lims

Automates form validation and data entry for battery inspection forms.

LIMS Extension: Streamlined Automation for Laboratory Information Management and Battery Inspection Workflows The LIMS (Laboratory Information Management System) browser extension is a powerful tool designed to optimize daily workflows for professionals in battery testing laboratories and quality inspection environments. This extension focuses on automating, validating, and enhancing form handling processes specifically related to battery inspection and laboratory information management, enabling users to achieve greater accuracy and efficiency in their work. Tailored for laboratory technicians, managers, and QC personnel, LIMS incorporates intelligent form validation to automatically check key attributes of battery test forms — such as product names, dimensions, net weight, cycle count, and energy density — against over 30 standardized rules. This rigorous validation ensures data correctness and completeness, dramatically reducing the risk of human error and rework. The extension also features smart data entry functions that automatically fill forms based on preconfigured settings including product categories, calculation formulas, and frequently used fields, minimizing repetitive manual input and increasing entry speed. A standout capability is its advanced attachment analysis using machine learning via ONNX Web integration, which can automatically read and verify battery label information from local image files and cross-reference this data with form entries. This innovative feature helps streamline data verification processes and enhances quality control accuracy. In addition, the extension offers convenient hotkeys and shortcut commands such as one-click experiment assignments, quick undo, and rapid save options that simplify and accelerate common laboratory tasks. LIMS also improves the user interface by providing customizable color themes and anchor navigation aids to help users efficiently navigate complex forms with multiple pages or embedded frames. The extension’s content scripts actively synchronize multi-frame workflows and optimize page layout and responsiveness, creating a seamless and productive working environment in web-based laboratory management platforms. Its background services manage caching and periodic updates to maintain performance and consistency throughout extended use. Designed for compatibility with a wide range of battery inspection, billing, customer management, testing, and reporting systems, this extension enables streamlined automation for laboratory professionals who require precision and speed. By transforming manual entry and checks into automated, intelligent workflows, LIMS helps laboratories reduce operational overhead and focus on critical evaluation and quality assurance. Key Features: - Automated Form Validation: Ensures battery test forms comply with over 30 key criteria, including product name verification, size, net weight, cycle count, and energy density to guarantee data accuracy. - Intelligent Data Entry Automation: Autofills forms based on preset configurations of product categories, formulas, monetary values, and other common fields, reducing manual repetition. - Smart Attachment Analysis: Utilizes ONNX Web machine learning to extract and verify battery label information from local images, cross-checking with form data for validation. - Convenient Hotkeys and Shortcuts: Supports one-click experiment distribution, single-key undo, quick save, and other productivity-enhancing keyboard commands. - UI Enhancements and Navigation: Offers customizable color schemes and anchor-based navigation to improve readability and help users swiftly move through complex multi-frame forms. - Multi-Page and Multi-Frame Synchronization: Ensures smooth interaction and visual consistency for laboratory web portals involving embedded iframes and split views. - Performance Optimization: Background caching, real-time geometry synchronization, and periodic updates maintain fast, reliable functionality during prolonged use. How It Works: 1. Install the LIMS extension from the browser store and access your laboratory’s supported battery inspection and form management portals. 2. When you load compatible web pages, the extension automatically injects its content scripts to enhance the user interface and activate real-time validation tools. 3. As you interact with forms, the extension continuously checks entries against preset rules, highlights missing or suspicious data, and suggests default or corrected values. 4. Utilize the intelligent autofill and quick-entry functions to rapidly complete repetitive or standard data fields. 5. Employ hotkeys for speedier assignment of experiments, undo operations, and immediate data saving, streamlining routine laboratory workflows. 6. Leverage smart attachment analysis by uploading local battery label images for automatic extraction and verification of identifying information. 7. Navigate complex multi-page or iframe-based forms easily using anchor navigation and benefit from synchronized frames that maintain consistent display and form state. 8. Customize your workflow environment with adjustable UI themes and reliably store data snippets or templates securely within the extension’s storage system. Privacy: - No personal data collected. LIMS transforms the battery testing laboratory environment by automating error-prone manual tasks and enhancing data accuracy through intelligent validation and machine learning capabilities. It is an indispensable assistant for lab professionals aiming to elevate their operational precision, reduce workload, and improve overall productivity in form handling and inspection processes.