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Complexity of Mass Balance Analysis: How to Ensure Accuracy

Mass balance analysis is an essential tool in process engineering, used to quantify input losses throughout production systems. Its application allows tracking the behavior of raw materials, products and waste at each stage, promoting greater control and operational efficiency. For this, it is necessary to consider fundamental variables, such as inflow and outflow, composition of currents, flow rates, accumulation and losses. The reliability of the analysis depends directly on the quality and stability of the data collected, in addition to the existence of a history for comparison and identification of deviations.

This methodology is widely used in different phases of the industrial cycle: from process development and optimization, to quality control, continuous monitoring, and waste management. The general mass balance equation is adaptable to different contexts and sectors, and can be applied stationary or non-stationary, differential or integral, global or component, with or without chemical reaction. For example, in continuous processes such as distillation, the steady balance is adopted, while batch fermentation requires a non-stationary model. In systems with fast reactions, the differential model is more adequate, and in operations with well-defined time limits, such as batches, the integral balance is used. The balance by component or global allows a segmented or total view of the process, being indispensable for separation or performance analyses of entire plants.

Applied correctly, mass balance provides strategic support to reduce losses, improve productivity, ensure environmental compliance, and enhance industrial decision-making based on accurate technical data.

Systematization in Complex Industrial Processes

Mass balance analyses are fundamental tools in industrial engineering, with wide applicability in different production contexts. However, its execution can become complex in processes with multiple interconnected equipment, especially when they involve multiphase, heterogeneous systems or with chemical reactions. In these situations, the organization and systematization of information become indispensable to ensure a clear and objective approach.

According to Mazzuco (2013), the effective equation of mass transit analyses must follow well-defined steps: prepare a detailed diagram of the process, delimit the study area, quantify all currents and their constituents, gather equations that relate the variables of the system, incorporate complementary information and define a consistent calculation basis. These steps structure the analysis and enable greater accuracy in the results.

análise de balanço de massa
Example of an Industrial Process Diagram

Despite its importance, many industries face obstacles that limit the application of mass balance. Among the main challenges are the absence of reliable data, high operational variability, and the difficulty of integrating the necessary information. The lack of robust and structured data collection directly compromises the consistency of the analysis, which can result in incomplete or inaccurate diagnoses.

Practical examples reinforce the usefulness of the tool. In beer production, in  the beverage industry, inputs include water, malt, hops and yeast, going through stages such as grinding, mashing, fermentation and filtration. The outputs involve beer, malt pomace and fermentation residues. The mass balance allows you to accurately calculate the inputs needed for each volume produced and the waste generated. In the pulp and paper industry, paper production starts from wood, water and chemical products, such as caustic soda. With the mass balance, it is possible to quantify the required materials and residues, such as black liquor, contributing to greater control and efficiency of the process.

Application of Mass Balance Analysis in the Polyethylene Plastic Process

Polyethylene Plastic Production Diagram

An example of a complex and common end product in the chemical industry is polyethylene plastic. The production of polyethylene involves several steps and complex chemical reactions:

  1. Ethylene Production: The process begins with the production of ethylene (ethylene) from hydrocarbons such as ethane, through a process called steam cracking. Ethane is heated to high temperatures (800-900°C) in the presence of steam, resulting in the formation of ethylene and other by-products.
  2. Polymerization: Ethylene is then polymerized to form polyethylene. There are different polymerization methods, such as:
    • Gas Phase Polymerization: Ethylene is polymerized in a gas phase reactor using specific catalysts.
    • Solution Polymerization: Ethylene is dissolved in a solvent and polymerized in the presence of catalysts.
    • Suspension Polymerization: Ethylene is polymerized in a liquid medium, where the formed polyethylene is suspended.
  3. Reaction Control: Polymerization is controlled to obtain different types of polyethylene, such as high-density polyethylene (HDPE) and low-density polyethylene (LDPE), each with specific properties.
  4. Processing and Molding: The raw polyethylene is then processed and molded into final products such as packaging, bottles, tubing, and plastic films.

Taking into account the last step, the mass balance analysis could be illustrated by the following scenario:

  1. Raw Material Input:
    • High Density Polyethylene (HDPE): 1000 kg
    • Additives: 50 kg
  2. Injection Molding Process:
    • Melting and Mixing: The HDPE and additives are heated and mixed until they form a homogeneous mass.
    • Injection: The melt is injected into molds under high pressure.
    • Cooling and Solidification: The material is cooled in the molds until it solidifies.
  3. Output of Products:
    • Molded Products: 950 kg
    • Waste and burrs: 100 kg

To perform the mass balance analysis, we follow the following steps:

  1. System Definition: We consider the system as the injection molding process, from the input of raw material to the output of the molded products and waste.
  2. Mass Balance Equations:
    • Total Mass Balance: Total Input = Total Output
      1000kg (HDPE) + 50kg (Additives) = 950kg (Molded Products) + 100kg (Waste) = 1050kg

The analysis shows that the total input mass is equal to the total output mass, indicating that there were no unplanned losses in the process. In addition, waste and burrs represent a loss of 100 kg, which can be recycled or reused in the process to improve efficiency.

Análise de Balanço de Massa
Copyright: ST-One

Mass Balance Analysis in the Polyethylene Plastic Process

Mass balance analysis in polyethylene production is a critical and complex activity, requiring precision and in-depth technical knowledge due to the multiple variables involved. The process begins with the steam cracking of hydrocarbons to obtain ethylene, followed by polymerization that forms polyethylene. These steps involve several simultaneous chemical reactions, carried out under extreme conditions of temperature and pressure, which requires strict and continuous control.

The use of catalysts, which are essential to accelerate reactions, introduces another factor of complexity, as their efficiency can vary with time and operating conditions. In addition, the process includes the recycling of unreacted gases, which return to the reactor, and purification and separation stages of the final product, all of which must be considered in the balance sheet. Waste and by-product management, which is critical to environmental compliance, and variability in raw materials and operating conditions also directly impact the accuracy of the analysis.

For mass balance to be effective, it is essential to have reliable data collected by automated monitoring systems. This data feeds models that allow you to measure yields, losses, and efficiency at every step — from transfers between tanks to filtration and separation operations. The process needs to operate stably to ensure consistent results.

In addition to optimizing production performance, accurate analysis contributes to obtaining certifications and regulatory compliance. In mining, for example, metals accounting must meet the AMIRA P754 code, requiring auditability and transparency. Thus, industrial digitalization and automated data collection become strategic allies in the execution of robust, safe and real-time mass balances.

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