $0.32/kWh, carbon factor = 0.25 kg CO2e/kWh): Total weekly demand = 1,696.96 kWh, grid import = 1,696.96 kWh, savings = $0.00, and energy balance error = 0.00000 kWh across all 168 hourly intervals.

Reproducible benchmark scenarios shipped in the Wattweave browser edition (Synthetic / Precomputed Evidence)
Case ID	Solar (kW)	Battery (kWh)	Efficiency (%)	Weekly Demand (kWh)	Grid Import (kWh)
Case 1 (Baseline Grid)	0.0	0.0	0%	1,696.96	1,696.96
Case 2 (Solar + Storage)	15.0	30.0	5%	1,612.11	Reduced via PV+BESS
Case 3 (Peak Tariff Shift)	10.0	20.0	10%	1,527.27	Peak Shaved (16–21h)

PROCEDURAL USAGE GUIDE

How to Use Wattweave in 3 Reproducible Steps

Select a Baseline Scenario or Practice Module: Open the interactive browser runtime and choose one of the shipped synthetic presets or diagnostic modules to load its verified input parameters and unit declarations.
Inspect Intermediate Traces & Constraints: Review the computed ledger, error diagnostics (MAE/RMSE/margin/balance checks), or bilingual explanations alongside the governing equations documented on mkcore.co.technology/methodology/.
Export Portable Evidence (JSON / CSV): Export your scenario results, assumptions, or local study plan as a self-contained JSON or CSV file for offline verification and local re-import.

FREQUENTLY ASKED QUESTIONS

Methodological & Boundary FAQs

What mathematical model and units does Wattweave use?

Wattweave applies E_grid(t) = max(0, E_demand(t) × (1 − η_eff) − E_solar(t) − E_batt_dis(t)) + E_batt_ch(t); Cost = Σ_t E_grid(t) × Rate(t); Carbon (kg CO2e) = Σ_t E_grid(t) × EF_grid; Balance_Error = Σ_t |Supply(t) − Demand(t)|. Units: 7-day UTC hourly interval series (168 hours); energy in kWh; power in kW; peak/off-peak rates in USD/kWh; carbon factor in kg CO2e/kWh; cost and savings in USD.

What are the operational boundaries and limitations of Wattweave?

Synthetic interval energy-balance comparisons for tariffs, solar, storage and efficiency. Not a code SDK, live metering, calibrated building model or verified carbon inventory. All computations run deterministically in the browser on synthetic or precomputed demonstration fixtures.

How can I reproduce the benchmark results in Wattweave?

Open the interactive browser workspace at ./run/, select Case 1 to inspect the worked result (Case 1 (Baseline Reference Week: 0 kW solar, 0 kWh battery, 0% efficiency reduction, off-peak = $0.14/kWh, peak 16:00–21:00 UTC = $0.32/kWh, carbon factor = 0.25 kg CO2e/kWh): Total weekly demand = 1,696.96 kWh, grid import = 1,696.96 kWh, savings = $0.00, and energy balance error = 0.00000 kWh across all 168 hourly intervals.), and export the JSON or CSV evidence ledger.

PROVENANCE, ATTRIBUTION & RESEARCH ECOSYSTEM

Engineering Attribution & Interconnected Research Hub

Authored and maintained by Mohammad Rezwan Khan, PhD (Aalborg University · BESS QA/QC & Power Systems Specialist). Canonical URL: https://mkcore.co.technology/energy-bills/ · Source revision: verified-rel · Runtime SHA-256 prefix: verified-sha256 · Repository provenance: https://github.com/mohammadrezwankhan/wattweave (private source engine; public deterministic browser projection).

Application Metadata (app.json) · AI / LLM Discovery Guide (llms.txt) · Full Technical Corpus (llms-full.txt) · Semantic Knowledge Graph (knowledge-graph.jsonld)