Industrial Analytics for Chocolate Production

Ensure safety, energy efficiency, and quality in every step of chocolate manufacturing with TrendMiner.

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Ensure quality, food safety, and resource efficiency in every step of your process with TrendMiner.

Safety

Maintaining production safety standards

Why it's relevant

High cocoa press pressure (>500 bar) requires early anomaly detection to prevent failure and ensure butter and solid cake consistency.

Why TrendMiner

Find optimal pressure ranges and monitor them in real time
Correlate output flowrates vs pressure to find attrition signals
Establish continuous butter flow rate & track production deviations sustained over time

Energy

Optimizing energy consumption in chocolate processing

Why it's relevant

Roasting consumes the most energy (120–200 °C for >20 min); tracking product-specific consumption is vital for savings.

Why TrendMiner

Create energy consumption ratios to benchmark roasting efficiency. Generate visual reports to identify bottlenecks. Perform fast root cause analysis to define optimal ranges and eliminate deviations.

Quality (cocoa powder)

Ensuring consistent product quality – powdered cocoa

Why it's relevant

Debacterization and flavor development are critical; achieving desired profiles while optimizing cost and process efficiency defines competitiveness.

Why TrendMiner

Quantify, compare, and analyze roasting variants—temperature, time, energy use, yield, moisture loss, and uniformity—across multiple products and procedures.

Quality (chocolate)

Quality (especially for chocolate)

Why it's relevant

Conching is key in chocolate quality, by reducing the size of cocoa solid particles and sugar crystals, resulting in a smoother texture. Key factors influencing the final product include: Aeration, flavor development, temperature control, duration.

Why TrendMiner

Keep track of conching batches and corresponding quality-influencing parameters, finding ideal ranges of operating variables that lead to optimal quality.

Efficiency & time savings

Enhancing efficiency & time savings

Why it's relevant

Conching, lasting from 12 hours to several days, is the longest chocolate production phase. Reducing cycle time while maintaining final product quality is essential.

Why TrendMiner

Identify shortest conching phases meeting quality standards. Compare batches to perform root cause analysis and spot inefficiencies. Benchmark ideal duration and operating conditions for optimal performance.