DriversRecommendedOutdated drivers can make a good PC feel brokenScan driver issues before chasing fixes manually.Scan NowHalloween DealsAmazon USHalloween week deals: useful picks before month-endAmazon US: current deals, useful picks and tech finds.Check DealsSlow PC?RecommendedPC slow today? Run a repair scan before it gets worseResolve common Windows issues and optimize system performance.Scan Now×
FREEDOM251

Freedom251 › Blog › anomaly detection

Temperature Monitoring and Anomaly Detection Using LM35 and Bolt IoT

By Freedom251 Team · · 3 min read

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

This project pairs an LM35 analog temperature sensor with Bolt IoT hardware and cloud monitoring to track temperature and flag unusual readings. It is best understood as a learning prototype: the available project materials do not establish that the complete system is calibrated, validated, or suitable for regulated pharmaceutical storage.

What the LM35 and Bolt IoT project does

The Hackster.io project listing describes a temperature-monitoring and anomaly-detection build for a pharmaceutical tablet case, using an LM35 sensor and Bolt IoT. The listing does not provide enough accessible implementation detail to confirm every wiring choice or software step, so those specifics should be checked against the project’s complete instructions.

As an Amazon Associate I earn from qualifying purchases.

At a high level, the LM35 produces an analog signal that changes with temperature. Bolt samples that signal and sends readings to cloud services, where they can be plotted and monitored. Bolt IoT’s 2019 tutorial documents a workflow that connects the sensor’s supply and ground to the Bolt device, connects its analog output to the Bolt analog input, and configures cloud visualization and alerts. The interface described is from that tutorial, not a guarantee of current Bolt cloud labels or screens. Hackster.io Bolt IoT: Alert Me on Temperature Data

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

How temperature readings and anomalies are handled

Converting the LM35 signal

Texas Instruments specifies the LM35’s linear scale factor as 10 mV/°C. That means its output voltage corresponds to Celsius temperature, but the voltage-to-temperature calculation in a particular build depends on the board’s analog-to-digital converter range, reference voltage, sensor variant, and circuit. A conversion formula from one tutorial should not be assumed to apply unchanged to every configuration. Texas Instruments LM35 product page

#1 Best Overall
Bridgold 5pcs LM35DZ Analogue Precision Centigrade Temperature Sensor,To-92
  • Rated for full −55˚ to +150˚C range
  • Suitable for remote applications
  • Operates from 4 to 30 volts
  • Low self-heating, 0.08˚C in still air
  • Nonlinearity only ±1⁄4˚C typical

Alerts and anomaly detection

A related capstone document describes sending email alerts when temperatures cross thresholds and using Z-score analysis to identify anomalous readings. A Z-score measures how far a reading is from a data set’s mean in standard-deviation units; how useful it is depends on the data and the chosen threshold. The available description does not establish the project’s exact alert thresholds, Z-score settings, or performance, so those details should not be treated as verified operating results. Capstone document

What the LM35 specifications do—and do not—tell you

Texas Instruments lists an LM35 operating range of −55°C to 150°C and an ensured accuracy of 0.5°C at 25°C. Those are component specifications, not a measured accuracy claim for the assembled monitoring system. Sensor placement, calibration, the analog measurement circuit, installation conditions, and data handling can all affect the system’s readings and reliability. Texas Instruments LM35 product page

Rank #2
BOJACK TMP36 Temperature Sensors 3 Pin TMP36GZ High Precision Celsius Temperature Sensor (Pack of 5 Pcs)
  • BOJACK High Precision Celsius Temperature Sensor
  • Operating Voltage:2.7 V - 5.5 V
  • Rated temperature range: -40 °C-+125 °C
  • Accuracy: ±2°C
  • Scale factor: 10 mV/8°C

Parts and setup considerations

  • LM35 sensor: The project’s temperature sensor; confirm the exact sensor variant before using a wiring diagram or conversion calculation.
  • Bolt Wi-Fi module: The project materials identify Bolt hardware, but do not establish the exact model or its current availability. Check the project instructions and current product documentation before purchasing.
  • Breadboard and jumper wires: Generic supporting items for prototyping the connections.

For setup, follow a diagram that matches both the LM35 variant and Bolt board. Check power, ground, and analog-input connections before powering the circuit; then verify that cloud readings change plausibly as the sensor temperature changes. A plotted value is not proof of calibration.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Is this suitable for pharmaceutical storage monitoring?

The available evidence supports treating this as a learning prototype, not a validated system for regulated storage. It does not show calibration against a traceable reference, validated sensor placement, environmental qualification, a documented alarm-response process, audit-trail validation, or regulatory approval. The temperature ranges and time restrictions in the related capstone document are scenario claims, not verified current regulatory requirements; consult the relevant regulator and product-specific storage guidance for applicable requirements.

Rank #3
Bridgold 5pcs TMP36GT9Z TMP36 36GT Low Voltage Temperature Sensors,3-Pin.
  • Specified −40°C to +125°C, operation to +150°C
  • Low voltage operation (2.7 V to 5.5 V)
  • Stable with large capacitive loads
  • Less than 50 μA quiescent current
  • Qualified for automotive applications

Bolt IoT separately markets Blake for facility temperature and humidity monitoring, including pharmaceutical and diagnostics settings, with alerts and anomaly-detection features. That is a distinct commercial offering, not the same thing as the LM35/Bolt DIY tutorial, and its suitability for any regulated use must be established from its own documentation and the applicable requirements. Bolt IoT Blake

Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Support on Ko-Fi

If you adapt the prototype

Choose a sensor based on its temperature range and accuracy across the temperatures you actually need to monitor, its interface, calibration requirements, and suitability for the installation environment. Evaluate an IoT platform for connectivity, alert delivery, data retention, security, and any validation requirements relevant to its use. The project materials do not compare alternative sensors or platforms.

Quick Recap

Bestseller No. 1
Bridgold 5pcs LM35DZ Analogue Precision Centigrade Temperature Sensor,To-92
Bridgold 5pcs LM35DZ Analogue Precision Centigrade Temperature Sensor,To-92
Rated for full −55˚ to +150˚C range; Suitable for remote applications; Operates from 4 to 30 volts
$9.99
Bestseller No. 2
BOJACK TMP36 Temperature Sensors 3 Pin TMP36GZ High Precision Celsius Temperature Sensor (Pack of 5 Pcs)
BOJACK TMP36 Temperature Sensors 3 Pin TMP36GZ High Precision Celsius Temperature Sensor (Pack of 5 Pcs)
BOJACK High Precision Celsius Temperature Sensor; Operating Voltage:2.7 V - 5.5 V; Rated temperature range: -40 °C-+125 °C
$11.99
Bestseller No. 3
Bridgold 5pcs TMP36GT9Z TMP36 36GT Low Voltage Temperature Sensors,3-Pin.
Bridgold 5pcs TMP36GT9Z TMP36 36GT Low Voltage Temperature Sensors,3-Pin.
Specified −40°C to +125°C, operation to +150°C; Low voltage operation (2.7 V to 5.5 V)
$9.99
Bestseller No. 5
eMagTech 10x LM35DZ Temperature Sensor IC Acquisition TO-92 for Electronic Device Temperature Control
eMagTech 10x LM35DZ Temperature Sensor IC Acquisition TO-92 for Electronic Device Temperature Control
Type: Precision Temperature Sensor.Measuremen accuracy +/- 0.25¡ãC; Operating voltage: DC 4 ~ 30 V;Rated for full ?55? to +150?C
$11.49
Best Value
eMagTech 10x LM35DZ Temperature Sensor IC Acquisition TO-92 for Electronic Device Temperature Control
  • Type: Precision Temperature Sensor.Measuremen accuracy +/- 0.25¡ãC
  • Operating voltage: DC 4 ~ 30 V;Rated for full ?55? to +150?C
  • Model: LM335Z, suitable for remote applications
  • Applications: Ideal for temperature sensing and control applications in a variety of electronic devices.
  • Package: Available in a TO-92 package for easy installatio
Rank #4
Chiffonade ‌LM35 Temperature Sensor Module Linear 10mV/°C Output 5VDC -40°C to +110°C Range 3-Pin Interface for Microbit DIY Electronics
  • ‌Precision Temperature Measurement‌: Linear 10mV/°C output (0V at 0°C) with ‌±0.25°C accuracy‌ at 25°C for reliable data
  • ‌Plug-and-Play Compatibility‌: 3-pin interface works compatible with ‌Microbit and most microcontroller expansion boards 5VDC powered
  • ‌Robust Design‌: Four ‌3mm mounting holes‌ secure the module to prototypes or enclosures; compact size 34×22×9mm, 2.6g
  • ‌Wide Operating Range‌: Measures ‌-40°C to +110°C‌, ideal for environmental monitoring, DIY projects, and industrial prototyping
  • ‌Analog Signal Output‌: Directly interfaces for real-time temperature logging and control systems, suitable for engineers, technicians, factories, individual DIY, electronic enthusiasts, etc

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

anomaly detectionBolt IoTIoTLM35sensorsTemperature Monitoring

Leave a Reply

Your email address will not be published. Required fields are marked *

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Recommended PC Tool
Recommended PC Tool
Outdated Drivers Are Slowing You DownFree scan - exact matches
Windows Errors? Fix Them Before They SpreadFree repair scan

Two free Windows tools

One Free Minute Could Fix That PC

Before you go - each of these free tools takes about a minute and tackles what quietly slows a Windows PC down.

Special offer. View Outbyte info, uninstall instructions, EULA, and Privacy Policy.