New Computational Methodologies Enable SSL to Measure and Self-Adjust Based on Conditions

May 6, 2019

An article published in the SPIE journal Optical Engineering, “Arbitrary spectral matching using multi-LED lighting systems,” marks a substantial advance in lighting science and technology. In their paper, the researchers announce a two-pronged approach to both measure and self-adjust the spectral power distributions (SPDs) of LED lighting systems. Their methodology demonstrates the system’s ability to maintain consistency and stability over an extended period of time.

Solid state lighting (SSL) can be used to enhance our vision, sleep patterns, and wellbeing. SSL benefits are evident across their wide use in residences and offices as well as across industrial and commercial sectors, including the ongoing development of applications in medicine, imaging, agriculture, communication, transportation, and museum lighting. Some of these applications require highly precise light spectra that don’t produce optical power variations or shifts in colour over time.

The four graphs show the best fit (blue solid line) to daylight D65 (a), an incandescent spectrum (b), the Melanopic (c) and a white LED spectrum (d) (Ph-LED YAG) (dashed black lines) made by optimizing the weights of the 10 different channels of the LED light engine (coloured dash-dot lines). In all cases the spectra were normalized and are shown in arbitrary units.

The open-access paper addresses two challenges: how to keep temperature changes and age-based deterioration from impacting a light emission’s strength, consistency, and colour, as well as providing a reliable, internal, self-monitoring method.

The authors use a fast-computation, high spectral fidelity algorithm to determine channel weights of a targeted SPD; in conjunction with that method, an internal microprocessor provides a closed-loop control system that monitors and corrects the spectral output, compensating for shifts due to temperature changes or LED wear and tear. The authors’ use of a general framework for multi-channel SSL systems ensures the universal applicability of their findings across different lighting technologies.

According to Optical Engineering Associate Editor, SPIE Senior Member, and U.S. Air Force Research Laboratory Technical Advisor Daniel A. LeMaster, the research showcases significant advances in terms of lighting technologies, “This method to monitor and quickly compensate for the colorimetric issues that arise from junction heating and LED aging will be of great utility in the global LED lighting market.”

The article authors are Aleix Llenas, of the Catalonia Institute for Energy Research (IREC) and Ledmotive Technologies, Spain, and Josep Carreras, of Ledmotive Technologies.

Michael T. Eismann, an SPIE Fellow and senior scientist at the U.S. Air Force Research Lab, is the editor-in-chief of Optical Engineering. The journal is published in print and digitally by SPIE in the SPIE Digital Library, which contains more than 500,000 publications from SPIE journals, proceedings, and books, with approximately 18,000 new research papers added each year.

About SPIE

SPIE is the international society for optics and photonics, an educational not-for-profit organization founded in 1955 to advance light-based science, engineering, and technology. The society serves 257,000 constituents from 173 countries, offering conferences and their published proceedings, continuing education, books, journals, and the SPIE Digital Library. In 2018, SPIE provided more than US$4 million in community support including scholarships and awards, outreach and advocacy programs, travel grants, public policy, and educational resources; www.spie.org.

This article was first published online by SPIE, the International Society for Optics and Photonics;spie.org/about-spie/press-room/press-releases/solid-state-lighting-self-adjusts-based-on-conditions.

Related Articles


Changing Scene

  • Aug 6, 2025 - Hèmèra Announces Acquistion by Industry Professionals Francois Renaud, Matthew Curatolo & Nicholas Cohen

    Hèmèra Announces a New Era of Innovation & Leadership

    Hèmèra has announced that it has been acquired by industry professionals François Renaud, Matthew Curatolo, and Nicolas Cohen. This acquisition marks the beginning of an exciting new era for Hèmèra, as the new leadership team is poised to build on the company’s legacy of delivering innovative, high-performance lighting solutions to discerning customers. The new leadership… Read More…

  • July 28, 2025 - Eureka Wins Multiple SIT Furniture Design Awards

    Eureka Wins Multiple SIT Furniture Design Awards

    Eureka is pleased to announce that it has received 2025 SIT Furniture Design Awards for its Junction, Lattice, and Velia luminaires. SIT Furniture Design Award was created to celebrate and share the remarkable work of furniture designers and those who use furniture in their projects. The creativity, innovative vision, and accessibility of the furniture design… Read More…


Design

  • OPTI-SELECT Technology by LEDVANCE: The One Fixture That Does It All

    OPTI-SELECT Technology by LEDVANCE: The One Fixture That Does It All

    OPTI-SELECT is LEDVANCE’s proprietary line of field-adjustable LED luminaires and lamps. Its core idea and unique selling point is that one single fixture can do all the job. Traditional lighting fixtures require ordering a specific SKU for each combination of these specs. On the contrary, OPTI-SELECT combines multiple lighting options in one fixture. It lets you… Read More…

  • Turning the Page on Fluorescent Lighting: Lutron’s C-Flex Solution

    Turning the Page on Fluorescent Lighting: Lutron’s C-Flex Solution

    Starting in 2026, Canada will begin phasing out lamps that contain mercury — including the fluorescent tubes still widely used in commercial, institutional, and public buildings. This regulatory shift only adds to a reality already in place: fluorescent ballasts have not been manufactured for over two years. In anticipation of these changes, Lutron developed C-Flex — a… Read More…


New Products

  • SATCO|NUVO: J-Style Track Beam Adjustable LED Track Heads

    SATCO|NUVO: J-Style Track Beam Adjustable LED Track Heads

    SATCO|NUVO’s beam adjustable, CCT selectable LED J-Style track head fixtures are now compatible with both Single Circuit and 2 Circuit J-Style track systems, expanding their versatility for a wide range of applications. J-Style track, a popular choice in residential and commercial settings, features a streamlined connector design that supports flexible layout configurations. These advanced fixtures… Read More…

  • Cristal: CCLPD-DMX – 0-10V DMX Relay Panels

    Cristal: CCLPD-DMX – 0-10V DMX Relay Panels

    The CCLPD-DMX panels of Cristal Contrôle have been designed respecting the same standards as the distribution panels of electrical rooms in modern buildings. Thanks to this standardization, the installation of relay panels with dimming is quick and easy. The series of CCLPD-DMX relay panels is equipped with the DMX communication protocol and is designed to host HID relay… Read More…