Near InfraRed NIR technology, including NIR cameras and detectors, are used to detect irregularity in the surface of a wood product. Based on the detected irregularities at various locations in a given wood product, one or more actions are taken with respect to a production process used to produce the wood product to ensure the wood product is put to the most efficient, effective, and valuable use.

A cloud-based system network for verifying and documenting prefabricating Class-A fire-protected wood-framed buildings produced from a prefabricated Class-A fire-protected wood-framed building factory system supporting multiple production lines for producing Class-A fire-protected wood-framed components including wall panels, floor panels, stair panels, floor trusses, and roof trusses for use in constructing custom and pre-specified prefabricated Class-A fire-protected wood-framed buildings. The system network includes (i) a data center with web, application and database servers for supporting a web-based site for hosting digital images of barcoded/RFID-tagged certificates attached to prefabricated Class-A fire-protected wood-framed building components, and other certification documents, and (ii) mobile smart-phones used to capture digital photographs and video recordings of Class-A fire-protected wood-framed building sections, and upload the captured digital images to the data center, for each prefabricated wood-framed building project, so that building purchasers, insurance companies, builders, architects and other stakeholders can review such certifications and documentations during the prefabrication of wood-framed buildings from the factory system.

This disclosure is directed to methods of separating wood veneer material by property measurements, and thereafter improving the properties of veneer material with property values lower than a target threshold value, until those materials meet or exceed that threshold values. In some aspects of the disclosure, veneer materials are prepared, non-destructively measured, and separated into passing and failing material collections. The failing material collection may then be treated to improve the density and flexural modulus of the material therein. Also disclosed herein are products and materials incorporating the treated veneer materials according to the disclosed methods.

A cloud-based system network for verifying and documenting prefabricating Class-A fire-protected wood-framed buildings produced from a prefabricated Class-A fire-protected wood-framed building factory system supporting multiple production lines for producing Class-A fire-protected wood-framed components including wall panels, floor panels, stair panels, floor trusses, and roof trusses for use in constructing custom and pre-specified prefabricated Class-A fire-protected wood-framed buildings. The system network includes (i) a data center with web, application and database servers for supporting a web-based site for hosting digital images of barcoded/RFID-tagged certificates attached to prefabricated Class-A fire-protected wood-framed building components, and other certification documents, and (ii) mobile smart-phones used to capture digital photographs and video recordings of Class-A fire-protected wood-framed building sections, and upload the captured digital images to the data center, for each prefabricated wood-framed building project, so that building purchasers, insurance companies, builders, architects and other stakeholders can review such certifications and documentations during the prefabrication of wood-framed buildings from the factory system.

A cloud-based system network for managing the supply chain management operations associated with shipping clean fire inhibiting chemical (CFIC) totes from a chemical factory or warehouse to a network of lumber factories producing Class-A fire-protected lumber, and/or wood-framed building construction job sites with interior wood surfaces being spray-treated with Class-A fire protection during the construction phase. The system network includes a data center with web, application and database servers for supporting one or more mobile applications running on mobile computing devices (e.g. smart-phones and tablet computers). The mobile applications were configured for (i) scanning barcode symbols and/or RFID-tags on CFIC totes, measuring the weight of such CFIC totes at the chemical factory and/or warehouse, capturing GPS coordinates of the CFIC totes and recording such data within the centralized supply chain management database, and also for (ii) scanning barcode symbols and/or RFID-tags on CFIC totes at the destination factory, warehouse and/or construction job site, measuring the weight of such CFIC totes, detecting GPS coordinates, comparing recorded weights, and enabling automated inventory replenishment.

Prefabricated Class-A fire-protected mass timber building components are first sprayed or curtain-coated with clean fire inhibiting chemical (CFIC) liquid, in an automated prefabricated wood building factory environment, to provide Class-A fire-protection under the ASTM 84E test standard. Thereafter, the prefabricated Class-A fire-protected mass timber building components are sprayed or coated again with a different chemical liquid so as to provide added UV-light, moisture and termite protection to the Class-A fire-protected CLT building components. Preferably, a multi-axis robotic spray system is used for spraying CFIC liquid over all of the surfaces of the prefabricated mass timber. Machine vision systems can be used to collect video data of the spraying operations, analyzing the collected video data against preconstructed reference models, and providing guidance as required to achieve predetermined standards of quality control (QC) along the production line.

A cloud-based system network for verifying and documenting prefabricating Class-A fire-protected wood-framed buildings produced from a prefabricated Class-A fire-protected wood-framed building factory system supporting multiple production lines for producing Class-A fire-protected wood-framed components including wall panels, floor panels, stair panels, floor trusses, and roof trusses for use in constructing custom and pre-specified prefabricated Class-A fire-protected wood-framed buildings. The system network includes (i) a data center with web, application and database servers for supporting a web-based site for hosting digital images of barcoded/RFID-tagged certificates attached to prefabricated Class-A fire-protected wood-framed building components, and other certification documents, and (ii) mobile smart-phones used to capture digital photographs and video recordings of Class-A fire-protected wood-framed building sections, and upload the captured digital images to the data center, for each prefabricated wood-framed building project, so that building purchasers, insurance companies, builders, architects and other stakeholders can review such certifications and documentations during the prefabrication of wood-framed buildings from the factory system.

A cloud-based system for verifying and documenting Class-A fire-protection treatment of a wood-framed building using on-site spraying of a clean fire inhibiting chemical (CFIC) liquid. The system includes (i) a data center with web, application and database servers for supporting a web-based site for hosting images of certificates stamped on spray-treated wood surfaces, and other certification documents, and (ii) mobile smart-phones used to capture digital photographs and video recording of spray-treated wood-framed building sections during the on-site fire-protection spray process, and upload the captured digital images to the data center, for each spray treatment project, so that insurance companies, builders, and other stakeholders can review such on-site spray completion certifications during the building construction phase of the wood-framed building.

An Internet-based system network for supporting the delivery, certification and remote inspection of fire-protection provided to wood-framed and mass-timber building construction sites, as well as prefabricated wood-framed and mass timber buildings and components within a prefabricated building factory. The system network also manages the supply of clean fire inhibiting chemical (CFIC) totes from a chemical factory or warehouse to (i) wood-framed building construction job sites, as well as (ii) factories manufacturing prefabricated fire-protected wood-framed and mass-timber buildings and components (e.g. modules and panels) using data centers and a network of wireless mobile computing devices.

A cloud-based system for verifying and documenting Class-A fire-protection treatment of a wood-framed building using on-site spraying of a clean fire inhibiting chemical (CFIC) liquid. The system includes (i) a data center with web, application and database servers for supporting a web-based site for hosting images of certificates stamped on spray-treated wood surfaces, and other certification documents, and (ii) mobile smart-phones used to capture digital photographs and video recording of spray-treated wood-framed building sections during the on-site fire-protection spray process, and upload the captured digital images to the data center, for each spray treatment project, so that insurance companies, builders, and other stakeholders can review such on-site spray completion certifications during the building construction phase of the wood-framed building.