InHand Networks EC954 Series
High-Performance AI Edge Computer





- Scalable AI computing power
- High security
- Rich interfaces
- Cloud-Managed
The EC954 is a high-performance multi-interface edge computer with AI extensions that can scale up to 26 TOPS AI computing power and supports the TensorRT/cuDNN/ VisionWorks/OpenCV AI framework. Powered by the ARM Cortex- A55@2.0GHz quad-core processor, it provides a powerful computing platform. The product uses the Linux distribution system to provide users with flexible and diverse secondary development environment. Security features such as Secure Boot and TPM2.0 are supported to ensure software and data security. Built-in DeviceSupervisor Agent (DSA) service, easy to achieve data collection, processing and cloud, support DeviceLive cloud management.
Feature and Advantage
- Performance and Platform
- CPU:ARM Quad Cortex-A55@2.0GHz
- GPU:Mail-G52 2EE
- NPU:RKNN, integrated 1.0 TOPS computing power, expansion up to 26TOPS
- TensorRT/cuDNN/VisionWorks/OpenCV AI framework supported
- *IEOS
- 4x 10/100/1000Mbps Ethernet interface
- 2x CAN FD
- 2x USB 2.0
- 1x mSATA
- 1x MicroSD
- 4x RS-232 / RS-485 / RS-422 + 4x RS-485
- I/O, GPS, WIFI/Bluetooth
- 5G/4G/Wi-Fi/GbE, etc
- Wired, cellular, Wi-Fi mutual backup, dual SIM failover
- Independent hardware and software watchdog
- Multilevel link detection, communication self-healing
- Fanless
- Linux system security patches and vulnerability remediation services
- Firewall, VPN
- Secure Boot
- TPM 2.0
- TrustZone
- "Zero code/Low code" easy to achieve data acquisition on the cloud
- Integrate 80+ mainstream data acquisition protocols
- Support data preprocessing
- Integrated data publishing services, public cloud, private cloud, local SCADA and other seamless access
- Remote device access
- Remote device batch management
- Remote batch management of edge AI applications
- Remote container management

Specifications
Hardware Specifications | |
---|---|
Hardware Platform | |
CPU | Quad-core Cortex-A55@2.0GHz |
GPU | Mali G52 2EE |
NPU | 1.0 TOPS, empowered by Hailo-8 M.2 AI module up to 26 TOPS |
RAM | 4GB |
FLASH | 16GB eMMC |
Interfaces | |
EtherNet Port | 4x 10/100/1000Mbps Ethernet port |
Serial Port | 4x RS-232/485/422+4x RS485?RJ45 |
I/O | 4x DI, 4x DO |
CAN | 2x CAN 2.0A/B |
Wi-Fi | STA, 802.11ac/a/b/g/n, 2.4G/5G dual band |
Bluetooth | BLE 5.0 |
GPS | Supports GPS, Beidou, and GLONASS positioning |
USB | USB 2.0, 2x TypeA, 1x TypeC |
HDMI | 1x HDMI 2.0 |
Expansion Interface | 1x mSATA, B key 3042 (Hailo AI) |
Reset Button | Pinhole reset button |
SIM Card | 2x Standard SIM |
TF Card | TF Card |
Trusted Platform Module | |
TPM | TPM 2.0 |
Mechanical Feature | |
Installation | DIN-rail, wall mounting |
Protection Rating | IP30 |
Housing | Metal |
Dimensions | 200 x 120 x 48.6 mm |
Power Supply | |
Power Input | DC 12-48V, polarity reversal protection |
Power Interface | Industrial terminal block |
Power Consumption | 4W(Typical. OS idle mode) |
8W(Max. Full loading) | |
Ambient Temperature and Humidity | |
Working Temperature | -20~ 70°C |
Storage Temperature | -40 ~ 85°C |
Ambient Humidity | 5 ~ 95% (non-condensing) |
Indicator | |
LED | 4G/5G,SignalStrength(L1,L2,L3),SIM1,SIM2,User1,User2, PWR,STATUS,WARN,ERR, |
EMC Index | |
Electrostatic Discharge | EN61000-4-2, level 3 |
Radiation RFI Immunity | EN61000-4-3, level 3 |
Electrical Fast Transients | EN61000-4-4, level 3 |
Surge | EN61000-4-5, level 3 |
Conducted RFI | EN61000-4-6 ,level 3 |
Ring Wave Immunity | EN61000-4-12,level 3 |
Physical Features | |
Shock | IEC60068-2-27 |
Vibration | IEC60068-2-6 |
Free Fall | IEC60068-2-32 |
Certification | |
CE, FCC, PTCRB, Verizon Wireless, AT&T | |
Software Specifications | |
Operation System | |
Operation System | Yocto/Linux(Debian 11,Kernel 5.10) |
File System | Debian Core root filesystem |
Package Manager | Debian Package Manager |
Network Interconnection | |
Network Type | LTE Cat4, LTE Cat6, 5G SA/NSA(Different models for different networks) |
Network Access | APN, VPDN |
Access Authentication | CHAP/PAP |
LAN Protocol | ARP, Ethernet |
WAN Protocol | Static IP, DHCP |
Security | |
Secure Boot | Support |
Reliability | |
Backup | Dual SIM |
Link Detection | Multi-Level link detection, auto-redials once disconnected |
Embedded Watchdog | Device self-diagnosing, auto-recovers from operation faults |
Data Acquisition Protocol(*DSA) | |
Industrial Protocol | Modbus RTU Master/Slave, Modbus TCP Master/Slave, EtherNet/IP, ISO on TCP, OPC UA Client/Server, Mitsubishi MC 3C/3E/3C OverTCP, Mitsubishi CPU Port, FINSUDP, HostLink, PPI |
Electricity Protocol | DLT645-2007, IEC101/104, DNP3.0 |
Other Protocol | BACnet, CNC |
Maintenance and Management | |
Upgrade Method | Supports patent upgrade mechanism, local or remote firmware upgrade |
Configuration Mode | WEB |
Log | Support local system logs, remote logs, and important log power-off preservation |
Remote Management | InHand DeviceLive, HTTP, HTTPS, SSH,etc. |
DeviceLive Cloud | Supports cloud-based parameter configuration, container management, application and firmware management |
*DSA: The DeviceSupervisor Agent (DSA), developed by InHand Networks, is a cutting-edge intelligence software designed to operate on Edge Computer products. It enables clients to quickly implement data collection, processing, protocol conversion, and cloud connectivity through a "zero code/low code" approach. If you need the DSA application on the EdgeComputer product, please contact us to obtain the DSA software package.
