Intelligent Formula Weighing and Automatic Batching Management System

The Intelligent Formula Weighing and Automatic Batching Management System is an advanced industrial solution that combines high-precision weighing, digital recipe control, and full data traceability. It is designed to replace traditional manual batching processes that are prone to human error, low efficiency, and incomplete records. By digitizing the entire batching workflow, this system helps manufacturers achieve higher accuracy, stable quality, and compliant production management.

System Overview and Value

Unlike conventional weighing equipment, the Intelligent Formula Weighing and Automatic Batching Management System focuses on process control rather than single-point measurement. From order execution to raw material dosing and batch completion, every step is managed by the system. This ensures consistent formulation, reduces rework, and supports intelligent manufacturing upgrades across modern factories.

Key Functional Capabilities

End-to-end digital batching control

The system integrates recipe management, order processing, batching guidance, and production data analysis into one platform, enabling full digital control from raw material input to finished output.

Error-prevention and consistency assurance

Built-in anti-mistake mechanisms guide operators step by step and verify each weighing action in real time. This effectively prevents manual errors and ensures every batch meets the defined formulation standards.

High-efficiency operation workflow

By simplifying operating steps and eliminating repeated manual checks, batching data is automatically transferred to downstream processes once completed, significantly improving overall production efficiency.

Paperless data management

All operations—from order release and recipe execution to batch completion—are performed within the system. Manual records are no longer required, supporting centralized data storage, analysis, and decision-making.

Formula optimization support

The system continuously compares actual material consumption with theoretical values, helping enterprises fine-tune formulations, maintain product consistency, and strengthen market competitiveness.

Flexible system integration

With strong networking and data-sharing capabilities, the system can be customized to connect seamlessly with existing ERP, MES, and other enterprise management systems, reducing duplicated work and improving coordination.

Core Technical Specifications

Display and interaction

Equipped with a 10-inch high-definition capacitive touch screen (1280 × 800 resolution) supporting multi-touch operations for intuitive use.

Industrial operating system

Runs on a deeply customized industrial-grade Android system, offering a smooth interface and stable long-term performance.

Processing performance

Powered by an RK3568 quad-core processor with a main frequency up to 1.8 GHz, ensuring fast response and reliable computation.

Memory configuration

Standard 4 GB RAM and 32 GB ROM provide sufficient storage for large volumes of formula and batch data.

Power supply adaptability

Wide voltage input AC 100–240 V with DC 12 V / 4 A output, suitable for diverse industrial environments.

Mechanical structure

Features a 304 stainless steel instrument housing, food-grade stainless steel weighing pan, and heavy-duty stainless steel frame for durability and hygiene.

Environmental conditions

Designed to operate within temperatures from –10 °C to +45 °C and relative humidity up to 90%.

Communication interfaces

Standard configuration includes dual USB ports, dual RS232 serial ports, RJ45 Ethernet, and I/O switch outputs.

Wireless connectivity

Built-in WiFi (802.11 b/g/n/ac) and Bluetooth 5.0 enable wireless data transmission and device expansion.

Optional peripherals

Supports HDMI displays, 4G IoT modules, audible and visual alarms, label printers, QR code scanners, LED large screens, and RFID card readers.

Standard Operating Workflow

Recipe setup and maintenance

Formulas can be created in two ways. Users may prepare standardized Excel templates on a PC, defining recipe codes, material IDs, names, weight limits, and weighing sequences, then import them in batches via USB. Alternatively, recipes can be entered, edited, and updated directly on the device touch screen at any time.

Batch execution process

Operators select the target recipe, define the production batch and quantity, and follow on-screen guidance. The system leads each weighing step in the predefined order, displaying real-time weight values against acceptable ranges. Once a material reaches its qualified range, the system confirms acceptance and automatically moves to the next step using cumulative weighing mode.

Data traceability and reporting

Every batching operation is automatically recorded, including timestamps, operator identity, recipe version, actual weights, deviation values, and pass/fail results. Data can be filtered by time, operator, or product category and exported as Excel reports for quality tracing and compliance audits.

Industry Applications

The Intelligent Formula Weighing and Automatic Batching Management System is widely used in industries where dosing accuracy is critical. Typical applications include food processing such as baking ingredients, seasonings, and dairy additives; pharmaceutical manufacturing for APIs, solid dosage formulations, and traditional medicine preparation under GMP requirements; chemical production for fine chemicals, coatings, inks, and plastic additives; and new energy materials, especially high-precision batching of lithium battery cathode and anode materials. It is also suitable for feed production, building materials, and daily chemical manufacturing.