šŸŽ“Technical Reports & OER Lab
šŸ›”ļøOpen Access Research
šŸ“ŠOpen Access Research & DOI-Archived Papers

Engineering Research & Technical Whitepapers

Technical reports, preprints, mathematical modeling frameworks, and open engineering courseware published by the PowerLab Open Energy Research Group. Open-access research resources registered with persistent DOIs for engineering courseware, syllabus citation, and laboratory benchmarking.

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Technical Reports & Whitepapers

5 Papers
PL-TR-2026-EVSE01Electric Vehicles2026-08-26

Continuous-Duty Thermal Sizing, Conductor Terminal Limits, and Branch Circuit Ampacity Requirements for Residential Level 2 EVSE

A rigorous mathematical and code-compliance analysis of continuous-load thermal mechanics in residential Level 2 Electric Vehicle Supply Equipment (EVSE). Evaluates the 125% continuous duty multiplier under NFPA 70 (NEC Article 625.42), terminal temperature ratings under NEC 110.14(C) (60°C vs 75°C limits), conductor ampacity derating adjustments under NEC Table 310.16, and Joule heating dynamics (I²R) in residential enclosures.

šŸ›ļø NFPA 70 / NEC Article 625šŸ›ļø NFPA 70 / NEC Section 110.14šŸ›ļø NFPA 70 / NEC Table 310.16+2 more
PL-TR-2026-HVAC01Home Energy2026-08-28

Thermal Degradation Kinetics, Auxiliary Electric Resistance Staging, and Seasonal HSPF2/COP Derating in Cold-Climate Air-Source Heat Pumps

A thermodynamic evaluation of air-source heat pump (ASHP) performance across sub-freezing ambient temperature spectra (-20°C to +10°C). Models vapor-compression Carnot limits, refrigeration enthalpy drops, coefficient of performance (COP) nonlinear decline, defrost cycle parasitic consumption, and the financial impact of staging auxiliary electric resistance elements (strip heat) versus dual-fuel natural gas systems.

šŸ›ļø AHRI Standard 210/240-2023šŸ›ļø ASHRAE Standard 90.1šŸ›ļø U.S. Department of Energy 10 CFR Part 430 Appendix M1+1 more
PL-TR-2026-GEN02Home Energy2026-08-27

Deterministic Modeling of Inductive Motor Inrush Currents and Non-Coincident Load Stacking for Residential Backup Power Systems

Presents a deterministic load sizing framework for emergency residential generators under NEC Article 702 and ISO 8528-5. Investigates transient sub-transient reactance (X''d), Locked Rotor Amperage (LRA) voltage dip envelopes during inductive motor starts (compressors, well pumps, sump pumps), sequential soft-starting step curves, and fuel-type derating factors (Gasoline vs Propane vs Natural Gas).

šŸ›ļø NFPA 70 / NEC Article 702šŸ›ļø NEMA MG-1šŸ›ļø ISO 8528-5+1 more
PL-TR-2026-SOL03Solar Photovoltaics2026-08-30

Ground View Factor Transposition, Snow Albedo Dynamics, and Sub-Zero Open-Circuit Voltage Expansion in Photovoltaic Arrays

Examines anisotropic sky diffuse and ground-reflected albedo transposition models (Perez & Hay-Davies) across seasonal solar panel tilt configurations. Quantifies high-latitude snow albedo capture enhancements (+25% to +40% diffuse boost), sub-zero temperature coefficient open-circuit voltage expansion (NEC 690.7), and string inverter maximum DC input voltage limits.

šŸ›ļø NFPA 70 / NEC Article 690.7šŸ›ļø IEC 61724-1šŸ›ļø NREL PVWatts V8+1 more
PL-TR-2026-BESS01Battery Storage2026-09-11

Electrochemical Peukert Capacity Derating, Depth of Discharge Boundaries, and Parasitic Inverter Tare Losses in Stationary Battery Energy Storage Systems

A deterministic mathematical and thermodynamic framework evaluating non-linear electrochemical rate kinetics and power electronics losses in stationary battery storage. Formulates Peukert capacity derating across varying C-rates (comparing lead-acid k=1.15–1.30 vs. LiFePO4 k=1.05), usable depth of discharge (DoD) operational boundaries, and continuous quiescent inverter tare power consumption (Ptare=15W–65W) during extended emergency backup scenarios.

šŸ›ļø IEEE Std 485-2020šŸ›ļø NFPA 70 / NEC Article 706šŸ›ļø UL 1973+1 more
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Student Laboratory Exercises & Courseware

3 Modules

Turnkey computational laboratory exercises and problem sets designed for undergraduate electrical engineering courses and vocational apprenticeships.

Lab Unit 01EE 301 / Energy Systems Engineering & CTE ApprenticeshipsUndergraduate / Advanced Vocational

Battery Electrochemical Peukert Capacity Derating, C-Rate Kinetics, and Quiescent Inverter Tare Losses

Students model real-world battery bank autonomy across varying discharge rates (0.05C to 1.0C). The exercise contrasts empirical Peukert derating across lead-acid (k = 1.15–1.30) vs. LiFePO4 (k = 1.02–1.05) chemistries, revealing how low-load inverter tare dissipation can reduce autonomy by over 50%.

šŸ“ IEEE 485šŸ“ UL 1973šŸ“ IEC 62619
Lab Unit 02Solar PV Engineering / Applied Physics / Microgrid DesignUndergraduate / Clean Energy Certificate

Photovoltaic Ground View Factor Transposition, Snow Albedo Dynamics, and Sub-Zero Voc Expansion

Investigates the ground view factor (1 - cos β)/2 in tilted photovoltaic arrays. Students quantify diffuse irradiance amplification across high-albedo winter ground cover and calculate temperature-adjusted string Voc peaks to protect MPPT power electronics from cold-weather destruction.

šŸ“ NFPA 70 / NEC Article 690.7šŸ“ IEC 61724-1šŸ“ NREL SAM / PVWatts V8 Model Guidelines
Lab Unit 03Power Distribution / Commercial Electrification / IBEW ApprenticeshipsTechnical Apprenticeship / Upper Division EE

Continuous-Duty Thermal Sizing, Conductor Terminal Limits, and Branch Circuit Ampacity for Level 2 EVSE

Students evaluate continuous-load thermal mechanics in electric vehicle branch circuits. Focuses on terminal lug heating (I²R), 60°C vs. 75°C conductor termination limits, and the code hazard of using 6 AWG Romex (NM-B) for 48A charging.

šŸ“ NFPA 70 / NEC Article 625šŸ“ NFPA 70 / NEC Section 110.14šŸ“ UL 2594
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Open Scientific Benchmark Datasets & Data Packages

9 Datasets

Looking for raw empirical data? PowerLab maintains a dedicated, open-access repository of reproducible benchmark datasets for solar insolation, battery degradation kinetics, EVSE terminal thermal heating, motor inrush currents, and heat pump COPs.

Explore Open Datasets Catalog (9) →
Featured:šŸ“Š EVSE Continuous-Duty Terminal Benchmarkā†’šŸ“Š Heat Pump COP Degradation Benchmarkā†’šŸ“Š 50-State Solar Insolation & Climate Matrixā†’šŸ“Š Central AC SEER2 Energy Benchmark→

Engineering Courseware Adoption & Syllabus Integration

PowerLab technical reports and computational models are designed for direct adoption into undergraduate engineering curricula, vocational electrical apprenticeship training (IBEW/NECA/NJATC), and applied research:

  • Zero Paywalls or Student Logins: Research papers, open datasets, and laboratory modules are available openly without registration or paywall gating.
  • Permanent DOI Archiving: Research papers and supporting benchmark datasets are archived on open repositories with persistent Digital Object Identifiers (DOIs).
  • Interactive Syllabus Companion: Technical reports and student lab exercises connect directly with browser-local simulation engines for classroom modeling and calculation exercises.
Explore Educational GuidesDeveloper API & TypeScript EnginesMathematical Methodology