Home / Products / DAQ & Cloud Platform

Data Acquisition & Monitoring Cloud

The nerve center of every SoilCreate monitoring system: a self-developed acquisition gateway series and the SoilCreate Monitoring Cloud connect field sensors to dashboards, alerts and AI analytics — one continuous, fully owned data chain.

SoilCreate MONITORING CLOUD · SCDA-DG-01 · SCSE-VW01
SCDA-DG-01 wired data logger — SoilCreate acquisition gateway
Acquisition gateway series

Edge devices that never lose a reading

Three self-developed gateways cover wired buses, long-range wireless and vibrating-wire sensors. Data is filtered and checked at the edge, buffered locally during network loss, and pushed to the cloud the moment connectivity returns.

  • Edge computing + filtering

    Anomalies are identified and flagged right at the front end, before upload.

  • Breakpoint-resume + event-triggered reporting

    On-board storage rides out network loss; rapid changes trigger accelerated reporting.

  • Hardened for the field

    Solar power sized for 7 days of overcast with 30% reserve, lightning-protected enclosures, remote OTA upgrades.

SCDA-DG-01

Wired Data Logger

RS485 bus input with AutoID auto-addressing, 4G uplink, and 16 GB on-board storage for breakpoint-resume on network loss.

SCDA-DG-01-LORA

LoRa Base Station

1 km+ transmission range with ad-hoc mesh networking and 4G/MQTT uplink — cable-free coverage for remote, dispersed sites.

SCSE-VW01

VW Acquisition Module

16 channels with intelligent frequency-sweep, compatible with vibrating-wire sensors from multiple vendors. 8-ch (SCSE-VW01-8) and 4-ch (SCSE-VW01-4) variants available.

16 GB
On-Board Storage

Store-and-forward keeps data safe through network loss.

1 km+
LoRa Range

Ad-hoc mesh networking, no cabling required.

16 ch
VW Channels / Module

Intelligent frequency-sweep, multi-vendor compatible.

IP65
Field Enclosure

Lightning protection with <10 Ω grounding, −40 to 70 °C.

Edge layer

Inside the Edge Layer: Six Function Blocks

Field-service statistics show that most edge failures trace to power, lightning protection and APN/SIM configuration — not the sensors. That is why every SoilCreate edge device is engineered around six clearly separated function blocks.

Protective enclosure · IP65 / IP67 · −40~70 ℃ · surge 8/20 µs · 20 kA 防护机箱 · IP65 / IP67 · −40~70℃ · 防雷浪涌 8/20µs · 20kA Sensor interfaces 传感器接口 VW sweep · 4–20 mA 振弦扫频 · 4–20mA RS-485 · CAN · SDI-12 Power management 电源管理 Solar MPPT charging 太阳能 MPPT 充电 Li / lead-acid battery 锂电 / 铅酸蓄电池 DC-DC 5 / 12 / 24 V Main control SoC 主控 SoC ARM Cortex-A / RISC-V Linux / RTOS Edge algorithms: 边缘算法: filter · check · flag anomalies 滤波 · 校验 · 异常标记 Local storage 本地存储 SD / eMMC Buffer through network loss 断网缓冲 Comms module 通讯模块 4G / 5G · NB-IoT · WiFi LoRa · BeiDou short message LoRa · 北斗短报文 Cloud 云平台 Power + sensors → main control → storage + comms 电源 + 传感器 → 主控 → 存储 + 通讯
The six function blocks of a SoilCreate edge device and the power / main-control / comms relay: power management and the sensor interfaces feed the main-control SoC, which hands data to local storage and the communication module — all housed in the protective enclosure.

Main Control SoC

ARM Cortex-A / RISC-V running Linux or an RTOS, executing edge algorithms — filtering, checking and anomaly flagging before upload.

Sensor Interfaces

Vibrating-wire frequency-sweep, 4–20 mA, RS-485, CAN and SDI-12 — one box aggregates mixed sensor fleets.

Communication Module

4G/5G, NB-IoT, WiFi, LoRa — plus BeiDou short message for sites with no public network at all.

Power Management

Solar MPPT charging with lithium or lead-acid batteries, and DC-DC rails at 5/12/24 V for the sensor bus.

Local Storage

SD / eMMC buffering rides out network loss; data resumes to the cloud from the breakpoint once connectivity returns.

Protective Enclosure

IP65/IP67 housings rated −40 to 70 °C, with surge protection rated 8/20 µs · 20 kA against lightning.

Field Deployment Checklist

  • 1
    Size the solar power with a safety factor

    Panel wattage ÷ site average daily sunshine × 0.5 safety factor must exceed the device's average daily consumption — a rule calibrated on rainy-season field data. Even a 10% shortfall can mean an outage after sustained overcast.

  • 2
    APN configured at the factory

    On site, only the SIM card is swapped — eliminating the most common cause of "phantom" 4G failures: a mistyped APN.

  • 3
    Lightning grounding under 10 Ω

    Earth resistance below 10 Ω, with the lightning rod at least 3 m from the device. Substandard grounding is the leading cause of strike damage.

  • 4
    OTA upgrades proven in the lab first

    Every remote firmware rollout is validated in the lab before being pushed to cold, remote or hard-to-reach stations.

Technology

Cloud-Edge-Device, Fully Self-Developed

Five layers, one proprietary system — from MEMS sensing to neural-network safety assessment.

01 / Sensing

Sensing Layer

  • MEMS high-precision sensing
  • RS485 bus / AutoID addressing
  • Segmented assembly / LoRa wireless
02 / Edge

Acquisition Layer

  • Smart gateway / VW acquisition
  • Edge computing + filtering
  • Breakpoint-resume / event-triggered reporting
03 / Network

Network Layer

  • 4G/5G/NB-IoT all-carrier
  • MQTT / TCP / HTTP
  • LoRa ad-hoc networking
04 / Cloud

Cloud Layer

  • Microservices architecture
  • GIS/BIM 3D visualization
  • Tiered alerts / multi-project management
05 / AI

AI Layer

  • Neural-network safety assessment
  • Kalman / sidereal-day filtering
  • Machine-vision defect recognition
FULL-CHAIN PROPRIETARY IP | NO BLACK-BOX DEPENDENCE | FULL DATA SOVEREIGNTY
SoilCreate Monitoring Cloud

Six Core Capabilities, One Platform

Built on a microservices architecture, the SoilCreate Monitoring Cloud turns raw sensor streams into decisions — with full audit trails: every threshold change is version-logged and every alarm leaves a trigger record.

Real-Time Monitoring

Second-level data refresh across all measurement points, with live curves, cloud maps and period statistics.

Intelligent Tiered Early Warning

Configurable graded alert levels pushed by SMS and app, with version-logged thresholds and trigger logs for every alarm.

GIS/BIM 3D Visualization

Measurement points placed on design drawings, GIS maps and BIM models — see the structure, not just the numbers.

Multi-Project Management

Tiered role-based permissions let owner, contractor and supervisor accounts work on the same platform in parallel.

Open REST API

Standard RESTful + MQTT interfaces integrate with your existing GIS, BIM, OA and regulatory supervision platforms — no vendor lock-in.

AI Analytics Engine

Neural-network models deliver trend forecasting and decision support on top of live monitoring data.

Architecture & governance

Three Layers, Clear Permission Boundaries

The platform follows the standard three-layer IoT architecture: a device layer of sensors, an edge layer handling acquisition, protocol conversion, buffering and edge AI, and a cloud layer that splits into access (MQTT / HTTP / device shadow), data (time-series + relational + object storage), algorithm (rules + anomaly detection) and application (dashboards, mobile, government access, API) tiers.

Module Purpose Permission boundary
Control indicators (alarm thresholds)Graded alarm threshold configurationWritable by owner + supervising engineer only; every change version-logged
Project overview / cloud mapProject info, progress, measurement points on design drawingsReadable by owner, contractor and supervision
Daily reportsDaily monitoring summariesWritable by the supervising engineer
Data summary / comparison / period statisticsMulti-dimensional queries; contractor vs. third-party comparison flags deviations >10% in redReadable by all parties
Project management (staff)Staff categories and accountsWritable by the owner only
Automation managementDevice status and remote upgradesWritable by SoilCreate O&M only

Four Audit Trails, Traceable Reviews

Beyond the version-logged thresholds and alarm trigger records noted above, account changes leave approval records (applicant, approver, permissions before and after), and every API call leaves an audit log (caller, time, endpoint, parameters). Together these four audit trails make any post-event review traceable to a person and a timestamp.

API Access in Five Steps

Integration over standard RESTful API + MQTT follows a fixed flow: requirements → interface documentation from pre-sales → customer development → joint testing → go-live. The platform already interfaces with government regulatory platforms — meeting mandates such as Shanghai's 2024 rule that automated monitoring data be transmitted directly to the supervision platform.

AI layer

AI That Works on Engineering Data

Three production AI capabilities sit on top of the cloud platform, turning monitoring data into early, defensible safety judgments.

Neural-Network Safety Assessment

Models trained on monitoring data assess structural safety state and forecast deformation trends before thresholds are reached.

Kalman / Sidereal-Day Filtering

Advanced denoising for GNSS time series strips multipath and orbital noise to expose true millimeter-level displacement.

Machine-Vision Defect Recognition

Computer-vision models recognize surface defects such as cracking, complementing sensor data with visual evidence.

FAQ

Frequently Asked Questions

What happens to the data when the network drops?
Nothing is lost. The edge device buffers readings to local storage (16 GB on the SCDA-DG-01) and resumes the upload from the breakpoint the moment connectivity returns. If readings change rapidly during the outage, event-triggered reporting raises the sampling and reporting frequency automatically.
Can our existing GIS / BIM / OA systems pull data from the platform?
Yes — over standard RESTful API + MQTT. The onboarding flow is: state the requirement, receive the interface documentation from pre-sales, develop the integration, run joint testing, then go live. Every API call leaves an audit log recording the caller, time, endpoint and parameters.
Who is allowed to change alarm thresholds?
Only owner and supervising-engineer roles can write to the control-indicator module. Every change is version-logged with the value before, the value after, the person and the time — so a later review can always establish who changed what, and when.
Can owner, contractor and supervisor all use the platform at once?
Yes. Multi-party accounts work in parallel under tiered role-based permissions: all parties read the project overview, cloud maps and data summaries, while write access is bounded per module — staff management for the owner, daily reports for the supervising engineer, device management for SoilCreate O&M. Account changes leave approval records.
A gateway drops offline right after commissioning. What is the usual cause?
The two most common causes are an APN configuration error and an unpaid SIM — check both by logging into the controller. SoilCreate devices ship with the APN pre-configured at the factory so only the SIM is swapped on site. Severe data latency usually points to weak 4G signal; switch to a LoRa or NB-IoT backup link.
How is the field cabinet protected against lightning and power failure?
Grounding resistance is kept below 10 Ω with the lightning rod at least 3 m from the device, and the enclosure carries 8/20 µs · 20 kA surge protection. Solar systems are sized for 7 days of overcast plus a 30% reserve; on a low-voltage alarm, clean the panels and check the battery — batteries are replaced every 3 years.